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        "url": "https://www.v2ex.com/member/joywho", 
        "name": "joywho", 
        "avatar": "https://cdn.v2ex.com/avatar/1980/2714/773250_large.png?m=1780455744"
      }, 
      "url": "https://www.v2ex.com/t/1220059", 
      "title": "\u5177\u8eab\u667a\u80fd\u521b\u4e1a\u516c\u53f8\u62db\u8058\uff1a\u673a\u5668\u4eba\u8fd0\u63a7\u7b97\u6cd5\u5de5\u7a0b\u5e08\uff08\u673a\u68b0\u81c2\u63a7\u5236\u65b9\u5411\uff09", 
      "id": "https://www.v2ex.com/t/1220059", 
      "date_published": "2026-06-12T15:11:37+00:00", 
      "content_html": "## \u516c\u53f8\u7b80\u4ecb<br />    \u8fd9\u662f\u4e00\u5bb6\u4e13\u6ce8\u4e8e\u5177\u8eab\u667a\u80fd\uff08 Embodied AI \uff09\u9886\u57df\u7684\u521b\u65b0\u79d1\u6280\u516c\u53f8\uff0c\u81f4\u529b\u4e8e\u6253\u9020\u9762\u5411\u4e0b\u4e00\u4ee3\u667a\u80fd\u673a\u5668\u4eba\u7684\u57fa\u7840\u6a21\u578b\uff08 Robot Foundation Model \uff09\u3002<br />    \u516c\u53f8\u805a\u7126\u673a\u5668\u4eba\u667a\u80fd\u6838\u5fc3\u6280\u672f\u7814\u53d1\uff0c\u56f4\u7ed5\u89c6\u89c9-\u8bed\u8a00-\u52a8\u4f5c\u6a21\u578b\uff08 Vision-Language-Action, VLA \uff09\u3001\u591a\u6a21\u6001\u611f\u77e5\u3001\u673a\u5668\u4eba\u7b56\u7565\u5b66\u4e60\u3001\u590d\u6742\u4efb\u52a1\u63a8\u7406\u4e0e\u81ea\u4e3b\u51b3\u7b56\u7b49\u65b9\u5411\uff0c\u6784\u5efa\u4ece\u201c\u611f\u77e5\u7406\u89e3\u201d\u5230\u201c\u52a8\u4f5c\u6267\u884c\u201d\u7684\u5b8c\u6574\u667a\u80fd\u95ed\u73af\u3002<br />    \u56e2\u961f\u957f\u671f\u6df1\u8015\u673a\u5668\u4eba\u667a\u80fd\u4e0e\u751f\u6210\u5f0f\u6a21\u578b\u9886\u57df\uff0c\u6838\u5fc3\u6210\u5458\u6765\u81ea\u9876\u5c16\u9ad8\u6821\u53ca\u673a\u5668\u4eba\u7814\u7a76\u56e2\u961f\uff0c\u5728\u673a\u5668\u4eba\u64cd\u63a7\u3001\u7075\u5de7\u64cd\u4f5c\u3001\u751f\u6210\u5f0f\u6a21\u578b\u7b49\u65b9\u5411\u62e5\u6709\u6df1\u539a\u6280\u672f\u79ef\u7d2f\uff0c\u76f8\u5173\u7814\u7a76\u6210\u679c\u53d1\u8868\u4e8e\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\uff08\u5982 ICML \u3001RSS \u7b49\uff09\u3002<br />    \u76ee\u524d\u516c\u53f8\u5df2\u5b8c\u6210\u65e9\u671f\u878d\u8d44\uff0c\u6b63\u5728\u5feb\u901f\u642d\u5efa\u5177\u8eab\u667a\u80fd\u5168\u6808\u6280\u672f\u4f53\u7cfb\uff0c\u6253\u9020\u4e0b\u4e00\u4ee3\u901a\u7528\u673a\u5668\u4eba\u667a\u80fd\u5e73\u53f0\u3002<br /><br />## \u5c97\u4f4d\u804c\u8d23<br />1. \u8d1f\u8d23\u673a\u68b0\u81c2\u673a\u5668\u4eba\u8fd0\u52a8\u63a7\u5236\u4e0e\u667a\u80fd\u6267\u884c\u7b97\u6cd5\u7814\u53d1\uff0c\u5305\u62ec\u8fd0\u52a8\u5b66/\u52a8\u529b\u5b66\u5efa\u6a21\u3001\u8f68\u8ff9\u89c4\u5212\u3001\u8fd0\u52a8\u63a7\u5236\u53ca\u7b97\u6cd5\u4f18\u5316\uff0c\u63d0\u5347\u673a\u5668\u4eba\u52a8\u4f5c\u6267\u884c\u7cbe\u5ea6\u4e0e\u7a33\u5b9a\u6027\u3002<br /><br />2. \u8d1f\u8d23\u673a\u5668\u4eba\u64cd\u4f5c\uff08 Manipulation \uff09\u80fd\u529b\u5efa\u8bbe\uff0c\u652f\u6301\u6293\u53d6\u3001\u4ea4\u4e92\u3001\u590d\u6742\u4efb\u52a1\u6267\u884c\u7b49\u573a\u666f\u4e0b\u7684\u673a\u68b0\u81c2\u667a\u80fd\u63a7\u5236\u4e0e\u7b97\u6cd5\u5f00\u53d1\u3002<br /><br />3. \u4e0e\u5177\u8eab\u667a\u80fd\u7b97\u6cd5\u56e2\u961f\u534f\u4f5c\uff0c\u6253\u901a VLA \uff08 Vision-Language-Action \uff09\u3001\u673a\u5668\u4eba\u5b66\u4e60\u6a21\u578b\u4e0e\u673a\u5668\u4eba\u6267\u884c\u7cfb\u7edf\u4e4b\u95f4\u7684\u8fde\u63a5\uff0c\u5b9e\u73b0\u4ece\u4efb\u52a1\u7406\u89e3\u3001\u52a8\u4f5c\u751f\u6210\u5230\u5b9e\u9645\u63a7\u5236\u7684\u5b8c\u6574\u95ed\u73af\u3002<br /><br />4. \u8d1f\u8d23\u673a\u5668\u4eba\u63a7\u5236\u7b97\u6cd5\u5de5\u7a0b\u5316\u843d\u5730\uff0c\u5305\u62ec\u4eff\u771f\u9a8c\u8bc1\u3001Sim2Real \u8fc1\u79fb\u3001\u771f\u5b9e\u673a\u5668\u4eba\u8c03\u8bd5\u53ca\u7cfb\u7edf\u6027\u80fd\u4f18\u5316\u3002<br /><br />5. \u53c2\u4e0e\u673a\u5668\u4eba\u667a\u80fd\u7cfb\u7edf\u67b6\u6784\u5efa\u8bbe\uff0c\u4e0e\u611f\u77e5\u3001\u591a\u6a21\u6001\u3001\u6570\u636e\u53ca\u7b97\u6cd5\u56e2\u961f\u534f\u540c\uff0c\u63a8\u52a8\u5177\u8eab\u667a\u80fd\u673a\u5668\u4eba\u5e73\u53f0\u6301\u7eed\u8fed\u4ee3\u3002<br /><br />## \u4efb\u804c\u8981\u6c42<br />1. \u7855\u58eb\u53ca\u4ee5\u4e0a\u5b66\u5386\uff0c\u673a\u5668\u4eba\u3001\u81ea\u52a8\u63a7\u5236\u3001\u673a\u68b0\u7535\u5b50\u3001\u8ba1\u7b97\u673a\u3001\u4eba\u5de5\u667a\u80fd\u7b49\u76f8\u5173\u4e13\u4e1a\uff0c\u5177\u5907\u673a\u5668\u4eba\u7b97\u6cd5\u6216\u8fd0\u52a8\u63a7\u5236\u7814\u53d1\u7ecf\u9a8c\u3002<br /><br />2. \u719f\u6089\u673a\u5668\u4eba\u8fd0\u52a8\u5b66\u3001\u52a8\u529b\u5b66\u5efa\u6a21\u53ca\u63a7\u5236\u7b97\u6cd5\uff0c\u5177\u5907\u673a\u68b0\u81c2\u8fd0\u52a8\u63a7\u5236\u3001\u8f68\u8ff9\u89c4\u5212\u3001\u8def\u5f84\u4f18\u5316\u7b49\u76f8\u5173\u5f00\u53d1\u7ecf\u9a8c\uff0c\u638c\u63e1 PID \u3001\u963b\u6297\u63a7\u5236\u3001MPC \u7b49\u4e00\u79cd\u6216\u591a\u79cd\u63a7\u5236\u65b9\u6cd5\u3002<br /><br />3. \u5177\u5907\u673a\u5668\u4eba\u64cd\u4f5c\uff08 Manipulation \uff09\u76f8\u5173\u7ecf\u9a8c\uff0c\u719f\u6089\u673a\u68b0\u81c2\u6293\u53d6\u3001\u4ea4\u4e92\u3001\u4efb\u52a1\u6267\u884c\u7b49\u7b97\u6cd5\u5f00\u53d1\uff0c\u6709\u771f\u5b9e\u673a\u5668\u4eba\u5e73\u53f0\u8c03\u8bd5\u4e0e\u843d\u5730\u7ecf\u9a8c\u3002<br /><br />4. \u719f\u6089\u673a\u5668\u4eba\u8f6f\u4ef6\u5f00\u53d1\u4f53\u7cfb\uff0c\u638c\u63e1 ROS/ROS2 \uff0c\u6709 MoveIt \u3001Gazebo \u3001Isaac Sim \u3001MuJoCo \u7b49\u673a\u5668\u4eba\u4eff\u771f\u6216\u5f00\u53d1\u7ecf\u9a8c\u3002<br /><br />5. \u4e86\u89e3\u5177\u8eab\u667a\u80fd\u524d\u6cbf\u6280\u672f\uff0c\u6709 VLA \uff08 Vision-Language-Action \uff09\u3001Robot Learning \u3001\u6a21\u4eff\u5b66\u4e60\u3001\u5f3a\u5316\u5b66\u4e60\u7b49\u76f8\u5173\u7ecf\u9a8c\u8005\u4f18\u5148\u3002<br /><br />## \u85aa\u916c<br />40-70K/\u6708<br /><br />## \u62db\u8058\u6d41\u7a0b<br />\u8054\u521b\u56e2\u961f\u5171\u540c\u9762\u8bd5\u4e00\u8f6e<br /><br />## \u5de5\u4f5c\u5730\u70b9<br />\u5317\u4eac<br /><br />## \u7b80\u5386\u6295\u9012<br />joy_ss@foxmail.com"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/copythat", 
        "name": "copythat", 
        "avatar": "https://cdn.v2ex.com/avatar/b064/c930/487797_large.png?m=1772066750"
      }, 
      "url": "https://www.v2ex.com/t/1219988", 
      "title": "\u6570\u636e\u5de5\u7a0b\u5e08\u5c97\u4f4d - \u5916\u4f01 - \u5236\u9020\u4e1a - \u5185\u63a8", 
      "id": "https://www.v2ex.com/t/1219988", 
      "date_published": "2026-06-12T09:18:38+00:00", 
      "content_html": "<h2>\u5de5\u4f5c\u5730\u70b9</h2>\n<ul>\n<li>\u4e0a\u6d77</li>\n</ul>\n<h2>\u5de5\u4f5c\u804c\u8d23</h2>\n<ul>\n<li><strong>\u4e1a\u52a1\u8f6c\u5316\u4e0e\u6280\u672f\u54a8\u8be2</strong>\uff1a\u4f5c\u4e3a\u6280\u672f\u987e\u95ee\uff0c\u6df1\u5165\u7406\u89e3\u4e1a\u52a1\u75db\u70b9\u5e76\u5c06\u5176\u8f6c\u5316\u4e3a\u9ad8\u6548\u7684\u6570\u636e\u67b6\u6784\u4e0e\u6570\u5b57\u5316\u89e3\u51b3\u65b9\u6848\uff0c\u5168\u9762\u5bf9\u63a5\u667a\u80fd\u5236\u9020\u84dd\u56fe\u3002</li>\n<li><strong>\u6570\u636e\u6d41\u6c34\u7ebf\u6784\u5efa</strong>\uff1a\u8d1f\u8d23\u8bbe\u8ba1\u4e0e\u6784\u5efa\u7aef\u5230\u7aef\u7684\u6570\u636e\u6d41\u6c34\u7ebf\uff0c\u9ad8\u6548\u91c7\u96c6\u3001\u6e05\u6d17\u5e76\u6574\u5408\u6765\u81ea MES \u3001ERP \u548c PLC \u7b49\u7cfb\u7edf\u7684\u5de5\u4e1a\u6570\u636e\u3002</li>\n<li><strong>\u9ad8\u7ea7\u7b97\u6cd5\u4e0e AI \u90e8\u7f72</strong>\uff1a\u7814\u53d1\u5e76\u90e8\u7f72\u5e94\u7528\u4e8e\u9884\u6d4b\u6027\u7ef4\u62a4\u3001\u81ea\u52a8\u8d28\u91cf\u68c0\u6d4b\u53ca AI \u667a\u80fd\u4f53\u7684\u673a\u5668\u5b66\u4e60\u4e0e\u8ba1\u7b97\u673a\u89c6\u89c9\u6a21\u578b\uff0c\u4ee5\u9a71\u52a8\u5236\u9020\u81ea\u52a8\u5316\u4e0e\u8fd0\u8425\u6548\u7387\u63d0\u5347\u3002</li>\n</ul>\n<h2>\u4efb\u804c\u8981\u6c42</h2>\n<ul>\n<li><strong>\u7ecf\u9a8c\u8981\u6c42</strong>\uff1a3 \u5e74\u4ee5\u4e0a\u5148\u8fdb\u5236\u9020\u73af\u5883\u4e0b\u7684\u6570\u636e\u5de5\u7a0b\u6216\u673a\u5668\u5b66\u4e60\u7ecf\u9a8c\uff0c\u62e5\u6709\u8ba1\u7b97\u673a\u3001\u5de5\u7a0b\u6216\u76f8\u5173\u91cf\u5316\u9886\u57df\u7684\u5b66\u58eb\u6216\u7855\u58eb\u5b66\u4f4d\u3002</li>\n<li><strong>\u8bed\u8a00\u8981\u6c42</strong>\uff1a\u82f1\u8bed\u542c\u8bfb\u5199\u6d41\u5229\u3002</li>\n<li><strong>\u5176\u4ed6\u8981\u6c42</strong>\uff1a\u5177\u5907\u51fa\u8272\u7684\u56e2\u961f\u534f\u4f5c\u4e0e\u6c9f\u901a\u8868\u8fbe\u80fd\u529b\uff0c\u7cbe\u901a Python \u3001SQL \u53ca\u4e3b\u6d41\u6df1\u5ea6\u5b66\u4e60\u4e0e\u8ba1\u7b97\u673a\u89c6\u89c9\u6846\u67b6\uff0c\u5e76\u719f\u7ec3\u638c\u63e1\u667a\u80fd\u5de5\u5382\u6807\u51c6\uff08\u5982 MES/ERP \uff09\u4e0e\u8fb9\u7f18\u7aef\u5bb9\u5668\u5316\u90e8\u7f72\u6280\u672f\u3002</li>\n</ul>\n<h2>\u8054\u7cfb\u65b9\u5f0f</h2>\n<ul>\n<li><strong>Base64</strong>\uff1a<code>MTM1MzkyNjM3ODY=</code></li>\n</ul>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/lecasd", 
        "name": "lecasd", 
        "avatar": "https://cdn.v2ex.com/gravatar/107910f1484807b2e0c728767938de14?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1219753", 
      "date_modified": "2026-06-11T15:11:06+00:00", 
      "content_html": "\u4e0a\u6d77\u5b9e\u4e60\u751f\u62db\u8058\uff0c\u57fa\u7840\u8f6f\u4ef6/\u5d4c\u5165\u5f0f\u8f6f\u4ef6\u65b9\u5411\uff0c\u6709\u610f\u7559\u4e0b\u8054\u7cfb\u65b9\u5f0f\u6c9f\u901a<br /><br />\u8981\u6c42\uff1a<br />1.  27 \u5e74\u6bd5\u4e1a\uff0c\u4f1a\u6709\u7f16\u7a0b\u8003\u8bd5<br /><br />2. \u6709\u5b66\u6821\u7684\u8981\u6c42\uff0c\u53ef\u4ee5\u7ec6\u804a<br /><br />3. \u5b9e\u4e60\u5de5\u8d44\u633a\u597d\u7684<br /><br />4. \u8981\u6c42\u5b9e\u4e60 2 \u4e2a\u6708", 
      "date_published": "2026-06-11T15:08:31+00:00", 
      "title": "\u4e0a\u6d77\u5b9e\u4e60\u751f\u62db\u8058", 
      "id": "https://www.v2ex.com/t/1219753"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/johnawesome172", 
        "name": "johnawesome172", 
        "avatar": "https://cdn.v2ex.com/gravatar/2f96010d09135e254becd9527777b1a8?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1219701", 
      "date_modified": "2026-06-11T10:16:47+00:00", 
      "content_html": "We are looking for someone who:<br /><br />- Has experience in C# (.NET 8+, <a target=\"_blank\" href=\"http://ASP.NET\" rel=\"nofollow noopener\">ASP.NET</a> Core)<br />- Enjoys and has experience building RESTful APIs, preferably having built APIs from scratch<br />- Has experience with Agile/Scrum<br />- Has experience with CI/CD tools to get projects to production<br />- Has experience applying good coding principles, testing and backend system architecture design<br />- Has experience with SQL databases; familiarity with MySQL, MariaDB or PostgreSQL is a plus<br />- Experience with Kubernetes and MS Azure hosting is a strong advantage<br /><br /><br /><br />- Annual Bonus: A well-deserved reward for your contributions.<br />- Hybrid Working: Enjoy the flexibility to balance office and WFH.<br />- 6 Weeks Working from Abroad: Take your work to inspiring locations around the world.<br />- 25 Paid Days Off: Plus the option to buy more.<br /><br /><br />\u5730\u70b9 Amsterdam<br />\u53ef\u4ee5\u4ece\u4e2d\u56fd\u4e4b\u95f4\u8bf7,\u4e0d\u80fd\u8fdc\u7a0b<br />\u5168\u82f1\u6587\u4ea4\u6d41\uff0c\u8fd9\u4e2a\u5fc5\u987b<br /><br />\u6709\u610f\u5c31\u8bf7\u53d1\u82f1\u6587\u7b80\u5386\u5230 am9obmF3ZXNvbWUxN0BnbWFpbC5jb20= \u987a\u4fbf\u82f1\u8bed\u624b\u5199\u4ecb\u7ecd\u4e00\u4e0b\u60c5\u51b5\uff0c\u8054\u7cfb\u7535\u8bdd\u548c\u65b9\u4fbf\u8054\u7cfb\u7684\u65f6\u95f4", 
      "date_published": "2026-06-11T10:15:27+00:00", 
      "title": "\u8377\u5170\u62db\u4e2d\u7ea7 \u540e\u7aef", 
      "id": "https://www.v2ex.com/t/1219701"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ElroyW", 
        "name": "ElroyW", 
        "avatar": "https://cdn.v2ex.com/avatar/b35c/6e87/489149_large.png?m=1774847813"
      }, 
      "url": "https://www.v2ex.com/t/1219661", 
      "title": "AI \u966a\u4f34\u4ea7\u54c1\u62db\u8fdc\u7a0b\u5c97\u4f4d\uff1a\u5168\u6808\u5f00\u53d1\u5de5\u7a0b\u5e08/\u6587\u672c\u8bad\u7ec3\u5de5\u7a0b\u5e08/\u89c6\u9891\u8bad\u7ec3\u5de5\u7a0b\u5e08/\u6570\u636e\u5de5\u7a0b\u5e08/\u4ea7\u54c1\u7ecf\u7406", 
      "id": "https://www.v2ex.com/t/1219661", 
      "date_published": "2026-06-11T07:59:36+00:00", 
      "content_html": "<p>\u6211\u4eec\u662f\u4e13\u6ce8 AI \u966a\u4f34\u65b9\u5411\u7684\u56e2\u961f\uff0c\u65d7\u4e0b\u4ea7\u54c1\u6709\u60c5\u611f\u966a\u4f34\uff0cNSFW \u4f34\u4fa3\u4ea7\u54c1\uff0cAI \u6e38\u620f\u5e73\u53f0\u7b49</p>\n<p>\u516c\u53f8\u4e3b\u4f53\u5728\u7f8e\u56fd\uff0c\u76ee\u524d\u62db\u8058\u4ee5\u4e0b\u8fdc\u7a0b\u5168\u804c\u5c97\u4f4d\uff1a</p>\n<p>1 \uff0c\u9ad8\u7ea7\u5168\u6808\u5f00\u53d1\u5de5\u7a0b\u5e08\uff1a</p>\n<p>\u8d1f\u8d23\u516c\u53f8\u65d7\u4e0b\u4ea7\u54c1\u524d\u540e\u7aef\u7684\u5f00\u53d1\u4e0e\u4e0a\u7ebf\uff08 Java + Vue 3/TypeScript \uff09</p>\n<p>5 \u5e74\u4ee5\u4e0a\u5168\u6808\u5f00\u53d1\u7ecf\u9a8c\uff0c\u6709\u72ec\u7acb\u8d1f\u8d23\u4e00\u4e2a\u5b8c\u6574\u4e1a\u52a1\u9886\u57df\u7684\u7ecf\u5386\n\u4e00\u5e74\u4ee5\u4e0a AI \u8f85\u52a9\u7f16\u7a0b\u5b9e\u6218\u7ecf\u9a8c\uff08 Claude Code/Cursor \u6216\u540c\u7c7b\u5de5\u5177\uff09\n\u9002\u5e94\u5feb\u901f\u8fed\u4ee3\u7684\u4ea4\u4ed8\u8282\u594f\uff0c\u6709\u8fdc\u7a0b\u534f\u4f5c\u81ea\u89c9\u6027\n\u505a\u8fc7\u652f\u4ed8\u3001\u7ed3\u7b97\u3001\u8d26\u52a1\u7c7b\u7cfb\u7edf\u8005\u4f18\u5148\n\u6709 AI \u5e94\u7528\u5f00\u53d1\u7ecf\u9a8c\u8005\u4f18\u5148</p>\n<p>2 \uff0c\u6587\u672c\u5927\u6a21\u578b\u8bad\u7ec3\u4e13\u5bb6</p>\n<p>\u5efa\u7acb\u4e13\u5c5e\u5c0f\u53c2\u6570\u6587\u672c\u6a21\u578b\uff0c\u5bf9\u5bf9\u8bdd\u548c\u53d9\u4e8b\u8d28\u91cf\u8d1f\u8d23</p>\n<p>\u57fa\u4e8e\u4f18\u79c0\u5f00\u6e90\u5927\u6a21\u578b\uff0c\u5e76\u6267\u884c\u9762\u5411 NSFW \u53d9\u4e8b\u573a\u666f\u7684\u5fae\u8c03\u8bad\u7ec3\u65b9\u6848\n\u6784\u5efa\u4e0e\u6e05\u6d17\u534e\u8bed\u53d9\u4e8b / \u5bf9\u8bdd\u8bed\u6599\uff0c\u5efa\u7acb\u6570\u636e\u98de\u8f6e\n\u8bbe\u8ba1\u5bf9\u8bdd\u8d28\u91cf\u3001\u89d2\u8272\u4e00\u81f4\u6027\u3001\u957f\u7a0b\u8bb0\u5fc6\u7684\u8bc4\u6d4b\u4f53\u7cfb\u5e76\u6301\u7eed\u8fed\u4ee3\n\u4f18\u5316\u5c0f\u53c2\u6570\u6a21\u578b\u7684\u63a8\u7406\u6210\u672c\u4e0e\u54cd\u5e94\u901f\u5ea6\uff0c\u63a8\u52a8\u7ebf\u4e0a\u90e8\u7f72</p>\n<p>\u8981\u6c42\uff1a</p>\n<p>\u719f\u6089 LLM \u5fae\u8c03\u7ecf\u9a8c\n\u80fd\u72ec\u7acb\u5b8c\u6210\u4ece\u6570\u636e\u5230\u8bc4\u6d4b\u7684\u95ed\u73af\n\u6709\u5782\u76f4\u9886\u57df\u5c0f\u53c2\u6570\u6a21\u578b\u843d\u5730\u7ecf\u9a8c\n\u719f\u6089\u89d2\u8272\u626e\u6f14 / \u957f\u7a0b\u5bf9\u8bdd\u8bb0\u5fc6\u65b9\u6848</p>\n<p>\u6709 hugging face \u6a21\u578b\u4f5c\u54c1\u4f18\u5148</p>\n<p>3 \uff0c\u89c6\u9891\u8bad\u7ec3\u4e13\u5bb6</p>\n<p>\u57fa\u4e8e\u4f18\u79c0\u5f00\u6e90\u89c6\u9891\u751f\u6210\u6a21\u578b\u505a\u6df1\u5ea6\u5fae\u8c03\uff0c\u8986\u76d6\u4eff\u771f\u4eba\u4e0e\u52a8\u6f2b\u4e24\u4e2a\u5782\u76f4\u9886\u57df\n\u6784\u5efa\u753b\u8d28\u3001\u52a8\u4f5c\u4e00\u81f4\u6027\u3001\u65f6\u5e8f\u8fde\u8d2f\u3001prompt \u8ddf\u968f\u5ea6\u7684\u91cf\u5316\u8bc4\u6d4b\u4f53\u7cfb\n\u5efa\u7acb\u6570\u636e\u91c7\u96c6\u4e0e\u6e05\u6d17\u7ba1\u7ebf\uff0c\u6301\u7eed\u63d0\u5347\u751f\u6210\u8d28\u91cf</p>\n<p>\u8981\u6c42\uff1a</p>\n<p>\u624e\u5b9e\u7684\u89c6\u9891 / \u56fe\u50cf\u751f\u6210\u6a21\u578b\u8bad\u7ec3\u7ecf\u9a8c\uff08\u6269\u6563\u6a21\u578b\u7b49\uff09\n\u719f\u6089\u76f8\u5173\u8bad\u7ec3\u3001\u5fae\u8c03\u4e0e\u8bc4\u6d4b\u65b9\u6cd5</p>\n<p>\u6709 C \u7ad9\uff0chugging face \u6a21\u578b\u4f5c\u54c1\u4f18\u5148</p>\n<p>4 \uff0cAI \u6570\u636e\u5de5\u7a0b\u5e08</p>\n<p>\u8bbe\u8ba1\u5e76\u642d\u5efa\u9762\u5411\u8bed\u8a00\u6a21\u578b\u8bad\u7ec3\u7684\u6570\u636e\u7ba1\u7ebf\uff08\u91c7\u96c6\u3001\u6e05\u6d17\u3001\u53bb\u91cd\u3001\u8d28\u91cf\u8bc4\u4f30\uff09\n\u6784\u5efa NSFW \u9886\u57df\u7684\u8bed\u6599\u4e0e\u591a\u6a21\u6001\u6570\u636e\u96c6\uff0c\u5efa\u7acb\u6807\u6ce8\u89c4\u8303\u4e0e\u6807\u6ce8\u5de5\u4f5c\u6d41\n\u642d\u5efa\u6570\u636e\u8d28\u91cf\u8bc4\u6d4b\u4e0e\u76d1\u63a7\u4f53\u7cfb\uff0c\u652f\u6491\u6a21\u578b\u8bad\u7ec3\u7684\u6570\u636e\u98de\u8f6e</p>\n<p>\u8981\u6c42\uff1a</p>\n<p>\u624e\u5b9e\u7684\u6570\u636e\u5de5\u7a0b\u7ecf\u9a8c\uff08 ETL \u3001\u6570\u636e\u7ba1\u7ebf\u3001\u5206\u5e03\u5f0f\u5904\u7406\uff09\n\u719f\u6089\u8bad\u7ec3\u6570\u636e\u7684\u6784\u5efa\u3001\u6e05\u6d17\u4e0e\u8bc4\u6d4b\uff0c\u719f\u7ec3\u4f7f\u7528 Python \u53ca\u4e3b\u6d41\u6570\u636e\u5de5\u5177\n\u6709\u8bed\u8a00\u6a21\u578b\u6570\u636e\u5efa\u8bbe\u7ecf\u9a8c\uff0c\u642d\u5efa\u8fc7\u6570\u636e\u6807\u6ce8\u5e73\u53f0\u6216\u6807\u6ce8\u6d41\u7a0b</p>\n<p>5 \uff0cAI \u4ea7\u54c1\u7ecf\u7406</p>\n<p>\u5b9a\u4e49 AI \u4f34\u4fa3\u4e0e\u521b\u4f5c\u8005\u5de5\u5177\u94fe\u7684\u4ea7\u54c1\u65b9\u5411\u4e0e\u8fed\u4ee3\u8282\u594f\n\u628a\u6a21\u578b\u80fd\u529b\u7ffb\u8bd1\u6210\u521b\u4f5c\u8005\u4e0e\u7528\u6237\u53ef\u611f\u77e5\u7684\u4f53\u9a8c\n\u5efa\u7acb\u6570\u636e\u9a71\u52a8\u7684\u4ea7\u54c1\u51b3\u7b56\uff0c\u5e73\u8861\u521b\u4f5c\u8005\u6536\u76ca\u4e0e\u7528\u6237\u4f53\u9a8c\n\u53c2\u4e0e\u65b0\u4ea7\u54c1\u5f62\u6001\uff08\u5f71\u6e38 / \u6e38\u620f\uff09\u7684\u65e9\u671f\u63a2\u7d22</p>\n<p>\u9879\u76ee\u957f\u671f\u7a33\u5b9a\uff0c\u85aa\u8d44\u7ed3\u7b97\u7075\u6d3b</p>\n<p>\u53e6\u5728\u5c0f\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\uff0c\u89c6\u9891\u8bad\u7ec3\u7b49\u5c97\u4f4d\u6211\u4eec\u4e5f\u53ef\u4ee5\u91c7\u53d6\u9879\u76ee\u5236\u6216\u987e\u95ee\u5236\uff0c\u5982\u679c\u60a8\u4e0d\u65b9\u4fbf\u8fdc\u7a0b\u52a0\u5165\uff0c\u4f46\u5177\u5907\u8fd9\u65b9\u9762\u7684\u80fd\u529b\u548c\u4e00\u5b9a\u7a7a\u4f59\u65f6\u95f4\uff0c\u6211\u4eec\u4e5f\u53ef\u4ee5\u91c7\u53d6\u9879\u76ee\u5236\u5408\u4f5c\u6309\u7ed3\u679c\u4ed8\u8d39</p>\n<p>\u53e6\u5916\u4e5f\u6b63\u5728\u62db\u52df\u63a8\u5e7f\u589e\u957f\u7ecf\u7406\uff0c\u54c1\u7c7b\u8fd0\u8425\u7ecf\u7406\uff08\u7537\u6027\u5411\uff0c\u5973\u6027\u5411\uff0c\u4e0d\u540c\u8bed\u79cd\u7b49\uff09\uff0c\u6709\u76f8\u5173\u7ecf\u9a8c\u8005\u4e5f\u6b22\u8fce\u8054\u7cfb</p>\n<p>\u8054\u7cfb\u90ae\u7bb1\uff08 Base64 \uff09\uff1acGVhY2hsYW5kYWlAZ21haWwuY29t</p>\n<p>\u8054\u7cfb VX \uff08 Base64 \uff09\uff1aQzU3OTY4MDA=</p>\n<p>\u8054\u7cfb TG \uff08 Base64 \uff09\uff1aQGN6YWs5</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/joywho", 
        "name": "joywho", 
        "avatar": "https://cdn.v2ex.com/avatar/1980/2714/773250_large.png?m=1780455744"
      }, 
      "url": "https://www.v2ex.com/t/1219617", 
      "title": "\u5bfb\u627e\u4e00\u4f4d AI \u5e94\u7528\u5de5\u7a0b\u5e08\uff1a LLM + Agent\uff0c\u53c2\u4e0e BioAI \u843d\u5730\u4ea7\u54c1\u7814\u53d1", 
      "id": "https://www.v2ex.com/t/1219617", 
      "date_published": "2026-06-11T05:54:27+00:00", 
      "content_html": "## \u516c\u53f8\u7b80\u4ecb<br />\u8fd9\u662f\u4e00\u5bb6\u505a\u751f\u7269\u533b\u836f\u7ec6\u5206\u9886\u57df AI \u5e94\u7528\u7684\u79d1\u6280\u516c\u53f8\uff0c\u4ed6\u4eec\u7684 AI \u5e94\u7528\u4ea7\u54c1\u4e3b\u8981\u662f\u4e13\u95e8\u4e3a\u751f\u7269\u533b\u836f\u7684\u4f01\u4e1a\uff08\u5305\u62ec top \u751f\u7269\u533b\u836f\u7684\u5916\u8d44\u4f01\u4e1a\uff09\u4f5c AI \u5b9a\u5236 \uff0c\u5305\u62ec\u4f46\u4e0d\u5c40\u9650\u4e8e AI \u6570\u5b57\u4eba\uff08\u9700\u8981\u5177\u5907\u751f\u7269\u533b\u836f\u7684\u6570\u636e\u573a\u666f\uff09\uff0c\u751f\u7269\u533b\u836f\u7684 AI agent \u5b9a\u5236\u7b49\uff1b\u76ee\u524d\u5df2\u7ecf\u6709 2 \uff0c3 \u4e2a\u4ea7\u54c1\u5728\u8ba2\u5355\u4ea4\u4ed8\u4e2d\uff0c\u8fd9\u4e9b\u8ba2\u5355\u6765\u81ea\u4e8e\u56fd\u5185\u548c\u56fd\u9645 top \u7684\u751f\u7269\u533b\u836f\u4f01\u4e1a\u3002\u516c\u53f8\u8054\u521b\u591a\u6570\u662f\u6765\u81ea\u5916\u8d44\u4f01\u4e1a\uff0c\u4f01\u4e1a\u6587\u5316\u66f4\u50cf\u5916\u8d44\u4f01\u4e1a\u6587\u5316\u3002<br /><br />## \u5c97\u4f4d\u804c\u8d23<br />1.\u8d1f\u8d23\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\uff08 LLM \uff09\u7684 AI \u4ea7\u54c1\u7814\u53d1\u4e0e\u843d\u5730<br />    *   \u53c2\u4e0e\u751f\u7269\u533b\u836f\u884c\u4e1a AI \u5e94\u7528\u3001AI Agent \u3001\u667a\u80fd\u52a9\u624b\u7b49\u4ea7\u54c1\u7684\u8bbe\u8ba1\u3001\u5f00\u53d1\u4e0e\u8fed\u4ee3\uff1b<br />    *   \u5c06\u5927\u6a21\u578b\u80fd\u529b\u878d\u5165\u4f01\u4e1a\u4e1a\u52a1\u6d41\u7a0b\uff0c\u6253\u9020\u5b9e\u9645\u53ef\u7528\u7684 AI \u89e3\u51b3\u65b9\u6848\u3002<br />2.\u8d1f\u8d23 AI Agent \u53ca\u77e5\u8bc6\u589e\u5f3a\u7cfb\u7edf\u5f00\u53d1<br />    *   \u53c2\u4e0e Agent \u5de5\u4f5c\u6d41\u8bbe\u8ba1\uff0c\u5305\u62ec\u4efb\u52a1\u89c4\u5212\u3001\u5de5\u5177\u8c03\u7528\u3001\u77e5\u8bc6\u68c0\u7d22\u7b49\u6838\u5fc3\u80fd\u529b\u5efa\u8bbe\uff1b<br />    *   \u8d1f\u8d23 RAG \u3001\u4f01\u4e1a\u77e5\u8bc6\u5e93\u3001\u5411\u91cf\u68c0\u7d22\u7b49 AI \u5e94\u7528\u57fa\u7840\u80fd\u529b\u5f00\u53d1\u4e0e\u4f18\u5316\u3002<br />3.\u8d1f\u8d23 AI \u5e94\u7528\u7cfb\u7edf\u5de5\u7a0b\u5f00\u53d1**<br />    *   \u53c2\u4e0e\u540e\u7aef\u670d\u52a1\u3001API \u63a5\u53e3\u53ca\u5168\u6808\u529f\u80fd\u5f00\u53d1\uff1b<br />    *   \u642d\u5efa\u7a33\u5b9a\u3001\u9ad8\u6548\u3001\u53ef\u6269\u5c55\u7684 AI \u4ea7\u54c1\u6280\u672f\u67b6\u6784\uff0c\u63a8\u52a8\u4ea7\u54c1\u4ece\u539f\u578b\u5230\u751f\u4ea7\u73af\u5883\u843d\u5730\u3002<br />4.\u53c2\u4e0e\u5ba2\u6237\u9879\u76ee\u4ea4\u4ed8\u4e0e\u4ea7\u54c1\u6301\u7eed\u4f18\u5316<br />    *   \u4e0e\u4ea7\u54c1\u3001\u7b97\u6cd5\u53ca\u4e1a\u52a1\u56e2\u961f\u534f\u4f5c\uff0c\u4e3a\u56fd\u5185\u5916\u5934\u90e8\u751f\u7269\u533b\u836f\u4f01\u4e1a\u63d0\u4f9b AI \u89e3\u51b3\u65b9\u6848\uff1b<br />    *   \u6839\u636e\u5b9e\u9645\u4e1a\u52a1\u53cd\u9988\u6301\u7eed\u4f18\u5316\u6a21\u578b\u6548\u679c\u548c\u4ea7\u54c1\u4f53\u9a8c\u3002<br /><br />## \u4efb\u804c\u8981\u6c42<br />1.\u5de5\u7a0b\u4e0e\u540e\u7aef\u80fd\u529b<br />    *   \u624e\u5b9e\u7684\u8f6f\u4ef6\u5168\u6808\u5de5\u7a0b\u80fd\u529b\uff0c\u5177\u5907\u826f\u597d\u7684\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u5de5\u7a0b\u5b9e\u73b0\u80fd\u529b\uff1b<br />    *   \u719f\u7ec3\u638c\u63e1 Python / Java / Go \u7b49\u4e3b\u6d41\u5f00\u53d1\u7684\u81f3\u5c11\u4e00\u79cd\u540e\u7aef\u5f00\u53d1\u8bed\u8a00\uff1b<br />    *   \u719f\u6089 Web \u540e\u7aef\u5f00\u53d1\u6846\u67b6\u53ca API \u8bbe\u8ba1\uff1b<br />    *   \u5177\u5907\u6570\u636e\u5e93\u8bbe\u8ba1\u4e0e\u6570\u636e\u5904\u7406\u80fd\u529b\uff08 MySQL / PostgreSQL \u7b49\uff09\u3002<br /><br />2.LLM / AI \u5e94\u7528\u80fd\u529b<br />    *   \u719f\u6089\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u6d41\u7a0b\uff08 Prompt Engineering \u3001RAG \u3001Tool Calling \u7b49\uff09\uff1b<br />    *   \u719f\u6089\u5411\u91cf\u6570\u636e\u5e93\u53ca\u77e5\u8bc6\u5e93\u6784\u5efa\u4e0e\u68c0\u7d22\uff08\u5982 Milvus / FAISS / Elasticsearch \u7b49\uff09\uff1b<br />    *   \u6709 AI Agent \u6216 LLM \u5e94\u7528\u7cfb\u7edf\u5f00\u53d1\u7ecf\u9a8c\u3002<br />\u6709\u590d\u6742\u4e1a\u52a1\u7cfb\u7edf,\u4f01\u4e1a\u7ea7 AI \u4ea7\u54c1\u6216\u5b9e\u9645\u4e1a\u52a1\u843d\u5730\u7ecf\u9a8c\u5c24\u4f73<br /><br />## \u85aa\u916c\u798f\u5229<br />35-70 \u4e07/\u5e74 <br /><br />## \u62db\u8058\u6d41\u7a0b<br />\u751f\u7269\u533b\u836f\u9886\u57df\u7684\u8054\u521b\u521d\u9762\uff0cCEO \u4e8c\u9762<br /><br />## \u5de5\u4f5c\u5730\u70b9<br />\u4e0a\u6d77<br /><br />##\u7b80\u5386\u6295\u9012<br />joy_ss@foxmail.com"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/sheniandaji2026", 
        "name": "sheniandaji2026", 
        "avatar": "https://cdn.v2ex.com/gravatar/cfe6102524899309090854952a8b4789?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1219593", 
      "title": "\uff08\u77ed\u89c6\u9891/\u89c6\u9891\u63a8\u8350\u7b97\u6cd5\u5de5\u7a0b\u5e08", 
      "id": "https://www.v2ex.com/t/1219593", 
      "date_published": "2026-06-11T04:11:31+00:00", 
      "content_html": "<p>\u6211\u4eec\u662f\u4e00\u5bb6\u4e13\u6ce8\u4e8e\u89c6\u9891\u5185\u5bb9\u751f\u6001\u7684\u4e92\u8054\u7f51\u5e73\u53f0\uff0c\u670d\u52a1\u6570\u5343\u4e07\u7528\u6237\uff0c\u6bcf\u5929\u5904\u7406\u6d77\u91cf\u89c6\u9891\u6570\u636e\u3002\u901a\u8fc7\u667a\u80fd\u63a8\u8350\u7b97\u6cd5\uff0c\u4e3a\u7528\u6237\u5e26\u6765\u6c89\u6d78\u5f0f\u89c2\u770b\u4f53\u9a8c\uff0c\u540c\u65f6\u52a9\u529b\u5185\u5bb9\u521b\u4f5c\u8005\u6210\u957f\u3002 </p>\n<p>\u6b22\u8fce\u5bf9\u63a8\u8350\u7cfb\u7edf\u3001\u591a\u6a21\u6001\u5b66\u4e60\u5145\u6ee1\u70ed\u60c5\u7684\u4f60\u52a0\u5165\uff0c\u4e00\u8d77\u6253\u9020\u884c\u4e1a\u9886\u5148\u7684\u89c6\u9891\u7b97\u6cd5\uff01\u5c97\u4f4d\u804c\u8d23 \u8d1f\u8d23\u89c6\u9891\u63a8\u8350\u7cfb\u7edf\u5168\u94fe\u8def\u7b97\u6cd5\u7814\u53d1\u4e0e\u4f18\u5316\uff0c\u5305\u62ec\u53ec\u56de\u3001\u7c97\u6392\u3001\u7cbe\u6392\u3001\u91cd\u6392\u7b49\u6a21\u5757\uff0c\u6301\u7eed\u63d0\u5347\u7528\u6237\u5b8c\u64ad\u7387\u3001\u4e92\u52a8\u7387\u3001\u7559\u5b58\u65f6\u957f\u7b49\u6838\u5fc3\u6307\u6807\uff1b\n\u6316\u6398\u7528\u6237\u884c\u4e3a\u7279\u5f81\u4e0e\u89c6\u9891\u591a\u6a21\u6001\u5185\u5bb9\uff08\u89c6\u89c9\u3001\u97f3\u9891\u3001\u6587\u672c\uff09\uff0c\u6784\u5efa\u7cbe\u51c6\u7684\u7528\u6237\u753b\u50cf\u548c\u89c6\u9891\u8868\u5f81\u6a21\u578b\uff0c\u5b9e\u73b0\u4e2a\u6027\u5316\u667a\u80fd\u63a8\u8350\uff1b\n\u63a2\u7d22\u5e76\u843d\u5730\u524d\u6cbf\u6280\u672f\uff0c\u5982 Transformer \u3001\u56fe\u795e\u7ecf\u7f51\u7edc\u3001\u591a\u6a21\u6001\u5927\u6a21\u578b\u3001AIGC \u5728\u89c6\u9891\u63a8\u8350\u4e2d\u7684\u5e94\u7528\uff0c\u63a8\u52a8\u7b97\u6cd5\u521b\u65b0\uff1b\n\u8bbe\u8ba1\u5e76\u6267\u884c AB \u5b9e\u9a8c\uff0c\u5206\u6790\u7ebf\u4e0a\u6570\u636e\uff0c\u8bca\u65ad\u95ee\u9898\u5e76\u5feb\u901f\u8fed\u4ee3\u4f18\u5316\u6a21\u578b\u6548\u679c\u4e0e\u7cfb\u7edf\u6027\u80fd\uff1b\n\u4e0e\u4ea7\u54c1\u3001\u540e\u7aef\u3001\u6570\u636e\u56e2\u961f\u7d27\u5bc6\u534f\u4f5c\uff0c\u63a8\u52a8\u7b97\u6cd5\u4ece\u7814\u7a76\u5230\u9ad8\u6548\u7ebf\u4e0a\u843d\u5730\u7684\u5168\u6d41\u7a0b\u3002</p>\n<p>\u4efb\u804c\u8981\u6c42 \u8ba1\u7b97\u673a\u3001\u4eba\u5de5\u667a\u80fd\u3001\u8f6f\u4ef6\u5de5\u7a0b\u3001\u6570\u5b66\u7b49\u76f8\u5173\u4e13\u4e1a\uff0c\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\uff08\u7855\u58eb/\u535a\u58eb\u4f18\u5148\uff09\uff1b</p>\n<p>2 \u5e74\u4ee5\u4e0a\u63a8\u8350\u7cfb\u7edf\u6216\u591a\u5a92\u4f53\u7b97\u6cd5\u5f00\u53d1\u7ecf\u9a8c\uff0c\u6709\u77ed\u89c6\u9891/\u957f\u89c6\u9891\u5e73\u53f0\u5b9e\u9645\u9879\u76ee\u7ecf\u9a8c\u8005\u4f18\u5148\uff1b</p>\n<p>\u624e\u5b9e\u7684\u673a\u5668\u5b66\u4e60/\u6df1\u5ea6\u5b66\u4e60\u57fa\u7840\uff0c\u719f\u7ec3\u638c\u63e1 Python \uff0c\u719f\u6089 PyTorch \u6216 TensorFlow \u81f3\u5c11\u4e00\u79cd\u6846\u67b6\uff1b\n\u719f\u6089\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u5de5\u5177\uff08\u5982 Spark \u3001Flink \uff09\u548c\u5206\u5e03\u5f0f\u7cfb\u7edf\uff0c\u6709\u63a8\u8350\u7cfb\u7edf\u5de5\u7a0b\u843d\u5730\u7ecf\u9a8c\u52a0\u5206\uff1b\n\u5bf9\u89c6\u9891\u5185\u5bb9\u7406\u89e3\uff08 CV \u3001\u97f3\u9891\u5904\u7406\u3001NLP \uff09\u6709\u4e00\u5b9a\u4e86\u89e3\uff0c\u719f\u6089 FFmpeg \u3001OpenCV \u7b49\u5de5\u5177\u8005\u4f18\u5148\uff1b\n\u5177\u5907\u826f\u597d\u7684\u6570\u636e\u5206\u6790\u548c AB \u5b9e\u9a8c\u8bbe\u8ba1\u80fd\u529b\uff0c\u5f3a\u70c8\u7684\u8d23\u4efb\u5fc3\u4e0e\u56e2\u961f\u534f\u4f5c\u7cbe\u795e\uff0c\u80fd\u9002\u5e94\u5feb\u8282\u594f\u7684\u5de5\u4f5c\u73af\u5883\u3002</p>\n<p>\u8bf7\u643a\u5e26\u7b80\u5386\u54a8\u8be2\uff0c\u8c22\u8c22\uff1b TG\uff1a@dajidali2026 E: <a href=\"mailto:ppllmm6868@gmail.com\">ppllmm6868@gmail.com</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/GSDgsd", 
        "name": "GSDgsd", 
        "avatar": "https://cdn.v2ex.com/avatar/2808/a60d/637810_large.png?m=1723008719"
      }, 
      "url": "https://www.v2ex.com/t/1219528", 
      "title": "\u4e1c\u4eac IT \u5de5\u7a0b\u5e08\u62db\u52df\uff5c\u8d74\u65e5\u5de5\u4f5c\u673a\u4f1a\uff5c\u682a\u5f0f\u4f1a\u793e GSD\uff5c\u9ad8\u5ea6\u4eba\u624d\u7b7e\u8bc1\uff0b 20 \u5206", 
      "id": "https://www.v2ex.com/t/1219528", 
      "date_published": "2026-06-11T01:59:10+00:00", 
      "content_html": "\u81ea\u6211\u4ecb\u7ecd<br />\u682a\u5f0f\u4f1a\u793e GSD \u662f\u4e00\u5bb6\u600e\u6837\u7684\u516c\u53f8\uff1f<br />GSD \u6210\u7acb\u4e8e 2015 \u5e74\uff0c\u603b\u90e8\u4f4d\u4e8e\u4e1c\u4eac\u90fd\u6587\u4eac\u533a\u3002\u4f5c\u4e3a\u4e00\u5bb6\u4e13\u6ce8\u4e8e\u8f6f\u4ef6\u5f00\u53d1\u3001\u59d4\u6258\u5f00\u53d1\u53ca\u4e92\u8054\u7f51\u670d\u52a1\u7684\u9ad8\u79d1\u6280\u4f01\u4e1a\uff0c\u516c\u53f8\u5728\u91d1\u878d\uff08\u94f6\u884c\u3001\u8bc1\u5238\u3001\u4fdd\u9669\uff09\u3001\u5546\u4e1a\u3001\u7269\u6d41\u7b49\u9886\u57df\u62e5\u6709\u4e30\u5bcc\u7684\u9879\u76ee\u7ecf\u9a8c\u3002\u4e00\u652f\u7531\u8d44\u6df1\u5de5\u7a0b\u5e08\u7ec4\u6210\u7684\u56e2\u961f\u6d3b\u8dc3\u4e8e\u5f00\u53d1\u4e00\u7ebf\uff0c\u51ed\u501f\u4e00\u6d41\u7684\u6280\u672f\u5b9e\u529b\u4e0e\u7ba1\u7406\u80fd\u529b\uff0cGSD \u4e0e\u591a\u5bb6\u65e5\u672c\u4f01\u4e1a\u5efa\u7acb\u4e86\u7d27\u5bc6\u5408\u4f5c\u5173\u7cfb\uff0c\u8d62\u5f97\u4e86\u5ba2\u6237\u7684\u9ad8\u5ea6\u4fe1\u8d56\u3002<br /><br />GSD \u7684\u4e3b\u8981\u4e1a\u52a1\u6709\u54ea\u4e9b\uff1f<br />\u5373\u6218\u529b\u5de5\u7a0b\u5e08\u6d3e\u9063\uff1a\u4f5c\u4e3a\u4e2d\u65e5\u4e4b\u95f4\u7684\u6280\u672f\u6865\u6881\uff0c\u5feb\u901f\u6d3e\u9063\u5177\u5907\u5b9e\u6218\u80fd\u529b\u7684\u5de5\u7a0b\u5e08\uff0c\u7075\u6d3b\u54cd\u5e94\u5ba2\u6237\u4f01\u4e1a\u7684\u591a\u6837\u5316\u9700\u6c42\u3002<br />\u59d4\u6258\u5f00\u53d1\uff1a\u4ece\u6574\u4f53\u89e3\u51b3\u65b9\u6848\u7684\u63d0\u6848\u5230\u4e2a\u522b\u7cfb\u7edf\u7684\u5f00\u53d1\uff0c\u5c11\u6570\u7cbe\u9510\u7684\u5de5\u7a0b\u5e08\u56e2\u961f\u968f\u65f6\u5f85\u547d\uff0c\u627f\u63a5\u5404\u7c7b\u5f00\u53d1\u9879\u76ee\u3002<br />\u4e2d\u65e5\u79bb\u5cb8\u5f00\u53d1\uff1a\u7ed3\u5408\u5730\u533a\u4eba\u624d\u4f18\u52bf\uff0c\u5b9e\u73b0\u8f6f\u4ef6\u5f00\u53d1\u6210\u672c\u4f18\u5316\uff0c\u4e3a\u9879\u76ee\u843d\u5730\u63d0\u4f9b\u9ad8\u6027\u4ef7\u6bd4\u7684\u9009\u62e9\u3002<br />\u54a8\u8be2\u670d\u52a1\uff1a\u5145\u5206\u5229\u7528 GSD \u7684\u4eba\u624d\u4e0e\u7ecf\u9a8c\u4f18\u52bf\uff0c\u534f\u52a9\u4f01\u4e1a\u89e3\u51b3\u7ecf\u8425\u8bfe\u9898\uff0c\u63d0\u4f9b\u6218\u7565\u5c42\u9762\u7684\u54a8\u8be2\u670d\u52a1\u3002<br /><br />\u6211\u4eec\u6b63\u5728\u5bfb\u627e\u4ec0\u4e48\u6837\u7684\u4f19\u4f34\uff1f<br />\u5177\u5907 3 \u5e74\u4ee5\u4e0a\u5f00\u53d1\u7ecf\u9a8c\uff0c\u719f\u7ec3\u638c\u63e1\u4ee5\u4e0b\u81f3\u5c11\u4e00\u95e8\u6280\u672f\uff1a<br />Java \u3001.NET \u3001VB \u3001COBOL \u3001Android \u3001iOS \u3001PHP \u3001C++/C \u3001SAP \u3001EBS \u3001ABAP \u3001Salesforce \u3001Infra \u3001Ruby \u3001Notes \u3001JSP \u3001JS \u3001CSS \u3001Scala \u3001Go \u3001\u5927\u6570\u636e\u7b49<br />\u65e5\u8bed N2 \u4ee5\u4e0a\uff0c\u80fd\u591f\u8fdb\u884c\u65e5\u5e38\u53e3\u8bed\u6c9f\u901a\uff08\u5728\u65e5\u672c\u5de5\u4f5c\uff0c\u65e5\u8bed\u80fd\u529b\u81f3\u5173\u91cd\u8981\uff09<br />\u5584\u4e8e\u6c9f\u901a\u534f\u8c03\uff0c\u8e0f\u5b9e\u8ba4\u771f\uff0c\u8d23\u4efb\u5fc3\u5f3a<br />\u6709\u5728\u65e5\u5de5\u4f5c\u6216\u7559\u5b66\u7ecf\u5386\u8005\u4f18\u5148\uff0c\u65e0\u76f8\u5173\u7ecf\u5386\u4e5f\u6b22\u8fce<br />\u5b66\u5386\u8981\u6c42\uff1a\u672c\u79d1\u4ee5\u4e0a\uff0c\u8ba1\u7b97\u673a\u4e13\u4e1a\u4f18\u5148\u3002\u5927\u4e13\u5b66\u5386\u6301\u6709\u8f6f\u8003\u8bc1\u4e66\uff0c\u6216\u5de5\u4f5c\u6ee1 10 \u5e74\u4ee5\u4e0a\u4e14\u6301\u6709\u8f6f\u8003\u8bc1\u4e66\u8005\u4ea6\u53ef\u8003\u8651<br /><br />\u6211\u4eec\u80fd\u63d0\u4f9b\u54ea\u4e9b\u798f\u5229\u4e0e\u5de5\u4f5c\u73af\u5883\uff1f<br />\u8001\u677f\u6280\u672f\u51fa\u8eab\uff0c\u61c2\u6280\u672f\u3001\u91cd\u89c6\u4eba\u624d\u57f9\u517b\uff0c\u516c\u53f8\u5185\u90e8\u63d0\u4f9b\u514d\u8d39\u7684\u6280\u672f\u4e0e\u65e5\u8bed\u57f9\u8bad<br />\u8282\u65e5\u798f\u5229\uff1a\u7aef\u5348\u3001\u4e2d\u79cb\u3001\u6625\u8282\u3001\u5143\u65e6\u7b49\u8282\u65e5\u793c\u54c1<br />\u4ea4\u901a\u8d39\u5168\u989d\u62a5\u9500\u3001\u52a0\u73ed\u8d39\u53e6\u8ba1\u3001\u6bcf\u5e74\u81f3\u5c11\u4e00\u6b21\u6da8\u85aa<br />\u5185\u90e8\u63a8\u8350\u5956\u91d1\u3001\u5e26\u4eba\u5956\u91d1<br />\u5458\u5de5\u4f53\u68c0\u3001\u5458\u5de5\u65c5\u884c\u3001\u5e74\u672b\u5fd8\u5e74\u4f1a<br />\u5b89\u5fc3\u8d22\u56e2 WELBOX \u3001\u793e\u5458\u4fdd\u9669\u7b49\u5b8c\u5907\u798f\u5229<br /><br />\u516c\u53f8\u603b\u90e8\u4f4d\u4e8e\u4e1c\u4eac\u90fd\u6587\u4eac\u533a\u5927\u585a<br />\u65e5\u672c\u9ad8\u5ea6\u4eba\u624d\u7b7e\u8bc1\u53ef\u52a0 20 \u5206<br /><br />GSD \u7684\u613f\u666f<br />\u300c\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3067\u4eba\u3092\u96c6\u3081\u3066\u5171\u306b\u6210\u9577\u3059\u308b\u300d<br /><br />\u81ea\u6210\u7acb\u4e4b\u521d\uff0cGSD \u4fbf\u5021\u5bfc\u201c\u4ee5\u4eba\u4e3a\u672c\u201d\u7684\u7ecf\u8425\u7406\u5ff5\uff0c\u575a\u6301\u5728\u5de5\u4f5c\u4e2d\u63d0\u9ad8\u4eba\u3001\u57f9\u517b\u4eba\u3001\u5c0a\u91cd\u4eba\u3001\u6210\u5c31\u4eba\uff0c\u52aa\u529b\u8425\u9020\u76f8\u4e92\u4fe1\u8d56\u3001\u56e2\u7ed3\u534f\u4f5c\u7684\u804c\u573a\u6c1b\u56f4\u3002<br /><br />\u6211\u4eec\u771f\u8bda\u671f\u5f85\u80fd\u4e0e\u5fd7\u540c\u9053\u5408\u7684\u4f19\u4f34\u5171\u4e8b\uff0c\u613f\u4e3a\u60a8\u63d0\u4f9b\u4f18\u539a\u7684\u5f85\u9047\u4e0e\u65bd\u5c55\u624d\u534e\u7684\u7a7a\u95f4\u3002\u6b22\u8fce\u52a0\u5165 GSD \uff0c\u4e0e\u6211\u4eec\u643a\u624b\u5171\u540c\u6210\u957f\u3002<br /><br />\u8054\u7cfb\u6211\u4eec<br />\u7b80\u5386\u6295\u9012\uff08 Base64 \u7f16\u7801\uff09\uff1aYmVpYmVpNjc4MjAyM0AxNjMuY29t"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/justinX", 
        "name": "justinX", 
        "avatar": "https://cdn.v2ex.com/avatar/e2b5/06ca/664687_large.png?m=1701222185"
      }, 
      "url": "https://www.v2ex.com/t/1219449", 
      "title": "\u62db\u8058\uff1a\r\nPosition \u4e00\uff1a CFO\uff08Web3/CEX\uff09\uff0c\r\nPosition \u4e8c\uff1a\u9ad8\u7ea7\u524d\u7aef\u5de5\u7a0b\u5e08\uff08\u9884\u6d4b\u5e02\u573a\uff09", 
      "id": "https://www.v2ex.com/t/1219449", 
      "date_published": "2026-06-10T11:44:32+00:00", 
      "content_html": "Position \u4e00\uff1aCFO \uff08 Web3/CEX \uff09<br />Job Type: Full-Time \uff0cOnsite-HK<br />Salary\uff1a$ 300K/y/500K/y \u5de6\u53f3 + \u671f\u6743<br />PS\uff1a<br />1 \u3001\u8d1f\u8d23\u642d\u5efa\u79bb\u5cb8\u67b6\u6784\u4e0e\u80a1\u6743\u8bbe\u8ba1\uff08\u542b ESOP \uff09\u3001\u534f\u52a9\u7533\u8bf7\u91d1\u878d\u724c\u7167\uff0c\u5e76\u5efa\u7acb\u7a33\u5b9a\u5e01\u7ed3\u7b97\u76f8\u5173\u7684\u8d22\u52a1\u8bb0\u8d26\u3001AML/KYC \u53ca\u98ce\u63a7\u673a\u5236\u3002<br />2 \u3001\u4e3b\u5bfc\u65e9\u671f\u878d\u8d44\u3001\u8d22\u52a1\u5c3d\u8c03\u4e0e\u6761\u6b3e\u8c08\u5224\uff0c\u7edf\u7b79\u8d22\u52a1\u7ba1\u7406\u4f53\u7cfb\u3001\u5185\u63a7\u9884\u7b97\u3001\u7a0e\u52a1\u5ba1\u8ba1\u53ca\u8bc1\u5238\u4e1a\u52a1\u8d44\u91d1\u8c03\u5ea6\u3002<br />3 \u3001\u8981\u6c42 10 \u5e74\u4ee5\u4e0a\u8d22\u52a1\u7ecf\u9a8c\uff08\u542b 5 \u5e74\u8bc1\u5238/\u6295\u884c/\u91d1\u878d\u79d1\u6280\uff09\uff0c\u719f\u6089\u5883\u5916\u67b6\u6784\u4e0e\u8de8\u5883\u8d44\u91d1\uff0c\u6301\u6709 CPA/CFA/ACCA \uff1b\u6709\u6570\u5b57\u8d44\u4ea7/\u724c\u7167\u7533\u8bf7\u7ecf\u9a8c\u53ca\u9ad8\u5c42\u63a8\u8350\u4fe1\u8005\u4f18\u5148\uff0c\u4e2d\u82f1\u6587\u5546\u52a1\u6c9f\u901a\u6d41\u5229\u3002<br /><br />Position \u4e8c\uff1a\u9ad8\u7ea7\u524d\u7aef\u5de5\u7a0b\u5e08\uff08\u9884\u6d4b\u5e02\u573a\uff09<br />Job Type: Full-Time \uff0cRemote<br />Salary\uff1aRMB  base 40K/m \u4ee5\u5185<br />PS\uff1a<br />1 \u3001\u8d1f\u8d23\u4ea4\u6613\u6240\u6838\u5fc3\u524d\u7aef\u7cfb\u7edf\uff08 Web/H5 \uff0c\u8986\u76d6\u884c\u60c5\u3001\u4ea4\u6613\u3001\u8d44\u4ea7\u7b49\uff09\u7684\u8bbe\u8ba1\u4e0e\u4f18\u5316\uff0c\u4e3b\u5bfc\u67b6\u6784\u6f14\u8fdb\u4e0e\u5de5\u7a0b\u6cbb\u7406\u3002<br />2 \u3001\u8981\u6c42 3 \u5e74\u4ee5\u4e0a\u4e2d\u5927\u578b\u524d\u7aef\u9879\u76ee\u7ecf\u9a8c\uff0c\u5fc5\u987b\u6709\uff08 CEX/DEX \uff09\u4ea4\u6613\u6240\u6216\u91d1\u878d\u4ea4\u6613\u4ea7\u54c1\u7ecf\u9a8c\uff1b\u7cbe\u901a React/Vue \u7b49\u4e3b\u6d41\u6280\u672f\u6808\uff0c\u80fd\u72ec\u7acb\u8d1f\u8d23\u590d\u6742\u6a21\u5757\u5e76\u5e26\u9886\u5c0f\u56e2\u961f\u3002<br />3 \u3001\u5fc5\u987b\u719f\u7ec3\u4f7f\u7528 AI Agent \u5de5\u5177\u63d0\u6548\uff0c\u5177\u5907\u5f3a\u6c9f\u901a\u534f\u4f5c\u4e0e ownership \uff0c\u6709\u5b9e\u9645\u56e2\u961f\u6216\u9879\u76ee\u7ba1\u7406\u7ecf\u9a8c\u3002<br /><br /><br />\u8bf7\u643a\u5e26\u7b80\u5386\u54a8\u8be2\uff0c\u8c22\u8c22\uff1b<br />TG\uff1a@jtx_2023<br />E:\u00a0justinxu@futuretalent.com.cn"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/justinX", 
        "name": "justinX", 
        "avatar": "https://cdn.v2ex.com/avatar/e2b5/06ca/664687_large.png?m=1701222185"
      }, 
      "url": "https://www.v2ex.com/t/1219240", 
      "title": "\u62db\u8058\uff1a\r\n\u91cf\u5316\u4ea4\u6613\u7cfb\u7edf\u5de5\u7a0b\u5e08/\u5168\u7aef\u524d\u7aef\u5de5\u7a0b\u5e08\uff08Flutter + React\uff09/\u9996\u5e2d\u5408\u89c4\u5b98/\u5927\u6570\u636e\u5f00\u53d1\u5de5\u7a0b\u5e08", 
      "id": "https://www.v2ex.com/t/1219240", 
      "date_published": "2026-06-10T01:14:30+00:00", 
      "content_html": "Position \u4e00\uff1a\u91cf\u5316\u4ea4\u6613\u7cfb\u7edf\u5de5\u7a0b\u5e08<br />Job Type: Full-Time \uff0cOnsite \u676d\u5dde\uff0c\u672a\u6765\u53ef relocate \u65b0\u52a0\u5761/\u9999\u6e2f\uff08\u53ef\u63d0\u4f9b EP \uff09<br />PS\uff1a<br />1 \u3001\u8d1f\u8d23\u4f4e\u5ef6\u8fdf\u4ea4\u6613\u7cfb\u7edf\u67b6\u6784\u4e0e\u5f00\u53d1\uff08\u884c\u60c5\u3001\u7b56\u7565\u6267\u884c\u3001\u8ba2\u5355\u8def\u7531\u3001\u98ce\u63a7\u7b49\uff09\uff0c\u6781\u81f4\u4f18\u5316\u6027\u80fd\uff0c\u843d\u5730\u7b56\u7565\u9700\u6c42\u5e76\u4fdd\u969c\u7cfb\u7edf\u9ad8\u53ef\u7528\u3002<br />2 \u3001\u53cc\u4e00\u6d41/985/211 \u8ba1\u7b97\u673a\u76f8\u5173\u4e13\u4e1a\uff0c5-8 \u5e74\u540e\u7aef\u7ecf\u9a8c\uff1b<br />3 \u3001\u7cbe\u901a Java/Kotlin/Scala/Rust/C++ \u4e4b\u4e00\uff0c\u719f\u6089\u4f4e\u5ef6\u8fdf\u3001\u5e76\u53d1\u3001\u7f51\u7edc\u7f16\u7a0b\u53ca\u6027\u80fd\u8c03\u4f18\uff0c\u6709\u4ea4\u6613/\u98ce\u63a7/\u64ae\u5408\u7cfb\u7edf\u7ecf\u9a8c\u4f18\u5148\u3002<br /><br />Position \u4e8c\uff1a\u5168\u7aef\u524d\u7aef\u5de5\u7a0b\u5e08\uff08 Flutter + React \uff09<br />Job Type: Full-Time \uff0cRemote<br />PS\uff1a<br />1 \u3001\u804c\u8d23\uff1a\u7528 Flutter \u5f00\u53d1\u9ad8\u6027\u80fd\u4ea4\u6613 App \uff08\u542b\u667a\u80fd\u5408\u7ea6\u8c03\u7528\uff09\uff0c\u7528 React \u652f\u6491\u8f7b\u91cf\u7ea7 Web \u524d\u7aef\uff0c\u590d\u7528\u8bbe\u8ba1\u903b\u8f91\u5e76\u4fdd\u969c\u6027\u80fd\u4e0e\u7a33\u5b9a\u6027\u3002<br />2 \u3001\u8981\u6c42\uff1aFlutter \u5f3a\u9879 + CEX/DEX \u80cc\u666f\uff0c\u5168\u65e5\u5236\u672c\u79d1\u8ba1\u7b97\u673a\u4e13\u4e1a\uff0c2/8 \u5e74\u4ee5\u4e0a Flutter \u751f\u4ea7\u7ea7\u7ecf\u9a8c\uff0c\u4f1a React \uff0c\u719f\u6089 REST/WebSocket \u3002<br />3 \u3001\u52a0\u5206\uff1a\u667a\u80fd\u5408\u7ea6\u4ea4\u4e92\u3001\u4ea4\u6613/\u91d1\u878d\u7c7b UI \u3001\u52a8\u753b\u4f18\u5316\u3001\u7edf\u4e00\u8bbe\u8ba1\u4f53\u7cfb\uff0c\u4e14\u5de5\u4f5c\u4e3b\u52a8\u3001\u6267\u884c\u529b\u5f3a\u3002<br /><br />Position \u4e09\uff1aChief Compliance Officer\u00a0\u9996\u5e2d\u5408\u89c4\u5b98<br />Remote \uff08 Hong Kong, Singapore, Dubai \uff09<br />PS\uff1a<br />1 \u3001\u5177\u5907\u6709\u516c\u53f8\u67b6\u6784\u8bbe\u8ba1\uff0c\u5168\u7403\u76d1\u7ba1\u6f14\u53d8\u8d8b\u52bf\u7814\u7a76\u548c\u89c1\u89e3\uff0c\u4e2d\u82f1\u6587\u6d41\u5229\uff0c <br />2 \u3001\u5b66\u5386\u80cc\u666f\u597d&amp;\u8111\u5b50\u6d3b\u7edc\u53ca\u9002\u914d\u6027\u9ad8\uff0c\u9700\u8981\u5934\u90e8 CEX/DEX \u56fd\u9645\u5316\u5168\u804c\u4ece\u4e1a\u80cc\u666f\u3002<br /><br />Position \u56db\uff1a\u5927\u6570\u636e\u5f00\u53d1\u5de5\u7a0b\u5e08<br />Job Type: Full-Time \uff0cRemote<br />PS\uff1a<br />1 \u3001\u5177\u5907\u6570\u636e\u6574\u4f53\u67b6\u6784\u8bbe\u8ba1\u4e0e\u843d\u5730\u5f00\u53d1\u80fd\u529b\uff0c\u517c\u5177\u540e\u7aef\u5de5\u7a0b\u7ecf\u9a8c\uff1b<br />2 \u3001\u5177\u5907 CEX/DEX \u4efb\u804c\u80cc\u666f\uff08 Top3 \u4f18\u5148\uff09\uff0c\u6709 AI \u4f7f\u7528\u7ecf\u9a8c\uff1b<br />3 \u3001\u8ba1\u7b97\u673a/\u6570\u5b66\u4e13\u4e1a\u672c\u79d1\u53ca\u4ee5\u4e0a\u4f18\u5148\u3002<br /><br />\u8bf7\u643a\u5e26\u7b80\u5386\u54a8\u8be2\uff0c\u8c22\u8c22\uff1b<br />TG\uff1a@jtx_2023<br />E:\u00a0justinxu@futuretalent.com.cn"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/zsta", 
        "name": "zsta", 
        "avatar": "https://cdn.v2ex.com/gravatar/e7d6011ec68df92753d35fa4a867c18f?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1219175", 
      "date_modified": "2026-06-09T12:19:40+00:00", 
      "content_html": "AI \u5f00\u53d1\u9ad8\u7ea7\u5de5\u7a0b\u5e08\uff08 30k-60k \uff09<br />\u5c97\u4f4d\u804c\u8d23<br />1. AI \u5de5\u4f5c\u6d41\u5f00\u53d1\u4e0e\u90e8\u7f72<br />   \u5f00\u53d1\u667a\u80fd\u4f53\uff08 Agent \uff09\u5de5\u4f5c\u6d41\uff0c\u652f\u6301\u81ea\u52a8\u5316\u5b9e\u9a8c\u65b9\u6848\u751f\u6210\u4e0e\u53c2\u6570\u8c03\u4f18\u7b56\u7565\u751f\u6210\uff0c \u57fa\u4e8e AI \u7684\u7814\u53d1\u751f\u4ea7\u7ba1\u7ebf\u3002<br />   \u5c06 AI \u6a21\u578b\u96c6\u6210\u81f3\u73b0\u6709 AB \u6d4b\u8bd5\u5e73\u53f0\uff0c\u786e\u4fdd\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u5e76\u53d1\u7684\u5b9e\u65f6\u63a8\u7406\u80fd\u529b\u3002<br />2. \u534f\u52a9 AB \u6d4b\u8bd5\u56e2\u961f\u4f18\u5316\u6d41\u91cf\u5206\u914d\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u7ed3\u679c\u9884\u6d4b\u3002<br />3. \u6570\u636e\u9a71\u52a8\u5b9e\u9a8c\u4f18\u5316<br />   \u7ed3\u5408\u6e38\u620f\u4e1a\u52a1\u6570\u636e\uff08\u7528\u6237\u884c\u4e3a\u3001\u4ed8\u8d39\u3001\u7559\u5b58\u7b49\uff09\uff0c\u57fa\u4e8e\u5927\u6a21\u578b\u7684\u5206\u6790\u6846\u67b6\uff0c\u66ff\u4ee3\u4f20\u7edf\u7edf\u8ba1\u68c0\u9a8c\u65b9\u6cd5\u3002<br />   \u5f00\u53d1\u81ea\u52a8\u5316\u5206\u6790\u5de5\u5177\uff0c\u5b9e\u65f6\u76d1\u63a7\u5b9e\u9a8c\u6548\u679c\u5e76\u751f\u6210\u51b3\u7b56\u5efa\u8bae\uff08\u5982\u63d0\u524d\u7ec8\u6b62\u4f4e\u6548\u5b9e\u9a8c\uff09\u3002<br />4. \u8de8\u56e2\u961f\u534f\u4f5c<br />   \u4e0e\u6570\u636e\u5de5\u7a0b\u5e08\u534f\u4f5c\uff0c\u6784\u5efa\u9ad8\u6027\u80fd\u6570\u636e\u7ba1\u9053\uff0c\u652f\u6301 AI \u6a21\u578b\u7684\u8bad\u7ec3\u4e0e\u8fed\u4ee3\u3002<br />   \u534f\u52a9\u6e38\u620f\u7b56\u5212\u56e2\u961f\uff0c\u5c06\u4e1a\u52a1\u5047\u8bbe\u8f6c\u5316\u4e3a\u53ef\u91cf\u5316\u7684 AI \u4f18\u5316\u76ee\u6807\u3002<br />5. \u6280\u672f\u524d\u77bb\u6027\u63a2\u7d22<br />   \u8ddf\u8e2a AI \u5728\u6e38\u620f AB \u6d4b\u8bd5\u9886\u57df\u7684\u524d\u6cbf\u6280\u672f\uff08\u5982 Meta-learning \u3001\u591a\u667a\u80fd\u4f53\u534f\u4f5c\uff09\uff0c\u63a8\u52a8\u6280\u672f\u843d\u5730\u3002<br /><br />\u6280\u672f\u80fd\u529b<br />1. 3 \u5e74\u4ee5\u4e0a\u673a\u5668\u5b66\u4e60/AI \u5f00\u53d1\u7ecf\u9a8c\uff0c\u719f\u7ec3\u638c\u63e1 Python \u53ca\u4e3b\u6d41\u6846\u67b6\uff08 TensorFlow/PyTorch \uff09\u3002<br />2. \u7cbe\u901a\u5f3a\u5316\u5b66\u4e60\u3001\u8d1d\u53f6\u65af\u4f18\u5316\u7b49\u6280\u672f\uff0c\u6709 AB \u6d4b\u8bd5\u76f8\u5173\u9879\u76ee\u7ecf\u9a8c\u3002<br />3. \u719f\u6089\u5206\u5e03\u5f0f\u7cfb\u7edf\u5f00\u53d1\uff08\u5982 Go/Java \uff09\uff0c\u80fd\u72ec\u7acb\u90e8\u7f72 AI \u6a21\u578b API \u3002<br />4. \u667a\u80fd\u4f53\uff08 Agent \uff09\u76f8\u5173\u5f00\u53d1\u7ecf\u9a8c\u3002<br />5. \u6e38\u620f\u4e0e\u6570\u636e\u654f\u611f\u5ea6<br />6. \u7406\u89e3\u6e38\u620f\u6838\u5fc3\u6307\u6807\uff08 LTV \u3001\u7559\u5b58\u7387\u3001\u4ed8\u8d39\u8f6c\u5316\u7b49\uff09\uff0c\u80fd\u5feb\u901f\u5b9a\u4f4d\u4e1a\u52a1\u75db\u70b9\u3002<br />7. \u719f\u7ec3\u4f7f\u7528 SQL/Spark \uff0c\u5177\u5907\u5927\u89c4\u6a21\u6e38\u620f\u6570\u636e\u5206\u6790\u7ecf\u9a8c\u3002<br /><br />\u5de5\u7a0b\u601d\u7ef4<br />\u6ce8\u91cd\u6a21\u578b\u6027\u80fd\u4f18\u5316\uff08\u5982\u63a8\u7406\u5ef6\u8fdf\u3001\u8d44\u6e90\u5360\u7528\uff09\uff0c\u719f\u6089 Docker/Kubernetes \u90e8\u7f72\u3002<br />\u52a0\u5206\u9879<br />\u6709\u6e38\u620f\u884c\u4e1a\u5f00\u53d1\u7ecf\u9a8c\u6216\u719f\u6089 AI \u9886\u57df\u76f8\u5173\u524d\u6cbf\u5de5\u5177\u3002<br />\u53d1\u8868\u8fc7\u76f8\u5173\u9886\u57df\u8bba\u6587\u6216\u5f00\u6e90\u9879\u76ee\u8d21\u732e\u3002<br /><br /><br />Agent \u5f00\u53d1\u5de5\u7a0b\u5e08\uff08 30k-50k \uff09<br />\u5c97\u4f4d\u8981\u6c42\uff1a   <br />1 \u3001\u719f\u6089\u4e3b\u6d41\u5927\u6a21\u578b\u751f\u6001\uff0c\u5305\u62ec\u95ed\u6e90\u6a21\u578b\uff08 GPT-4o \u3001\u6587\u5fc3\u4e00\u8a00\u3001\u901a\u4e49\u5343\u95ee\uff09\u548c\u5f00\u6e90\u6a21\u578b\uff08 Llama 3 \u3001Qwen \u3001Mistral \uff09\u7684\u8c03\u7528\u65b9\u5f0f\u4e0e\u7279\u6027\u5dee\u5f02\uff1b<br />2 \u3001\u5177\u5907\u6a21\u578b\u9009\u578b\u4e0e\u9002\u914d\u80fd\u529b\uff0c\u80fd\u6839\u636e\u4e1a\u52a1\u6210\u672c\u3001\u6027\u80fd\u8981\u6c42\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\uff0c\u5e76\u5b8c\u6210 API \u5bf9\u63a5\u3001\u53c2\u6570\u8c03\u4f18\uff08 temperature \u3001top_p \u7b49\uff09\uff0c\u63d0\u793a\u8bcd\u5de5\u7a0b\u3001\u6a21\u578b\u5fae\u8c03\uff1b   <br />3 \u3001\u4e86\u89e3\u8f7b\u91cf\u5316\u6a21\u578b\u90e8\u7f72\uff0c\u5982\u57fa\u4e8e llama.cpp \u3001vLLM \u8fdb\u884c\u5f00\u6e90\u6a21\u578b\u672c\u5730\u90e8\u7f72\u4e0e\u91cf\u5316\uff08 4-bit/8-bit \uff09\uff0c\u6ee1\u8db3\u4f4e\u8d44\u6e90\u73af\u5883\u4e0b\u7684\u5e94\u7528\u9700\u6c42\uff1b  <br />4 \u3001\u7cbe\u901a LangChain/LangGraph \u6838\u5fc3\u7ec4\u4ef6\u4f7f\u7528\uff0c\u5305\u62ec Document Loaders \uff08\u6587\u6863\u52a0\u8f7d\uff09\u3001Text Splitters \uff08\u6587\u672c\u5206\u5272\uff09\u3001Vector Stores \uff08\u5411\u91cf\u5b58\u50a8\uff0c\u5982 Chroma \u3001FAISS \uff09\u3001Retrievers \uff08\u68c0\u7d22\u5668\uff09\u3001Chains \uff08\u94fe\uff09\u3001Agents \uff08\u667a\u80fd\u4f53\uff09\uff1b    <br />5 \u3001\u80fd\u57fa\u4e8e LangChain \u642d\u5efa\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08 RAG \uff09\u7cfb\u7edf\uff0c\u5b9e\u73b0 \u201c\u77e5\u8bc6\u5e93\u52a0\u8f7d\u2192\u6587\u672c\u5411\u91cf\u5316\u2192\u68c0\u7d22\u2192\u751f\u6210\u201d \u5168\u6d41\u7a0b\u95ed\u73af\uff1b  <br />6 \u3001\u5177\u5907 LangChain \u5e94\u7528\u4f18\u5316\u80fd\u529b\uff0c\u5982\u4f18\u5316\u68c0\u7d22\u7b56\u7565\uff08\u6df7\u5408\u68c0\u7d22\u3001\u91cd\u6392\u5e8f\uff09\u3001\u89e3\u51b3\u4e0a\u4e0b\u6587\u7a97\u53e3\u9650\u5236\u3001\u63d0\u5347\u751f\u6210\u7ed3\u679c\u7684\u51c6\u786e\u6027\u4e0e\u76f8\u5173\u6027\uff1b<br />\u5c97\u4f4d\u804c\u8d23\uff1a    <br />1 \u3001\u8d1f\u8d23\u4f01\u4e1a\u7ea7\u5927\u6a21\u578b\u5e94\u7528\u7684\u8bbe\u8ba1\u4e0e\u5f00\u53d1\uff0c\u57fa\u4e8e\u63d0\u793a\u8bcd\u5de5\u7a0b\u4f18\u5316\u6a21\u578b\u8f93\u51fa\u6548\u679c\uff0c\u63d0\u5347\u4e1a\u52a1\u573a\u666f\u4e0b\u7684\u667a\u80fd\u4ea4\u4e92\u4f53\u9a8c\uff1b   <br />2 \u3001\u57fa\u4e8e LangChain \u6846\u67b6\u642d\u5efa RAG \u7cfb\u7edf\u3001\u667a\u80fd\u4f53\uff08 Agent \uff09\u7b49\u5e94\u7528\uff0c\u5b8c\u6210\u6587\u6863\u68c0\u7d22\u3001\u591a\u6a21\u6001\u4ea4\u4e92\u3001\u6d41\u7a0b\u81ea\u52a8\u5316\u7b49\u529f\u80fd\uff1b    <br />3 \u3001\u5b8c\u6210\u5f00\u6e90/\u95ed\u6e90\u5927\u6a21\u578b\u7684\u9009\u578b\u3001\u5bf9\u63a5\u3001\u8c03\u4f18\u4e0e\u90e8\u7f72\uff0c\u89e3\u51b3\u6a21\u578b\u8c03\u7528\u4e2d\u7684\u6027\u80fd\u3001\u6210\u672c\u3001\u7a33\u5b9a\u6027\u95ee\u9898\uff1b    <br />4 \u3001\u6c89\u6dc0\u63d0\u793a\u8bcd\u6a21\u677f\u3001LangChain \u7ec4\u4ef6\u5c01\u88c5\u3001\u6a21\u578b\u8c03\u4f18\u7684\u6807\u51c6\u5316\u65b9\u6848\uff0c\u5f62\u6210\u6280\u672f\u6587\u6863\u4e0e\u6700\u4f73\u5b9e\u8df5\uff1b    <br />5 \u3001\u4e0e\u4e1a\u52a1\u4fa7\u534f\u4f5c\uff0c\u7406\u89e3\u9700\u6c42\u5e76\u8f6c\u5316\u4e3a\u6280\u672f\u65b9\u6848\uff0c\u63a8\u52a8\u5927\u6a21\u578b\u5e94\u7528\u5728\u5b9e\u9645\u4e1a\u52a1\u4e2d\u843d\u5730\uff1b   <br />6 \u3001AI \u81ea\u52a8\u5316\u65b0\u65b9\u5411\u7684\u63a2\u7d22\u548c\u63a8\u8fdb\uff0c\u7ed9\u81ea\u52a8\u5316\u6d4b\u8bd5\u8d4b\u80fd\u3002<br /><br />\u7b97\u6cd5\u5de5\u7a0b\u5e08\uff08 45k-65k \uff09<br />\u5c97\u4f4d\u804c\u8d23<br />1.\u8d1f\u8d23\u6e38\u620f\u5546\u4e1a\u5316\u573a\u666f\uff08\u7ade\u4ef7\u5e7f\u544a\u5e95\u4ef7\u8bbe\u7f6e\uff0c\u5e7f\u544a\u63a8\u8350\uff0c\u51fa\u5e7f\u65f6\u673a\u4f18\u5316\u7b49\u573a\u666f\uff09\uff0c\u5e73\u8861\u5e7f\u544a\u8bf7\u6c42\u5e95\u4ef7\u4e0e\u5e7f\u544a\u52a0\u8f7d\u6210\u529f\u7387\uff0c\u5339\u914d\u7528\u6237\u4e0e\u5e7f\u544a\uff0c\u63d0\u5347\u7528\u6237\u4e0e\u5e7f\u544a\u4e3b\u4f53\u9a8c\uff0c\u4f18\u5316\u573a\u666f\u7684 eCPM \u3001ARPU \u3001Load Success Rate \u3001CTR \u7b49\u6307\u6807\uff1b<br />2.\u63a2\u7d22\u63d2\u5c4f\u3001\u6fc0\u52b1\u3001banner \u5e7f\u544a\u4ece\u8bf7\u6c42\u5230\u7528\u6237\u70b9\u51fb\u7684\u5168\u94fe\u8def\u4f18\u5316\uff1b<br />3.\u5229\u7528\u6700\u65b0\u7684\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u5305\u62ec\u591a\u4efb\u52a1\u5b66\u4e60\u3001\u591a\u6a21\u6001\u6280\u672f\u3001\u957f\u5e8f\u5217\u5efa\u6a21\u3001\u63a8\u7406\u52a0\u901f\uff0c\u7ed3\u5408\u5b9e\u9645\u4e1a\u52a1\u95ee\u9898\u8fdb\u884c\u6280\u672f\u63a2\u7d22\u548c\u8fd0\u8425\uff1b<br />4.\u7814\u7a76\u65b9\u5411\uff1a\u6df1\u5ea6\u5b66\u4e60\u3001uplift \u6a21\u578b\u3001pCTR \u9884\u4f30\u3001\u5927\u6a21\u578b\u3001\u6a21\u578b\u538b\u7f29\u548c\u63a8\u7406\u52a0\u901f\u7b49\uff1b<br />5.\u652f\u6301\u5176\u4ed6\u6e38\u620f\u76f8\u5173\u7b97\u6cd5\u573a\u666f\u843d\u5730\uff0c\u5982\u4e2a\u6027\u5316\u51fa\u9898\u7b49\u3002<br /><br />\u4efb\u804c\u8981\u6c42<br />1.\u4f18\u79c0\u7684\u7f16\u7801\u80fd\u529b\uff0c\u624e\u5b9e\u7684\u6570\u636e\u7ed3\u6784\u548c\u7b97\u6cd5\u529f\u5e95\uff0c\u719f\u6089 TensorFlow/Pytorch \uff1b<br />2.\u5728\u5e7f\u544a\u3001\u641c\u7d22\u3001\u63a8\u8350\u3001\u591a\u6a21\u6001\u5927\u6a21\u578b\u7b49\u9886\u57df\u6709\u76f8\u5173\u7ecf\u9a8c\u8005\u4f18\u5148\uff1b<br />3.\u719f\u6089\u4e3b\u6d41\u5927\u89c4\u6a21\u6570\u636e\u6316\u6398\u3001\u673a\u5668\u5b66\u4e60\u3001\u5f3a\u5316\u5b66\u4e60\u3001\u5206\u5e03\u5f0f\u8ba1\u7b97\u3001\u8fd0\u7b79\u4f18\u5316\uff0c\u5177\u5907\u5de5\u7a0b\u843d\u5730\u80fd\u529b\uff1b<br />4.\u4f18\u79c0\u7684\u903b\u8f91\u601d\u7ef4\u80fd\u529b\uff0c\u5584\u4e8e\u53d1\u73b0\u5e76\u89e3\u51b3\u95ee\u9898\uff0c\u6709\u5f3a\u70c8\u7684\u8d23\u4efb\u5fc3\uff0c\u4f18\u79c0\u7684\u8868\u8fbe\u80fd\u529b\uff0c\u80fd\u4e0e\u8de8\u56e2\u961f\u6210\u5458\u5408\u4f5c\uff1b<br />5.\u6781\u81f4\u8ffd\u6c42 ABtest \uff0c\u770b\u6570\u95ed\u73af\uff0c\u8fed\u4ee3\u7b97\u6cd5\uff1b<br />6.\u6709\u6e38\u620f\u573a\u666f\u76f8\u5173\u7ecf\u9a8c\u4f18\u5148\u3002<br /><br />\u5730\u70b9\uff1a\u5b89\u8d1e\u95e8\u5730\u94c1\u7ad9\u9644\u8fd1<br />\u798f\u5229\u5f85\u9047\uff1a\u53cc\u4f11\u3001\u4e94\u9669\u4e00\u91d1\u3001\u514d\u8d39\u4e09\u9910\u3001\u623f\u8865<br />\u90ae\u7bb1\uff1a zstao168@163.com", 
      "date_published": "2026-06-09T12:17:37+00:00", 
      "title": "[\u5185\u63a8] \u5317\u4eac\u77e5\u540d\u6e38\u620f\u516c\u53f8\u62db\u8058 AI \u76f8\u5173\u5f00\u53d1\u5de5\u7a0b\u5e08 [\u52a0\u6025]", 
      "id": "https://www.v2ex.com/t/1219175"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/qwe0828", 
        "name": "qwe0828", 
        "avatar": "https://cdn.v2ex.com/avatar/7ffd/85d9/1805_large.png?m=1778228926"
      }, 
      "url": "https://www.v2ex.com/t/1219174", 
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      "content_html": "\u5927\u5bb6\u597d\uff0c\u6211\u53eb\u5c0f\u5929\u300215 \u5e74\u6765\u65e5\uff0c\u5df2\u5728\u65e5 11 \u5e74\u3002<br />\u4e4b\u524d\u66fe\u5728\u4e2d\u56fd\u79fb\u52a8\uff0c\u8d85\u805a\u53d8\u7b49\u516c\u53f8\u505a Sales Engineer \u3002<br />\u76ee\u524d\u5728\u4e00\u5bb6\u65e5\u8d44\u4f01\u4e1a\uff0c\u4e13\u6ce8\u505a\u9488\u5bf9\u5916\u56fd\u4eba\u7684\u65e5\u672c IT \u884c\u4e1a\u7684\u730e\u5934/\u804c\u4e1a\u987e\u95ee\u3002<br />\u76ee\u524d\u624b\u5934\u5f88\u591a\u65e5\u672c\u6b63\u793e\u5458\u804c\u4f4d\u6b63\u5728\u5f00\u653e\u62db\u8058\uff0c\u5e0c\u671b\u80fd\u5e2e\u52a9\u60f3\u6765\u65e5\u672c\u53d1\u5c55\u6216\u5728\u65e5\u672c\u5bfb\u6c42\u8f6c\u804c\u7684\u670b\u53cb\u4eec\u3002<br /><br />\u6211\u4e0d\u4ec5\u63d0\u4f9b\u804c\u4f4d\u63a8\u8350\uff0c\u8fd8\u4f1a\u534f\u52a9\u5927\u5bb6\u8fdb\u884c\u7b80\u5386\u4f18\u5316\u548c\u9762\u8bd5\u5bf9\u7b56\uff0c\u6b22\u8fce\u611f\u5174\u8da3\u7684\u670b\u53cb\u4ea4\u6d41\uff01<br />\u6d41\u7a0b\u5b8c\u5168\u514d\u8d39\uff0c\u4e0d\u4f1a\u6536\u53d6\u4efb\u4f55\u8d39\u7528\uff01<br />---<br />\u4eca\u5929\u5e2e\u5927\u5bb6\u5e26\u6765\u4e00\u4e2a\u6781\u5176\u4f18\u8d28\u7684\u5927\u5382\u81ea\u7814\u6838\u5fc3\u5c97\u4f4d\u3002\u8be5\u90e8\u95e8\u4e3b\u8981\u8d1f\u8d23\u5168\u7403\u5316\u5171\u4eab\u79fb\u52a8\u7535\u6e90\uff08 CHARGESPOT \uff09\u53ca\u5404\u79cd\u5404\u7c7b\u5168\u65b0\u51fa\u6d77\u4e1a\u52a1\uff0c\u9762\u5bf9\u7684\u662f 10 \u4e07+ \u667a\u80fd IoT \u8bbe\u5907\u548c\u8d85 2000 \u4e07\u5168\u7403\u7528\u6237\u3002\u56e2\u961f\u9ad8\u5ea6\u56fd\u9645\u5316\uff0c\u53d1\u5c55\u7a7a\u95f4\u5de8\u5927\uff01\u6709\u5174\u8da3\u7b26\u5408\u6761\u4ef6\u7684\u670b\u53cb\u8bf7\u8054\u7cfb\u6211\uff01<br /><br />\ud83d\udcee \u8054\u7cfb\u65b9\u5f0f<br /><br />WeChat\uff1aphi0620<br />Line\uff1altc0620<br />LinkedIn\uff1a <a target=\"_blank\" href=\"https://www.linkedin.com/in/jun-amagishi-tianchun-li-37b671407/\" rel=\"nofollow noopener\">https://www.linkedin.com/in/jun-amagishi-tianchun-li-37b671407/</a><br /><br />\ud83d\udfe2 \u62db\u8058\u804c\u79cd<br />SRE \u5de5\u7a0b\u5e08 (SRE Engineer - 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\u7b49\uff1b</li>\n<li>\u5177\u5907\u8f83\u597d\u7684\u4ee3\u7801\u8d28\u91cf\u610f\u8bc6\uff0c\u80fd\u5199\u51fa\u53ef\u7ef4\u62a4\u3001\u53ef\u590d\u7528\u3001\u6613\u6269\u5c55\u7684\u524d\u7aef\u4ee3\u7801\uff1b</li>\n<li>\u5177\u5907\u8f83\u5f3a\u7684\u589e\u957f\u610f\u8bc6\u548c\u8de8\u804c\u80fd\u534f\u4f5c\u80fd\u529b\uff0c\u80fd\u591f\u7ed3\u5408\u4e1a\u52a1\u76ee\u6807\u3001\u7528\u6237\u884c\u4e3a\u3001\u8f6c\u5316\u8def\u5f84\u548c\u6570\u636e\u53cd\u9988\uff0c\u63a8\u52a8\u9875\u9762\u4e0e\u529f\u80fd\u6301\u7eed\u8fed\u4ee3\u3002</li>\n</ol>\n<h2>\u52a0\u5206\u9879</h2>\n<ol>\n<li>\u6709\u6d77\u5916 SaaS \u3001AI \u4ea7\u54c1\u3001API \u5e73\u53f0\u3001\u5f00\u53d1\u8005\u5de5\u5177\u7c7b\u4ea7\u54c1\u76f8\u5173\u7ecf\u9a8c\uff1b</li>\n<li>\u505a\u8fc7\u589e\u957f\u9875\u9762\u3001\u8425\u9500\u9875\u3001\u6ce8\u518c\u8f6c\u5316\u9875\u3001SEO \u5185\u5bb9\u627f\u63a5\u9875\u6216\u6d3b\u52a8\u8f6c\u5316\u94fe\u8def\uff1b</li>\n<li>\u719f\u6089 Google Analytics \u3001Search Console \u3001Microsoft Clarity \u7b49\u6570\u636e\u548c\u7528\u6237\u884c\u4e3a\u5206\u6790\u5de5\u5177\uff1b</li>\n</ol>\n<h2>\u5de5\u4f5c\u5730\u70b9</h2>\n<p>\u5317\u4eac\n\uff08\u6ce8\uff1a\u4f18\u79c0\u8005\u53ef\u4ee5\u652f\u6301\u8fdc\u7a0b\uff09</p>\n<h2>\u85aa\u8d44</h2>\n<p>20-35K</p>\n<h2>\u6295\u9012\u90ae\u7bb1</h2>\n<p>jenny.luo@atlascloud.ai</p>\n", 
      "date_published": "2026-06-09T06:54:41+00:00", 
      "title": "[\u5317\u4eac] [\u53ef\u63a5\u53d7\u8fdc\u7a0b] \u6025\u62db\u4e2d\u7ea7\u524d\u7aef\u5f00\u53d1\u5de5\u7a0b\u5e08", 
      "id": "https://www.v2ex.com/t/1219077"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/woyixinyiyi", 
        "name": "woyixinyiyi", 
        "avatar": "https://cdn.v2ex.com/avatar/c009/ccac/298638_large.png?m=1556440268"
      }, 
      "url": "https://www.v2ex.com/t/1219071", 
      "date_modified": "2026-06-09T06:40:37+00:00", 
      "content_html": "\u804c\u4f4d\u63cf\u8ff0<br />1 \u3001\u8d1f\u8d23\u963f\u91cc\u56fd\u9645(Aliexpress)\u7535\u5546\u4ea4\u6613\u7cfb\u7edf\u7684\u8d2d\u7269\u8f66\u3001\u4e0b\u5355\u3001\u8ba2\u5355\u7ba1\u7406\u548c\u9006\u5411\u6d41\u7a0b\u7684\u5f00\u53d1\u4e0e\u4f18\u5316\uff0c\u786e\u4fdd\u4ea4\u6613\u6d41\u7a0b\u7684\u987a\u7545\u4e0e\u9ad8\u6548\u3002<br />2 \u3001\u8bbe\u8ba1\u5e76\u5b9e\u65bd\u9ad8\u53ef\u7528\u3001\u9ad8\u6027\u80fd\u7684 Java \u67b6\u6784\uff0c\u4ee5\u652f\u6301\u5927\u89c4\u6a21\u5e76\u53d1\u4ea4\u6613\u5904\u7406\u3002<br />3 \u3001\u53c2\u4e0e Agent \u5f00\u53d1\uff0c\u63d0\u5347\u7cfb\u7edf\u81ea\u52a8\u5316\u5904\u7406\u80fd\u529b\u548c\u667a\u80fd\u5316\u6c34\u5e73\u3002<br />4 \u3001\u4e0e\u56e2\u961f\u534f\u4f5c\uff0c\u5229\u7528\u5927\u6a21\u578b\u8bad\u7ec3\u6280\u672f\uff0c\u4f18\u5316 Agent \u5904\u7406\u6548\u7387\u548c\u6b63\u786e\u7387\u3002<br /><br />\u804c\u4f4d\u8981\u6c42<br />1 \u3001\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\u6216\u76f8\u5173\u4e13\u4e1a\uff0c\u624e\u5b9e\u7684 Java \u57fa\u7840\u548c\u67b6\u6784\u8bbe\u8ba1\u80fd\u529b\u3002<br />2 \u3001\u5177\u6709\u81f3\u5c11 3 \u5e74\u7684 Java/python \u6216\u8005\u5176\u4ed6\u8bed\u97f3\u5f00\u53d1\u7ecf\u9a8c\uff0c\u6709\u5b9e\u9645\u7684 Agent \u5f00\u53d1\u9879\u76ee\u7ecf\u9a8c\u8005\u4f18\u5148\u3002<br />3 \u3001\u719f\u6089\u5927\u6a21\u578b\u8bad\u7ec3\u6280\u672f\uff0c\u6709\u5b9e\u9645\u5e94\u7528\u7ecf\u9a8c\u8005\u66f4\u4f73\u3002<br />4 \u3001\u826f\u597d\u7684\u56e2\u961f\u5408\u4f5c\u7cbe\u795e\uff0c\u5177\u5907\u4f18\u79c0\u7684\u6c9f\u901a\u548c\u534f\u8c03\u80fd\u529b\uff0c\u80fd\u4e0e\u8de8\u90e8\u95e8\u56e2\u961f\u6709\u6548\u534f\u4f5c\u3002<br />5 \u3001\u5bf9\u7535\u5546\u4ea4\u6613\u6d41\u7a0b\u6709\u6df1\u5165\u7406\u89e3\uff0c\u5584\u4e8e\u89e3\u51b3\u95ee\u9898\uff0c\u6709\u521b\u65b0\u601d\u7ef4\uff0c\u81f4\u529b\u4e8e\u63d0\u5347\u4ea4\u6613\u7cfb\u7edf\u7684\u8d28\u91cf\u548c\u6548\u7387\u3002<br /><br />\u6d41\u7a0b\u8d85\u5feb\uff0c\u901f\u6765\uff0c\u6211\u4e13\u7a0b\u8ddf\u8fdb\u3002<br /><br />(985 \u3001211 \u3001\u53cc\u4e00\u6d41\uff09 \u6216\u8005 \uff08\u4e2d\u5927\u5382\u7ecf\u9a8c\uff09<br /><br />\u8054\u7cfb vx\uff1aczQ1NDU2OTQ2 (base64)", 
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      "title": "\u963f\u91cc\u56fd\u9645(Aliexpress)\u6025\u62db Agent \u5f00\u53d1\uff0c\u6d41\u7a0b\u5feb\uff0c\u6700\u6838\u5fc3\u7684\u4ea4\u6613\u4e1a\u52a1\uff0c\u901f\u6765", 
      "id": "https://www.v2ex.com/t/1219071"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/zhyaoyu", 
        "name": "zhyaoyu", 
        "avatar": "https://cdn.v2ex.com/gravatar/862fe62d846a9b75e186554b0dcff024?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1219069", 
      "title": "\u5b9e\u5728\u6ca1\u529e\u6cd5\u4e86\uff0c\u9700\u8981\u62db\u8058 \u4f1a\u8f6f\u786c\u4ef6\u5f00\u53d1\u7684\u5d4c\u5165\u5f0f\u5de5\u4f5c\u5e08\u3002\u4e0d\u77e5\u9053\u8fd9\u91cc\u80fd\u4e0d\u80fd\u9047\u5230\u3002", 
      "id": "https://www.v2ex.com/t/1219069", 
      "date_published": "2026-06-09T06:37:41+00:00", 
      "content_html": "<h1>\u5d4c\u5165\u5f0f\u786c\u4ef6\u5de5\u7a0b\u5e08</h1>\n<h2>\u85aa\u8d44\u8303\u56f4</h2>\n<p>12K-20K \uff08\u80fd\u529b\u4f18\u79c0\u53ef\u9762\u8bae\uff09</p>\n<h2>\u5de5\u4f5c\u5730\u70b9</h2>\n<p>\u676d\u5dde</p>\n<h2>\u5c97\u4f4d\u804c\u8d23</h2>\n<ol>\n<li>\u8d1f\u8d23 DTU \u3001LoRa/4G \u7f51\u5173\u7b49\u7269\u8054\u7f51\u4ea7\u54c1\u7684\u786c\u4ef6\u8bbe\u8ba1\u4e0e\u5f00\u53d1\uff1b</li>\n<li>\u8d1f\u8d23\u4ea7\u54c1\u539f\u7406\u56fe\u8bbe\u8ba1\u3001PCB Layout \u3001\u5668\u4ef6\u9009\u578b\u3001BOM \u6574\u7406\u53ca\u786c\u4ef6\u8c03\u8bd5\uff1b</li>\n<li>\u8d1f\u8d23 LoRa \u30014G Cat.1 \u3001\u4ee5\u592a\u7f51\u7b49\u901a\u4fe1\u63a5\u53e3\u8bbe\u8ba1\u4e0e\u8c03\u8bd5\uff1b</li>\n<li>\u8d1f\u8d23 STM32 \u7cfb\u5217 MCU \u5916\u56f4\u7535\u8def\u8bbe\u8ba1\u4e0e\u8f6f\u786c\u4ef6\u8054\u8c03\uff1b</li>\n<li>\u9700\u8981\u6709\u4e00\u5b9a\u7684\u5d4c\u5165\u5f0f\u8f6f\u4ef6\u5f00\u53d1\u80fd\u529b\uff1b</li>\n<li>\u8f93\u51fa\u8bbe\u8ba1\u6587\u6863\u3001\u6d4b\u8bd5\u6587\u6863\u53ca\u751f\u4ea7\u8d44\u6599\u3002</li>\n</ol>\n<h2>\u4efb\u804c\u8981\u6c42</h2>\n<h3>\u5fc5\u987b\u5177\u5907</h3>\n<ol>\n<li>2 \u5e74\u4ee5\u4e0a\u5d4c\u5165\u5f0f\u786c\u4ef6\u5f00\u53d1\u7ecf\u9a8c\uff1b</li>\n<li>\u719f\u7ec3\u4f7f\u7528 Altium Designer \u8fdb\u884c\u539f\u7406\u56fe\u8bbe\u8ba1\u53ca PCB \u8bbe\u8ba1\uff1b</li>\n<li>\u719f\u6089 STM32 \u3001APM32 \u7b49 MCU \u786c\u4ef6\u8bbe\u8ba1\uff1b</li>\n<li>\u719f\u6089 RS485 \u3001UART \u3001SPI \u3001IIC \u3001CAN \u7b49\u63a5\u53e3\u7535\u8def\uff1b</li>\n<li>\u719f\u6089\u5f00\u5173\u7535\u6e90\u3001\u7535\u6e90\u7ba1\u7406\u3001\u7535\u78c1\u517c\u5bb9\u8bbe\u8ba1\uff1b</li>\n<li>\u80fd\u72ec\u7acb\u5b8c\u6210\u4ea7\u54c1\u4ece\u9700\u6c42\u5230\u6837\u673a\u7684\u5f00\u53d1\u5de5\u4f5c\uff1b</li>\n<li>\u80fd\u719f\u7ec3\u4f7f\u7528\u793a\u6ce2\u5668\u3001\u903b\u8f91\u5206\u6790\u4eea\u3001\u4e07\u7528\u8868\u7b49\u8c03\u8bd5\u5de5\u5177\u3002</li>\n</ol>\n<h2>\u52a0\u5206\u9879\uff08\u91cd\u70b9\u5173\u6ce8\uff09</h2>\n<p>\u6ee1\u8db3\u4efb\u610f\u4e24\u9879\u4ee5\u4e0a\u4f18\u5148\u5f55\u7528\uff1a</p>\n<ul>\n<li>\u505a\u8fc7 DTU \u4ea7\u54c1\uff1b</li>\n<li>\u505a\u8fc7 LoRa \u7f51\u5173\u6216 LoRa \u8282\u70b9\uff1b</li>\n<li>\u505a\u8fc7 4G Cat.1 / NB-IoT \u4ea7\u54c1\uff1b</li>\n<li>\u6709\u8f6f\u786c\u4ef6\u72ec\u7acb\u5f00\u53d1\u7ecf\u9a8c\uff1b</li>\n<li>\u80fd\u7f16\u5199 STM32 \u9a71\u52a8\u53ca\u7b80\u5355\u4e1a\u52a1\u903b\u8f91\u4ee3\u7801\uff1b</li>\n<li>\u4f7f\u7528\u8fc7 RTOS \uff08 freeRTOS\\Threadx\\RT-Thread)\u7b49\u3002</li>\n</ul>\n<h2>\u4e0d\u592a\u5339\u914d\u7684\u65b9\u5411</h2>\n<p>\u4ee5\u4e0b\u80cc\u666f\u53ef\u4f5c\u4e3a\u53c2\u8003\uff0c\u4f46\u4f18\u5148\u7ea7\u8f83\u4f4e\uff1a</p>\n<ul>\n<li>\u5bb6\u7535\u63a7\u5236\u677f</li>\n<li>\u6d88\u8d39\u7535\u5b50 PCB Layout</li>\n<li>\u7eaf EMC \u5de5\u7a0b\u5e08</li>\n<li>\u7eaf\u6d4b\u8bd5\u5de5\u7a0b\u5e08</li>\n<li>\u7eaf\u8f6f\u4ef6\u5de5\u7a0b\u5e08</li>\n<li>\u7535\u673a\u63a7\u5236\u5de5\u7a0b\u5e08</li>\n<li>\u65e0\u91cf\u4ea7\u7ecf\u9a8c\u7684\u5e94\u5c4a\u751f</li>\n</ul>\n<h2>\u5173\u4e8e\u56e2\u961f/\u516c\u53f8</h2>\n<p>\u4f17\u6d41\u662f\u4e00\u5bb6\u4e13\u6ce8\u4e8e\u53f0\u7403\u884c\u4e1a\u6570\u5b57\u5316\u670d\u52a1\u7684\u79d1\u6280\u4f01\u4e1a\uff0c\u81f4\u529b\u4e8e\u901a\u8fc7\u8f6f\u4ef6\u7cfb\u7edf\u4e0e\u667a\u80fd\u786c\u4ef6\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u63a8\u52a8\u53f0\u7403\u95e8\u5e97\u7ecf\u8425\u7ba1\u7406\u7684\u6570\u5b57\u5316\u5347\u7ea7\u3002</p>\n<p>\u76ee\u524d\uff0c\u4f17\u6d41\u5df2\u4e3a\u5168\u56fd\u5927\u91cf\u53f0\u7403\u95e8\u5e97\u63d0\u4f9b\u7ecf\u8425\u7ba1\u7406\u7cfb\u7edf\u3001\u4f1a\u5458\u7cfb\u7edf\u3001\u8425\u9500\u7cfb\u7edf\u53ca\u6570\u5b57\u5316\u8fd0\u8425\u670d\u52a1\u3002\u968f\u7740\u4e1a\u52a1\u53d1\u5c55\uff0c\u516c\u53f8\u6b63\u5728\u6301\u7eed\u6295\u5165\u667a\u80fd\u786c\u4ef6\u4ea7\u54c1\u7814\u53d1\uff0c\u6253\u9020\u8986\u76d6\u95e8\u5e97\u7ecf\u8425\u5168\u573a\u666f\u7684\u667a\u80fd\u63a7\u5236\u4f53\u7cfb\u3002</p>\n<p>\u6211\u4eec\u7684\u7814\u53d1\u65b9\u5411\u5305\u62ec\uff1a</p>\n<ul>\n<li>\u53f0\u7403\u684c\u667a\u80fd\u63a7\u5236\u7cfb\u7edf</li>\n<li>\u95e8\u5e97\u8bbe\u5907\u8054\u7f51\u7cfb\u7edf</li>\n<li>4G/LoRa 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0 \u5230 1 \u7684\u65b0\u4ea7\u54c1\u7814\u53d1</li>\n<li>\u8f6f\u786c\u4ef6\u4e00\u4f53\u5316\u4ea7\u54c1\u8bbe\u8ba1</li>\n<li>\u667a\u80fd\u8bbe\u5907\u8054\u7f51\u65b9\u6848\u8bbe\u8ba1</li>\n<li>\u5168\u56fd\u89c4\u6a21\u5316\u843d\u5730\u9879\u76ee</li>\n</ul>\n<p>\u4e0e\u56e2\u961f\u4e00\u8d77\u63a8\u52a8\u53f0\u7403\u884c\u4e1a\u7684\u667a\u80fd\u5316\u5347\u7ea7\u3002</p>\n"
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      "date_published": "2026-06-08T13:36:25+00:00", 
      "title": "\u62db\u8058\uff1a\r\n\u91cf\u5316\u4ea4\u6613\u7cfb\u7edf\u5de5\u7a0b\u5e08\uff08\u676d\u5dde\uff09", 
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        "name": "unicornxu", 
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\u751f\u6001\u51e0\u4e4e\u6bcf\u4e2a\u5b63\u5ea6\u90fd\u5728\u91cd\u5851\u3002\u6240\u4ee5\u6bd4\u8d77\"\u4f60\u7528\u8fc7\u54ea\u4e9b\u6846\u67b6\"\uff0c\u6211\u4eec\u66f4\u770b\u91cd\u8fd9\u4e9b\u5e95\u5c42\u7279\u8d28\uff1a</p>\n<ul>\n<li>\n<p><strong>\u7075\u6d3b</strong>\uff1a\u65b9\u6848\u8ddf\u7740\u95ee\u9898\u8d70\uff0c\u4e0d\u7ed1\u5b9a\u4efb\u4f55\u5355\u4e00\u5de5\u5177\u6216\u6280\u672f\u6808\u3002</p>\n</li>\n<li>\n<p><strong>\u6cdb\u5316</strong>\uff1a\u80fd\u628a\u4e00\u4e2a\u573a\u666f\u91cc\u7684\u7ecf\u9a8c\u8fc1\u79fb\u5230\u5168\u65b0\u573a\u666f\uff0c\u628a\u4e00\u6b21\u6027\u89e3\u6cd5\u6536\u655b\u6210\u53ef\u590d\u7528\u7684\u80fd\u529b\u3002</p>\n</li>\n<li>\n<p><strong>\u5b66\u5f97\u5feb</strong>\uff1a\u65b0\u4e1c\u897f\u51fa\u6765\uff0c\u4f60\u80fd\u5728\u51e0\u5929\u5185\u8bfb\u61c2\u3001\u4e0a\u624b\uff0c\u5e76\u5224\u65ad\u5b83\u503c\u4e0d\u503c\u5f97\u7528\u3002</p>\n</li>\n<li>\n<p><strong>\u80fd\u81ea\u5df1\u8dd1\u901a</strong>\uff1a\u7aef\u5230\u7aef\u628a\u4e00\u4e2a\u60f3\u6cd5\u53d8\u6210\u80fd\u6f14\u793a\u3001\u80fd\u9a8c\u8bc1\u7684\u4e1c\u897f\uff0c\u4e0d\u4f9d\u8d56\u522b\u4eba\u642d\u597d\u811a\u624b\u67b6\u3002</p>\n</li>\n<li>\n<p><strong>\u5bf9\u524d\u6cbf\u6709\u771f\u70ed\u60c5</strong>\uff1a\u4f60\u672c\u6765\u5c31\u5728\u8ffd\u6700\u65b0\u7684\u6280\u672f\uff0c\u5e76\u4e50\u4e8e\u52a8\u624b\u628a\u5b83\u7528\u8d77\u6765\u3002</p>\n<p>\u8fd9\u662f\u6211\u4eec\u5bf9\u6240\u6709\u4eba\u7684\u5171\u540c\u671f\u5f85\u3002\u5728\u6b64\u4e4b\u4e0a\uff0c\u4e24\u4e2a\u89d2\u8272\u5404\u6709\u4fa7\u91cd\u3002</p>\n</li>\n</ul>\n<h2>Agent \u4ea7\u54c1\u7ecf\u7406</h2>\n<p>\u4f60\u56de\u7b54\u7684\u6838\u5fc3\u95ee\u9898\u662f\uff1a\u8be5\u4e3a\u4f01\u4e1a\u9020\u54ea\u4e9b Agent \u80fd\u529b\uff0c\u4ee5\u53ca\u505a\u5230\u4ec0\u4e48\u7a0b\u5ea6\u624d\u7b97\u597d\u3002</p>\n<p><strong>\u4f60\u5c06\u8d1f\u8d23</strong></p>\n<ul>\n<li>\n<p>\u628a\u6a21\u7cca\u7684\u4e1a\u52a1\u8bc9\u6c42\uff0c\u6536\u655b\u6210\u7cbe\u786e\u7684\u7528\u6237\u5206\u7fa4\u3001\u786e\u5207\u7684\u95ee\u9898\u548c\u5177\u4f53\u7684\u4f7f\u7528\u573a\u666f\uff0c\u8ba9\u56e2\u961f\u80fd\u7acb\u523b\u5f00\u5e72</p>\n</li>\n<li>\n<p>\u7aef\u5230\u7aef\u62e5\u6709\u4e00\u4e2a\u573a\u666f\uff1a\u4ece\u6d88\u5316\u7528\u6237\u53cd\u9988\uff0c\u5230\u5b9a\u4e49\u573a\u666f\u4e0e\u53e3\u5f84\uff0c\u518d\u5230\u539f\u578b\u3001\u9a8c\u6536\u6807\u51c6\u3001\u4e0a\u7ebf\u4e0e\u590d\u76d8</p>\n</li>\n<li>\n<p>\u5224\u65ad\u6bcf\u4e00\u4e2a\u80fd\u529b\u7684\u6700\u4f73\u5f62\u6001\u2014\u2014\u505a\u6210 Skill \u3001\u6253\u5305\u6210\u63d2\u4ef6\u3001\u8fd8\u662f\u63a5\u5165 MCP\u2014\u2014\u4ee5\u53ca\u5b83\u5728\u4f01\u4e1a\u5185\u5982\u4f55\u88ab\u53d1\u73b0\u3001\u5ba1\u6279\u4e0e\u6cbb\u7406</p>\n</li>\n<li>\n<p>\u8bbe\u8ba1\u5bf9\u8bdd\u6d41\u3001\u610f\u56fe\u7406\u89e3\u3001\u8f93\u51fa\u5951\u7ea6\u7b49\u4ea7\u54c1\u7ea7\u89c4\u5219</p>\n</li>\n<li>\n<p>\u4e0e\u5de5\u7a0b\u3001\u67b6\u6784\u3001\u6570\u636e\u56e2\u961f\u7d27\u5bc6\u534f\u4f5c\uff0c\u628a\u62bd\u8c61\u65b9\u6848\u5feb\u901f\u53d8\u6210\u53ef\u7528\u4ea7\u54c1</p>\n<p><strong>\u6211\u4eec\u671f\u5f85\u4f60</strong></p>\n</li>\n<li>\n<p>\u6709\u51fa\u8272\u7684\u4ea7\u54c1\u54c1\u5473\uff1a\u80fd\u7528\u6570\u636e\u548c\u5de5\u5177\u6d88\u5316\u6d77\u91cf\u53cd\u9988\uff0c\u5bf9\"\u8be5\u505a\u4ec0\u4e48\"\u6709\u597d\u76f4\u89c9\uff08\u5f80\u5f80\u4e0d\u7b49\u4e8e\u7528\u6237\u5634\u4e0a\u8981\u7684\uff09\uff0c\u5e76\u80fd\u4e3a\u4ea7\u51fa\u8bbe\u5b9a\u8ba9\u4eba\u771f\u6b63\u6ee1\u610f\u7684\u6807\u51c6</p>\n</li>\n<li>\n<p>\u80fd\u4eb2\u81ea\u4e0b\u573a\uff1a\u719f\u7ec3\u7528 Claude Code \u7b49\u5de5\u5177\u642d\u51c6\u751f\u4ea7\u7ea7\u539f\u578b\u3001\u5199 prompt \u4e0e Skill \u3001\u8dd1\u8bc4\u4f30\uff0c\u800c\u4e0d\u53ea\u662f\u4ea7\u51fa\u6587\u6863</p>\n</li>\n<li>\n<p>\u61c2\u6570\u636e\uff1a\u80fd\u81ea\u5df1\u5199 SQL \u3001\u8bfb\u6570\u636e\u6765\u652f\u6491\u5224\u65ad\uff0c\u5c24\u5176\u9762\u5411\u6570\u636e\u5206\u6790\u7c7b\u573a\u666f</p>\n</li>\n<li>\n<p>\u80fd\u628a\u590d\u6742\u95ee\u9898\u8bb2\u6e05\u695a\uff0c\u5e76\u5feb\u901f\u628a\u60f3\u6cd5\u53d8\u6210\u539f\u578b</p>\n<p><strong>\u52a0\u5206\u9879</strong>\uff1a\u6709\u5de5\u7a0b\u80cc\u666f\u6216\u80fd\u5199\u4ee3\u7801\u3001BI / \u6570\u636e\u5206\u6790 / \u4e1a\u52a1\u667a\u80fd\u65b9\u5411\u7ecf\u9a8c\u3001\u4f01\u4e1a\u7ea7 ToB \u4ea7\u54c1\u7ecf\u9a8c\u30010-1 \u6216\u521b\u4e1a\u7ecf\u5386\u3002</p>\n</li>\n</ul>\n<h2>Agent \u5f00\u53d1\u5de5\u7a0b\u5e08</h2>\n<p>\u4f60\u56de\u7b54\u7684\u6838\u5fc3\u95ee\u9898\u662f\uff1a\u600e\u4e48\u628a\u8fd9\u4e9b\u80fd\u529b\uff0c\u5de5\u7a0b\u5316\u6210\u9ad8\u53ef\u7528\u3001\u53ef\u6cdb\u5316\u3001\u53ef\u6cbb\u7406\u7684\u751f\u4ea7\u7cfb\u7edf\u3002</p>\n<p><strong>\u4f60\u5c06\u8d1f\u8d23</strong></p>\n<ul>\n<li>\n<p>\u53c2\u4e0e\u4f01\u4e1a\u7ea7 Agent \u7cfb\u7edf\u7684\u6838\u5fc3\u67b6\u6784\u4e0e\u5f00\u53d1\uff1aagent loop \u3001\u5de5\u5177\u8c03\u7528\u3001\u4e0a\u4e0b\u6587\u4e0e\u8bb0\u5fc6\u3001\u53cd\u601d\u673a\u5236\u3001\u591a\u667a\u80fd\u4f53\u7f16\u6392</p>\n</li>\n<li>\n<p>\u628a\u80fd\u529b\u6c89\u6dc0\u4e3a\u53ef\u590d\u7528\u3001\u53ef\u5206\u53d1\u7684\u8d44\u4ea7\u2014\u2014Skill \u3001\u63d2\u4ef6\u3001MCP server\u2014\u2014\u5e76\u63a5\u5165\u4f01\u4e1a Agent Registry \uff0c\u505a\u751f\u4ea7\u7ea7\u6cdb\u5316\u800c\u975e\u4e00\u6b21\u6027\u811a\u672c</p>\n</li>\n<li>\n<p>\u6df1\u5165\u4f18\u5316\u5bf9\u8bdd\u6d41\u3001\u67e5\u8be2\u7406\u89e3\u3001\u610f\u56fe\u8bc6\u522b\u3001\u8bed\u4e49\u89e3\u6790\u7b49\u6a21\u5757</p>\n</li>\n<li>\n<p>\u5efa\u7acb\u8bc4\u4f30\u9a71\u52a8\u7684\u8fed\u4ee3\u95ed\u73af\uff08\u8bc4\u4f30\u96c6\u3001\u56de\u5f52\u3001\u8d28\u91cf\u95e8\u7981\uff09\uff0c\u8ba9\u6bcf\u6b21\u6539\u52a8\u90fd\u53ef\u9a8c\u8bc1</p>\n</li>\n<li>\n<p>\u628a\u6a21\u578b\u4e0e\u5de5\u7a0b\u80fd\u529b\u6c89\u6dc0\u6210\u9ad8\u53ef\u7528\u3001\u4f4e\u5ef6\u8fdf\u3001\u53ef\u6269\u5c55\u7684\u670d\u52a1</p>\n<p><strong>\u6211\u4eec\u671f\u5f85\u4f60</strong></p>\n</li>\n<li>\n<p>\u6709\u624e\u5b9e\u7684\u540e\u7aef\u5de5\u7a0b\u80fd\u529b\uff1a\u7cbe\u901a Python \uff0c\u5e76\u719f\u6089 TypeScript / Go / Java \u4e2d\u81f3\u5c11\u4e00\u95e8\uff1b\u5199\u5f97\u51fa\u751f\u4ea7\u7ea7\u800c\u975e\u811a\u672c\u7ea7\u7684\u4ee3\u7801</p>\n</li>\n<li>\n<p>\u7406\u89e3 LLM \u8c03\u7528\u94fe\u7684\u5173\u952e\u673a\u5236\uff1a\u4e0a\u4e0b\u6587\u4e0e\u8bb0\u5fc6\u3001\u5de5\u5177\u7f16\u6392\u3001\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u3001\u7ed3\u6784\u5316\u8f93\u51fa\u4e0e\u9519\u8bef\u6062\u590d</p>\n</li>\n<li>\n<p>\u5bf9 agent \u4ea7\u51fa\u7684\u6bcf\u4e00\u884c\u4ee3\u7801\u8d1f\u8d23\uff1a\u4e0d\u628a AI \u751f\u6210\u7684\u4ee3\u7801\u5f53\u9ed1\u76d2\uff0c\u80fd\u5ba1\u67e5\u3001\u80fd\u8c03\u8bd5\u3001\u80fd\u5728\u51fa\u95ee\u9898\u65f6\u5feb\u901f\u5b9a\u4f4d\u2014\u2014\u8fd9\u662f\u5b88\u4f4f\u5b89\u5168\u4e0e\u7a33\u5b9a\u7684\u5e95\u7ebf</p>\n</li>\n<li>\n<p>\u5bf9\u4ea7\u54c1\u6709\u5224\u65ad\u529b\uff1a\u6e05\u695a\u4e00\u4e2a\u80fd\u529b\u8be5\u505a\u5230\u4ec0\u4e48\u7a0b\u5ea6\u3001\u4e3a\u8c01\u800c\u505a</p>\n</li>\n<li>\n<p>\u7406\u89e3\u7cfb\u7edf\u67b6\u6784\uff1a\u5f02\u6b65\u4efb\u52a1\u3001\u670d\u52a1\u62c6\u5206\u3001\u7f13\u5b58\u4e0e\u6027\u80fd\u4f18\u5316</p>\n<p><strong>\u52a0\u5206\u9879</strong>\uff1a\u505a\u8fc7 Agent \u6846\u67b6\u6216\u7ec4\u4ef6\u7684\u5e95\u5c42\u6539\u9020 / \u81ea\u7814\u3001\u6709\u8bc4\u4f30\u4f53\u7cfb\u642d\u5efa\u7ecf\u9a8c\u3001\u719f\u6089\u5411\u91cf\u6570\u636e\u5e93 / SQLGlot / Celery \u7b49\u751f\u6001\u3001BI \u6216\u5927\u6570\u636e\u4e2d\u53f0\u80cc\u666f\u30010-1 \u6216\u521b\u4e1a\u7ecf\u5386\u3002</p>\n</li>\n</ul>\n<h2>\u6280\u672f\u73af\u5883</h2>\n<p>\u4f60\u4e0d\u9700\u8981\u5168\u90e8\u7cbe\u901a\uff0c\u4f46\u8981\u80fd\u8ddf\u4e0a\u5b83\u7684\u6f14\u8fdb\uff1a</p>\n<ul>\n<li><strong>Agent \u751f\u6001</strong>\uff1aSkills \u3001Plugins \u4e0e\u63d2\u4ef6\u5e02\u573a\u3001MCP \u4e0e MCP Registry \u3001\u591a\u667a\u80fd\u4f53\uff08 Subagents \uff09\u534f\u4f5c\u3001Hooks \u3001Agent SDK</li>\n<li><strong>\u4f01\u4e1a\u6cbb\u7406</strong>\uff1a\u4ee5 Agent Registry \u4f5c\u4e3a\u5185\u90e8 agent / \u5de5\u5177 / skill \u7684\u5355\u4e00\u4e8b\u5b9e\u6e90\uff0c\u7edf\u4e00\u53d1\u73b0\u3001\u5ba1\u6279\u4e0e\u5408\u89c4</li>\n<li><strong>\u6a21\u578b\u8c03\u7528</strong>\uff1aQwen \u7cfb\u5217\u6a21\u578b\u3001\u56fd\u5185\u4e3b\u6d41\u6a21\u578b\uff08\u7ecf AI Gateway \u7edf\u4e00\u5c01\u88c5\uff09\uff0c\u542b prompt caching \u3001\u6a21\u578b\u8def\u7531\u4e0e\u6210\u672c\u63a7\u5236</li>\n<li><strong>\u5de5\u7a0b\u8bed\u8a00</strong>\uff1aTS/Python</li>\n</ul>\n<h2>\u6211\u4eec\u63d0\u4f9b</h2>\n<ul>\n<li>\u5168\u804c\u5c97\u4f4d\uff0cbase \u5317\u4eac / \u4e0a\u6d77</li>\n<li>\u6708\u85aa 25K \u2013 50K \uff08\u89c6\u7ecf\u9a8c\u4e0e\u80fd\u529b\u6d6e\u52a8\uff1b\u65b0\u52a0\u5761\u5c97\u4f4d\u6309\u5f53\u5730\u5e02\u573a\u6c34\u5e73\u53e6\u8bae\uff09</li>\n<li>\u4e00\u4e2a\u771f\u6b63\u524d\u6cbf\u7684\u65b9\u5411\u3001\u4e00\u652f\u61c2\u884c\u7684\u56e2\u961f\uff0c\u4ee5\u53ca\u4ece 0 \u5b9a\u4e49\u4e00\u5957\u4f01\u4e1a Agent \u751f\u6001\u7684\u673a\u4f1a</li>\n</ul>\n<h2>\u52a0\u5165\u6211\u4eec</h2>\n<p>\u5982\u679c\u4f60\u559c\u6b22 Agent \u3001\u5bf9\u7cfb\u7edf\u6709\u6574\u4f53\u89c6\u89d2\uff0c\u5e76\u4e14\u5bf9\u6700\u65b0\u7684\u6280\u672f\u59cb\u7ec8\u4fdd\u6301\u597d\u5947\u548c\u52a8\u624b\u7684\u51b2\u52a8\u2014\u2014\u6211\u4eec\u60f3\u8ba4\u8bc6\u4f60\u3002</p>\n<p>\u6295\u9012\u65b9\u5f0f\uff1aaHJAcHVyZWludGVsbC5jbg==</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/avenhen", 
        "name": "avenhen", 
        "avatar": "https://cdn.v2ex.com/avatar/a874/ea75/686096_large.png?m=1780550994"
      }, 
      "url": "https://www.v2ex.com/t/1217892", 
      "date_modified": "2026-06-04T06:45:24+00:00", 
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      "date_published": "2026-06-04T06:44:23+00:00", 
      "title": "[\u6025\u62db][20-40K 14 \u85aa \u5730\u70b9\u4e0a\u6d77] \u9ad8\u7ea7 AI \u5e94\u7528\u67b6\u6784\u5e08\uff08Agent \u65b9\u5411\uff09", 
      "id": "https://www.v2ex.com/t/1217892"
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        "name": "avenhen", 
        "avatar": "https://cdn.v2ex.com/avatar/a874/ea75/686096_large.png?m=1780550994"
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      "url": "https://www.v2ex.com/t/1217867", 
      "date_modified": "2026-06-04T05:45:43+00:00", 
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      "date_published": "2026-06-04T05:35:55+00:00", 
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      "id": "https://www.v2ex.com/t/1217867"
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      "url": "https://www.v2ex.com/t/1217850", 
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      "id": "https://www.v2ex.com/t/1217850", 
      "date_published": "2026-06-04T04:41:29+00:00", 
      "content_html": "\u5168\u6808\u9ad8\u7ea7\u5de5\u7a0b\u5e08\uff1a20-35K<br />\u5c97\u4f4d\u804c\u8d23<br />AIGC \u6838\u5fc3\u5de5\u4f5c\u6d41\u5f15\u64ce\u5f00\u53d1\uff08\u9996\u8981\u804c\u8d23\uff09\uff1a \u6df1\u5165\u53c2\u4e0e\u201cAI \u751f\u5267\u201d\u5e73\u53f0\u524d\u540e\u7aef\u4ea4\u4e92\u7cfb\u7edf\u7684\u8bbe\u8ba1\u4e0e\u5f00\u53d1\u3002\u8d1f\u8d23\u5267\u672c\u89e3\u6790\u3001\u591a\u6a21\u6001 Prompt \u8c03\u8bd5\u53f0\u3001\u4ee5\u53ca Web \u7aef\u591a\u8f68\u65f6\u95f4\u7ebf\uff08\u97f3\u89c6\u9891/\u5b57\u5e55\uff09\u7f16\u8f91\u5de5\u5177\u7684\u5168\u6808\u843d\u5730\u3002<br />\u524d\u540e\u7aef\u4e1a\u52a1\u67b6\u6784\u4e0e\u6027\u80fd\u4f18\u5316\uff1a \u4f7f\u7528 Vue 3 \u6216 React \u6784\u5efa\u590d\u6742\u4e14\u9ad8\u6027\u80fd\u7684\u524d\u7aef\u4ea4\u4e92\u754c\u9762\uff08\u6d89\u53ca\u5927\u91cf\u72b6\u6001\u7ba1\u7406\u4e0e\u957f\u4efb\u52a1\u5f02\u6b65\u5904\u7406\uff09\uff1b\u4f7f\u7528 Python \u6216 Golang \u8bbe\u8ba1\u9ad8\u5185\u805a\u4f4e\u8026\u5408\u7684\u540e\u7aef RESTful/GraphQL API \u53ca\u6838\u5fc3\u4e1a\u52a1\u903b\u8f91\u3002<br />\u5927\u6a21\u578b\u5fae\u670d\u52a1\u4e0e\u201c\u80f6\u6c34\u5c42\u201d\u6784\u5efa\uff1a \u8d1f\u8d23\u6253\u901a\u4e1a\u52a1\u5c42\u4e0e\u5e95\u5c42 AI \u6a21\u578b\u7b97\u529b\u3002\u5f00\u53d1\u9ad8\u53ef\u9760\u7684\u5f02\u6b65\u4efb\u52a1\u961f\u5217\uff0c\u96c6\u6210\u5e76\u5c01\u88c5\u89c6\u9891\u751f\u6210\u6a21\u578b\uff08\u5982 HuMo \u7b49\uff09\u3001\u4f4e\u5ef6\u8fdf\u8bed\u97f3\u4ea4\u4e92\u670d\u52a1\uff08\u5982 FunASR \u3001Qwen3-TTS \uff09\u4ee5\u53ca\u6587\u672c\u5927\u6a21\u578b\u7684 API \u63a5\u53e3\u3002<br />\u79c1\u6709\u5316\u4e0e\u5bb9\u5668\u5316\u57fa\u7840\u8bbe\u65bd\u7ef4\u62a4\uff1a \u8d1f\u8d23\u540e\u7aef\u670d\u52a1\u5728 Docker / Portainer \u73af\u5883\u4e0b\u7684\u5bb9\u5668\u5316\u7f16\u6392\u4e0e\u90e8\u7f72\uff1b\u7ef4\u62a4\u56e2\u961f\u81ea\u5efa\u7684 GitLab \u53ca CI/CD \u81ea\u52a8\u5316\u6d41\u6c34\u7ebf\uff0c\u786e\u4fdd\u4ea4\u4ed8\u6548\u7387\u4e0e\u8d28\u91cf\u3002<br />\u6570\u636e\u6d41\u8f6c\u4e0e\u72b6\u6001\u540c\u6b65\uff1a \u8bbe\u8ba1\u5e76\u5b9e\u73b0\u957f\u8017\u65f6 AIGC \u751f\u6210\u4efb\u52a1\u7684\u72b6\u6001\u673a\uff0c\u901a\u8fc7 WebSocket \u6216 SSE \u4fdd\u969c\u524d\u540e\u7aef\u6570\u636e\u7684\u4f4e\u5ef6\u8fdf\u5b9e\u65f6\u540c\u6b65\u3002<br />-----<br /> <br />Flutter \u5f00\u53d1\u5de5\u7a0b\u5e08<br />\u85aa\u8d44\uff1a20-36K<br />\u5c97\u4f4d\u804c\u8d23<br />\u8d1f\u8d23\u516c\u53f8 Android \u7aef\u89c6\u9891\u7c7b\u79fb\u52a8\u5e94\u7528 \u7684 Flutter \u5f00\u53d1\u4e0e\u7ef4\u62a4\uff0c\u53c2\u4e0e\u6838\u5fc3\u529f\u80fd\u8fed\u4ee3\u4e0e\u7248\u672c\u53d1\u5e03\u3002<br />\u5b9e\u73b0\u89c6\u9891\u64ad\u653e\u3001\u5217\u8868\u6d4f\u89c8\u3001\u641c\u7d22\u3001\u4e2a\u4eba\u4e2d\u5fc3\u7b49\u6a21\u5757\uff0c\u4fdd\u969c\u5728\u4e3b\u6d41 Android \u673a\u578b\u4e0a\u7684\u517c\u5bb9\u6027\u4e0e\u6d41\u7545\u5ea6\u3002<br />\u53c2\u4e0e\u4ea7\u54c1\u9700\u6c42\u8bc4\u5ba1\uff0c\u8f93\u51fa\u6280\u672f\u65b9\u6848\uff0c\u63a8\u52a8\u64ad\u653e\u3001\u7f13\u5b58\u3001\u767b\u5f55\u3001\u652f\u4ed8\u7b49\u4e1a\u52a1\u843d\u5730\u3002<br />\u4f18\u5316\u5e94\u7528\u6027\u80fd\uff0c\u91cd\u70b9\u89e3\u51b3 \u9996\u5c4f\u52a0\u8f7d\u3001\u5217\u8868\u6ed1\u52a8\u3001\u89c6\u9891\u8d77\u64ad\u3001\u5185\u5b58\u5360\u7528\u3001\u5361\u987f \u7b49\u95ee\u9898\u3002<br />\u4e0e\u540e\u7aef\u534f\u4f5c\u5b8c\u6210\u63a5\u53e3\u8054\u8c03\u3001\u6570\u636e\u6a21\u578b\u8bbe\u8ba1\u4e0e\u5f02\u5e38\u5904\u7406\uff0c\u4fdd\u969c\u64ad\u653e\u4e0e\u4e1a\u52a1\u6570\u636e\u7a33\u5b9a\u3002<br />\u7f16\u5199\u89c4\u8303\u4ee3\u7801\uff0c\u53c2\u4e0e Code Review \u3001\u5355\u5143\u6d4b\u8bd5\u4e0e\u6280\u672f\u6587\u6863\u7ef4\u62a4\u3002<br />\u5173\u6ce8 Flutter \u4e0e Android \u751f\u6001\u52a8\u6001\uff0c\u5728\u4e1a\u52a1\u4e2d\u5408\u7406\u5f15\u5165\u65b0\u6280\u672f\u4e0e\u5de5\u7a0b\u5316\u5b9e\u8df5\u3002<br />\u4efb\u804c\u8981\u6c42<br />\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\uff0c\u8ba1\u7b97\u673a\u76f8\u5173\u4e13\u4e1a\u4f18\u5148\uff0c3 \u5e74\u53ca\u4ee5\u4e0a \u79fb\u52a8\u7aef\u5f00\u53d1\u7ecf\u9a8c\u3002<br />\u719f\u7ec3\u638c\u63e1 Flutter / Dart \uff0c\u6709 3 \u5e74\u4ee5\u4e0a Flutter \u9879\u76ee\u5b9e\u6218\u7ecf\u9a8c\uff0c\u80fd\u72ec\u7acb\u8d1f\u8d23\u6a21\u5757\u6216\u5b50\u7cfb\u7edf\u3002<br />\u6709 Android \u539f\u751f\u5f00\u53d1\u57fa\u7840\uff0c\u719f\u6089 Java \u6216 Kotlin \uff0c\u4e86\u89e3 Activity/Fragment \u3001\u751f\u547d\u5468\u671f\u3001\u6743\u9650\u3001\u5b58\u50a8\u3001\u7f51\u7edc\u7b49\u673a<br />\u5236\u3002<br />\u6709 \u89c6\u9891\u7c7b App \u5f00\u53d1\u7ecf\u9a8c\u8005\u4f18\u5148\uff0c\u4e86\u89e3\u5e38\u89c1\u64ad\u653e\u65b9\u6848<br />\u5177\u5907\u826f\u597d\u7684\u95ee\u9898\u5b9a\u4f4d\u80fd\u529b\uff0c\u80fd\u4f7f\u7528 Android Studio \u3001Flutter DevTools \u3001Logcat \u7b49\u5de5\u5177\u6392\u67e5\u7ebf\u4e0a\u95ee\u9898\u3002<br />\u8d23\u4efb\u5fc3\u5f3a\uff0c\u6c9f\u901a\u987a\u7545\uff0c\u80fd\u4e0e\u4ea7\u54c1\u3001\u540e\u7aef\u3001\u6d4b\u8bd5\u9ad8\u6548\u534f\u4f5c\u3002<br />\u52a0\u5206\u9879<br />\u719f\u6089 Java \u4e0e Android \u6df7\u5408\u5f00\u53d1\uff0c\u6709 Flutter \u4e0e\u539f\u751f\u6a21\u5757\u8054\u8c03\u3001\u63d2\u4ef6\u5c01\u88c5\u7ecf\u9a8c\u3002<br />\u6709\u77ed\u89c6\u9891\u3001\u957f\u89c6\u9891\u3001\u76f4\u64ad\u3001\u70b9\u64ad\u3001\u4f1a\u5458\u4f53\u7cfb\u7b49\u76f8\u5173\u4e1a\u52a1\u7ecf\u9a8c\u3002<br />\u6709 iOS \u5f00\u53d1\u6216\u9e3f\u8499\u76f8\u5173\u7ecf\u9a8c\u8005\u4f18\u5148\u3002<br /><br />-----------------------------<br />\u66f4\u591a\u5c97\u4f4d\u54a8\u8be2\u8be6\u7ec6\uff0c\u53ef\u76f4\u63a5\u6dfb\u52a0 TG\uff1a @<a target=\"_blank\" href=\"/member/skyewen20251\" rel=\"nofollow noopener\">skyewen20251</a><br />\u6709\u610f\u5411\u6295\u9012\u7b80\u5386\u5230 Email \u90ae\u7bb1\uff1a zygs2151@gmail.com"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ZacharyL", 
        "name": "ZacharyL", 
        "avatar": "https://cdn.v2ex.com/gravatar/54cfe69e41cabaa760c8644a86efff69?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1217716", 
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      "content_html": "<p>\u6211\u4eec\u8d1f\u8d23\u6296\u97f3\u3001\u6296\u97f3\u6781\u901f\u7248\u3001\u6296\u97f3\u706b\u5c71\u7248\u7b49 App \u7684\u76f4\u64ad\u4f53\u88c1\u57fa\u5efa\u548c\u76f4\u64ad\u8425\u6536\u4e1a\u52a1\uff0c\u76f4\u64ad\u4f53\u88c1\u57fa\u5efa\u7acb\u8db3\u5bf9\u8fb9\u751f\u4ea7\u8fb9\u5206\u53d1\u65f6\u6548\u6027\u9ad8\u7684\u76f4\u64ad\u4f53\u88c1\u7684\u7406\u89e3\uff0c\u7ed3\u5408\u591a\u6a21\u6001\u4fe1\u53f7\u7406\u89e3\u52a8\u6001\u7684\u65f6\u95f4\u5207\u7247\u548c\u957f\u5c3e\u5174\u8da3\u70b9\uff0c\u5efa\u7acb\u77ed\u89c6\u9891\u57df\u5230\u76f4\u64ad\u57df\u7684\u5174\u8da3\u8fc1\u79fb\uff0c\u5728\u5168\u573a\u666f\u5206\u53d1\u76f4\u64ad\u4f53\u88c1\uff0c\u6ee1\u8db3\u7528\u6237\u770b\u64ad\u9700\u6c42\u5e76\u670d\u52a1\u4e8e\u8425\u6536\u3001\u7535\u5546\u3001\u751f\u6d3b\u670d\u52a1\u3001\u6e38\u620f\u7b49\u591a\u4e1a\u52a1\u3002\u76f4\u64ad\u8425\u6536\u81f4\u529b\u4e8e\u4e3a\u6b4c\u5531/\u821e\u8e48/\u5f39\u594f/\u6717\u8bfb/\u60c5\u611f/\u6237\u5916\u7b49\u5e7f\u6cdb\u7684\u5177\u6709\u4e00\u6280\u4e4b\u957f\u7684\u666e\u901a\u4eba\u901a\u8fc7\u76f4\u64ad\u8fd9\u4e2a\u821e\u53f0\u88ab\u66f4\u591a\u4eba\u770b\u5230\u83b7\u5f97\u6536\u5165\uff0c\u5e76\u6ee1\u8db3\u7528\u6237\u591a\u5c42\u6b21\u7684\u7cbe\u795e\u6d88\u8d39\u548c\u60c5\u611f\u8868\u8fbe\u8bc9\u6c42\uff0c\u8ba9\u4f18\u8d28\u5185\u5bb9\u4f9b\u7ed9\u6301\u7eed\u589e\u957f\u53cd\u54fa\u6574\u4e2a\u76f4\u64ad\u751f\u6001\u3002</p>\n<p>\u56e2\u961f\u5185\u62db\u4eba\uff0c\u6b22\u8fce\u6295\u9012\u7b80\u5386\uff1a <a href=\"mailto:zyluo2015@163.com\">zyluo2015@163.com</a></p>\n<p>base: \u5317\u4eac\u3001\u4e0a\u6d77\u3001\u6df1\u5733</p>\n", 
      "date_published": "2026-06-03T13:43:33+00:00", 
      "title": "[\u62db\u8058] \u6296\u97f3\u76f4\u64ad\u7b97\u6cd5-\u5b9e\u4e60/\u793e\u62db\u5747\u7f3a\u4eba", 
      "id": "https://www.v2ex.com/t/1217716"
    }, 
    {
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        "url": "https://www.v2ex.com/member/biteaglelabs", 
        "name": "biteaglelabs", 
        "avatar": "https://cdn.v2ex.com/avatar/ee7d/1cda/738626_large.png?m=1780554471"
      }, 
      "url": "https://www.v2ex.com/t/1217685", 
      "date_modified": "2026-06-03T11:19:49+00:00", 
      "content_html": "<p><img alt=\"SpaceX \u62db\u8058\u6587\u7ae0\u5c01\u9762.jpg\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.learnblockchain.cn/attachments/2026/06/PpLrD4z96a200b52e5383.jpg\"/></p>\n<p><strong>\u85aa\u8d44\uff1a7K-14K \uff08\u9ad8\u989d\u5e74\u7ec8\u5956+\u671f\u6743\uff09</strong></p>\n<p>\u53f2\u4e0a\u6700\u5927 IPO \u5373\u5c06\u6765\u4e86\uff0c</p>\n<p>SpaceX \u8ba1\u5212\u5728 6 \u6708\uff0c\u8fdb\u884c\u53f2\u4e0a\u6700\u5927\u89c4\u6a21\u7684 IPO \uff0c\u76ee\u6807\u4f30\u503c\u9ad8\u8fbe 1.75 \u4e07\u4ebf\u7f8e\u5143\uff0c</p>\n<p>\u9a6c\u65af\u514b\u7684\u8eab\u4ef7\u5c06\u98d9\u5347\u81f3 1.1 \u4e07\u4ebf\u7f8e\u5143\uff0c\u6210\u4e3a\u4eba\u7c7b\u5386\u53f2\u4e0a\u9996\u4f4d\u4e07\u4ebf\u7f8e\u91d1\u5bcc\u8c6a\u3002</p>\n<p>SpaceX \u4e4b\u6240\u4ee5\u8ba9\u4eba\u4f69\u670d\uff0c\u662f\u56e0\u4e3a\u4ece\u4e0d\u53ea\u505a\u5bb9\u6613\u7684\u4e8b\u60c5\uff0c</p>\n<p>\u800c\u662f\u6311\u6218\u4e0d\u53ef\u80fd\uff1a\u7528\u53ef\u56de\u6536\u706b\u7bad\u6539\u5199\u822a\u5929\u53f2\uff0c\u628a\u4eba\u7c7b\u9001\u4e0a\u706b\u661f\u3002</p>\n<p><strong>\u5728\u6bd4\u7279\u9e70\uff0c\u6211\u4eec\u8df5\u884c SpaceX \u7684\u7cbe\u795e\uff1a</strong></p>\n<p>\u8fd9\u91cc\u4e0d\u770b\u4f60\u7684\u5b66\u5386\u80cc\u666f\uff0c\u53ea\u770b\u4f60\u89e3\u51b3\u8fc7\u7684\u96be\u9898\uff0c\u662f\u5426\u5177\u6709\u62fc\u640f\u7cbe\u795e\u548c\u521b\u4e1a\u5fc3\u6001\uff0c</p>\n<p>\u56e2\u961f\u4e13\u6ce8\u4e8e AI \u6570\u636e\u51b3\u7b56\u9886\u57df\u7684\u9ec4\u91d1\u8d5b\u9053\uff0c\u5904\u4e8e\u9ad8\u901f\u53d1\u5c55\u9636\u6bb5\uff0c\u6b63\u5728\u62db\u6709 SpaceX \u7cbe\u795e\u7684\u5de5\u7a0b\u5e08\uff0c</p>\n<p>\u9664\u4e86\u6709\u7ade\u4e89\u529b\u7684\u85aa\u8d44\u4e4b\u5916\uff0c\u8fd8\u53ef\u4ee5\u548c AI \u65f6\u4ee3\u6700\u4f18\u79c0\u7684\u4e00\u7fa4\u4eba\u5171\u4e8b\uff0c\u83b7\u5f97 10 \u500d\u751a\u81f3 100 \u500d\u80fd\u529b\u548c\u8d22\u5bcc\u7684\u8de8\u8d8a\u5f0f\u6210\u957f\u3002</p>\n<hr/>\n<p>[\u5728\u62db\u5c97\u4f4d] </p>\n<p>\u5de5\u7a0b\u5e08\uff1aAI \u5e94\u7528\u5f00\u53d1\u3001\u540e\u7aef\u3001\u5927\u6570\u636e\u3001\u722c\u866b\u3001\u6d4b\u8bd5\u3001\u524d\u7aef\u3001\u5b89\u5168\u3001\u8fd0\u7ef4</p>\n<p>\u8fd0\u8425\u8bbe\u8ba1\u7c7b\uff1a\u8fd0\u8425\u7ecf\u7406\u3001\u4ea7\u54c1\u7ecf\u7406\u3001HR \u7ecf\u7406\u3001Live2D \u63d2\u753b\u5e08\u3001AIGC \u8bbe\u8ba1\u5e08</p>\n<p>[\u5173\u4e8e\u6bd4\u7279\u9e70] </p>\n<p>\u6295\u7b80\u5386\u90ae\u7bb1\uff1a<a href=\"mailto:join@biteagle.xyz\">join@biteagle.xyz</a></p>\n<p>\u516c\u53f8\u5b98\u7f51\uff1a<a href=\"http://www.biteagle.xyz/\" rel=\"nofollow\">www.biteagle.xyz</a></p>\n<p>\u516c\u53f8\u516c\u4f17\u53f7\uff1a\u6bd4\u7279\u9e70 labs</p>\n<p>\u516c\u53f8\u5730\u5740\uff1a\u5e7f\u5dde\u5e02\u5929\u6cb3\u533a</p>\n<hr/>\n<p>[\u5c97\u4f4d\u804c\u8d23] </p>\n<ul>\n<li>\u8d1f\u8d23 App \u548c\u7f51\u7ad9\u524d\u7aef\u5f00\u53d1\u4e0e\u7ef4\u62a4\uff1b</li>\n<li>\u642d\u5efa\u524d\u7aef\u6846\u67b6\u3001\u8bbe\u8ba1\u901a\u7528\u7ec4\u4ef6\uff0c\u4f18\u5316\u6027\u80fd\uff1b</li>\n<li>\u4e0e\u540e\u7aef\u5de5\u7a0b\u5e08\u534f\u4f5c\uff0c\u5b8c\u6210\u6570\u636e\u4ea4\u4e92\u548c\u4fe1\u606f\u5c55\u73b0\u3002</li>\n</ul>\n<p>[\u5165\u804c\u8981\u6c42] </p>\n<ul>\n<li>\u719f\u7ec3\u638c\u63e1 JavaScript \u3001CSS3 \u3001ES6+\uff0c\u4e86\u89e3\u5e38\u89c1\u8de8\u57df\u3001\u8de8\u6d4f\u89c8\u5668\u95ee\u9898\u53ca\u7f51\u7edc\u534f\u8bae\uff1b</li>\n<li>\u719f\u7ec3\u4f7f\u7528 TypeScript \u57fa\u672c\u7684\u5de5\u5177\u7c7b\u578b\uff1b</li>\n<li>\u719f\u6089\u81f3\u5c11\u4e00\u79cd\u524d\u7aef\u6846\u67b6\uff0c\u5982 React \u6216 Vue \uff1b</li>\n<li>\u719f\u6089\u524d\u7aef\u6784\u5efa\u5de5\u5177\uff0c\u5982 Webpack \u6216 Vite \u3002</li>\n</ul>\n<hr/>\n<p>[\u798f\u5229\u5f85\u9047] </p>\n<ul>\n<li>\u8d22\u5bcc\u56de\u62a5</li>\n</ul>\n<p>\u6839\u636e\u5165\u804c\u65f6\u95f4\u4e0e\u8d21\u732e\u5ea6</p>\n<p>\u83b7\u5f97\u5e74\u5e95\u5956\u91d1\uff0c\u516c\u53f8\u5229\u6da6\u8d8a\u9ad8\uff0c\u5956\u91d1\u8d8a\u9ad8</p>\n<ul>\n<li>\u6210\u957f\u8d4b\u80fd</li>\n</ul>\n<p>\u6280\u672f\u6c1b\u56f4\u6d53\u539a\uff0c\u7545\u6240\u6b32\u8a00\uff0c\u81ea\u7531\u5ea6\u9ad8</p>\n<p>\u8d2d\u4e70\u5b66\u4e60\u4e66\u7c4d\u4e0e\u8bfe\u7a0b\uff0c\u7531\u516c\u53f8\u62a5\u9500\u8d39\u7528</p>\n<p>\u914d\u5907\u6700\u8d35 AI Coding \u5de5\u5177\uff0c\u65e0\u9650\u91cf Token</p>\n<p>\u6839\u636e\u4f60\u7684\u5174\u8da3\u4e0e\u7279\u957f\uff0c\u6253\u9020\u4e2a\u4eba\u6210\u957f\u8def\u7ebf</p>\n<ul>\n<li>\u798f\u5229\u5173\u6000</li>\n</ul>\n<p>\u5065\u5eb7\u5173\u6000\uff1a\u5e74\u5ea6\u5065\u5eb7\u4f53\u68c0\u798f\u5229\uff0c\u6bcf\u4eba\u6bcf\u5e74 1500 \u5143</p>\n<p>\u798f\u5229\u8865\u8d34\uff1a\u6bcf\u6708\u9910\u8865\u623f\u8865\u3001\u65e9\u9910\u96f6\u98df\u65e0\u9650\u91cf\u4f9b\u5e94</p>\n<p>\u8282\u65e5\u60ca\u559c\uff1a\u6cd5\u5b9a\u8282\u5047\u65e5\u6b63\u5e38\u4f11\u5047\uff0c\u53d1\u653e\u4e13\u5c5e\u793c\u54c1</p>\n<p>\u8212\u9002\u73af\u5883\uff1a\u529e\u516c\u5730\u70b9\u5728\u5e7f\u5dde\u73af\u5883\u6700\u597d\u7684\u521b\u610f\u56ed</p>\n<hr/>\n<p>[\u5de5\u4f5c\u73af\u5883] </p>\n<p><img alt=\"\u516c\u53f8\u5927\u95e8\u7a0d\u6697.jpg\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.learnblockchain.cn/attachments/2026/06/AhYsD3dU6a200b5ce605a.jpg\"/></p>\n<p><img alt=\"\u6bd4\u7279\u9e70\u529e\u516c\u73af\u5883.jpg\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.learnblockchain.cn/attachments/2026/06/cO1UZf1o6a200b655e27c.jpg\"/></p>\n<p><img alt=\"\u56ed\u533a\u7edd\u7f8e.jpg\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.learnblockchain.cn/attachments/2026/06/7dOomZOs6a200ba1c9a24.jpg\"/></p>\n", 
      "date_published": "2026-06-03T11:19:10+00:00", 
      "title": "[AI \u521b\u4e1a\u673a\u4f1a] \u6bd4\u7279\u9e70\u62db\u8058\u524d\u7aef\u5f00\u53d1 | \u5bfb\u627e\u50cf SpaceX \u4e00\u6837\u6562\u60f3\u6562\u62fc\u7684\u4f60", 
      "id": "https://www.v2ex.com/t/1217685"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/tenderstarry", 
        "name": "tenderstarry", 
        "avatar": "https://cdn.v2ex.com/gravatar/28cecb8df0850144010400462ebf7cd7?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1217684", 
      "date_modified": "2026-06-03T11:21:49+00:00", 
      "content_html": "<h1>\u516c\u53f8\u7b80\u4ecb</h1>\n<p>\u67e5\u770b\u516c\u53f8\u5b98\u7f51: <a href=\"https://www.trendsetting-ai.com/\" rel=\"nofollow\">https://www.trendsetting-ai.com/</a></p>\n<h1>\u5de5\u4f5c\u804c\u8d23</h1>\n<ol>\n<li>\n<p>\u72ec\u7acb\u8d1f\u8d23 React Native \u79fb\u52a8\u7aef\uff08 iOS / Android \uff09\u7684\u5f00\u53d1\u4e0e\u7ef4\u62a4</p>\n<ul>\n<li>\u57fa\u4e8e RN \u8d1f\u8d23\u516c\u53f8\u6838\u5fc3\u4ea7\u54c1 App \u7684\u8fed\u4ee3\u4e0e\u4f18\u5316</li>\n<li>\u627f\u63a5\u4ece UI \u8bbe\u8ba1\u7a3f\u5230\u9ad8\u8d28\u91cf\u4ee3\u7801\u7684\u5b8c\u6574\u5b9e\u73b0\uff0c\u786e\u4fdd\u9ad8\u8fd8\u539f\u5ea6</li>\n<li>\u8d1f\u8d23 App \u6027\u80fd\u4f18\u5316\uff1a\u542f\u52a8\u901f\u5ea6\u3001\u6e32\u67d3\u5e27\u7387\u3001\u5185\u5b58\u5360\u7528\u3001\u5305\u4f53\u79ef\u63a7\u5236</li>\n<li>\u5904\u7406\u5e73\u53f0\u5dee\u5f02\u95ee\u9898\uff08 iOS / Android \u517c\u5bb9\u6027\uff09\uff0c\u8bc6\u522b\u5e76\u89e3\u51b3\u6027\u80fd\u74f6\u9888</li>\n<li>\u7ef4\u62a4\u73b0\u6709\u4ee3\u7801\u8d28\u91cf\uff0c\u8fdb\u884c\u4ee3\u7801\u91cd\u6784\u548c\u6280\u672f\u503a\u6cbb\u7406</li>\n</ul>\n</li>\n<li>\n<p>\u8d1f\u8d23 Web \u524d\u7aef\u5f00\u53d1\uff08\u540e\u7eed\u9879\u76ee\uff09</p>\n<ul>\n<li>\u4f7f\u7528 Next.js + TypeScript \u5f00\u53d1 Web \u7aef\u5e94\u7528\uff08\u7ba1\u7406\u540e\u53f0\u3001\u5b98\u7f51\u7b49\uff09</li>\n<li>\u53c2\u4e0e\u524d\u540e\u7aef\u8054\u8c03\uff0c\u57fa\u4e8e RESTful API \u5b8c\u6210\u6570\u636e\u4ea4\u4e92</li>\n<li>\u786e\u4fdd\u591a\u7aef\u4e00\u81f4\u7684\u7528\u6237\u4f53\u9a8c</li>\n</ul>\n</li>\n<li>\n<p>\u53c2\u4e0e\u67b6\u6784\u8bbe\u8ba1</p>\n<ul>\n<li>\u8bbe\u8ba1\u5e76\u642d\u5efa\u53ef\u6269\u5c55\u7684 RN \u9879\u76ee\u67b6\u6784\uff08\u5bfc\u822a/\u72b6\u6001\u7ba1\u7406/\u6a21\u5757\u62c6\u5206/\u7ec4\u4ef6\u5316\uff09</li>\n<li>\u5236\u5b9a\u524d\u7aef\u5de5\u7a0b\u89c4\u8303\uff08\u76ee\u5f55\u7ed3\u6784\u3001\u7f16\u7801\u89c4\u8303\u3001Git \u5de5\u4f5c\u6d41\uff09</li>\n<li>\u53c2\u4e0e Native Module / TurboModule \u6865\u63a5\u5c42\u8bbe\u8ba1\uff08\u5982\u6709\u9700\u8981\uff09</li>\n</ul>\n</li>\n</ol>\n<h1>\u4efb\u804c\u8981\u6c42</h1>\n<ol>\n<li>\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386, \u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f/\u8f6f\u4ef6\u5de5\u7a0b\u4e13\u4e1a\u4f18\u5148</li>\n<li>\u5de5\u4f5c\u7ecf\u9a8c \uff1a3-5 \u5e74\u524d\u7aef\u5f00\u53d1\u7ecf\u9a8c\uff0c\u5176\u4e2d\u81f3\u5c11 2 \u5e74 React Native \u5b9e\u6218\u7ecf\u9a8c </li>\n<li>RN \u6838\u5fc3\u80fd\u529b \uff1a\u719f\u7ec3\u638c\u63e1 React Native \u6846\u67b6\u539f\u7406\uff0c\u6709\u72ec\u7acb\u5b8c\u6210 App \u4ece 0 \u5230 1 \u4e0a\u67b6\u7ecf\u5386\u4f18\u5148 </li>\n<li>TypeScript\uff1a\u719f\u7ec3\u638c\u63e1 TypeScript \uff0c\u5177\u5907\u826f\u597d\u7684\u7c7b\u578b\u610f\u8bc6\u548c\u5de5\u7a0b\u4e60\u60ef\uff0c\u62d2\u7edd anyScript </li>\n<li>\u539f\u751f\u57fa\u7840 \uff1a\u4e86\u89e3 iOS \uff08 Swift/Objective-C \uff09\u6216 Android \uff08 Java/Kotlin \uff09\u539f\u751f\u5f00\u53d1\uff0c\u80fd\u9605\u8bfb\u548c\u7406\u89e3\u539f\u751f\u4ee3\u7801\uff0c\u80fd\u5904\u7406\u5e38\u89c1\u539f\u751f\u6865\u63a5\u95ee\u9898 </li>\n<li>RESTful API\uff1a\u6df1\u5165\u7406\u89e3 RESTful API \u8bbe\u8ba1\u89c4\u8303\uff0c\u719f\u7ec3\u4f7f\u7528 Axios/Fetch \u7b49\u8bf7\u6c42\u5e93\uff0c\u6709\u63a5\u53e3\u8054\u8c03\u7ecf\u9a8c </li>\n<li>\u72b6\u6001\u7ba1\u7406 \uff1a\u719f\u7ec3\u4f7f\u7528\u81f3\u5c11\u4e00\u79cd\u72b6\u6001\u7ba1\u7406\u65b9\u6848\uff08 Redux Toolkit / Zustand / MobX \u7b49\uff09 </li>\n<li>UI \u8fd8\u539f\u5ea6 \uff1a\u80fd\u7cbe\u786e\u8fd8\u539f Figma/Sketch \u8bbe\u8ba1\u7a3f\uff0c\u5bf9\u50cf\u7d20\u7ea7\u8fd8\u539f\u6709\u6267\u5ff5</li>\n</ol>\n<h1>\u529e\u516c\u5730\u70b9</h1>\n<p>\u4e0a\u6d77\u957f\u5b81\u533a\u4e1c\u534e\u5927\u5b66\u56fd\u5bb6\u5927\u5b66\u79d1\u6280\u56ed, \u79bb\u5730\u94c1\u7ad9 5 \u5206\u949f\u6b65\u884c\u8ddd\u79bb</p>\n<h1>\u8054\u7cfb\u65b9\u5f0f</h1>\n<p>email: <a href=\"mailto:hr@trendsetting-ai.com\">hr@trendsetting-ai.com</a></p>\n<h1>\u5165\u804c\u65f6\u95f4\u8981\u6c42</h1>\n<p>\u5c3d\u5feb</p>\n", 
      "date_published": "2026-06-03T11:13:30+00:00", 
      "title": "[\u4e0a\u6d77/\u73b0\u573a\u529e\u516c]\u62db\u4e00\u540d\u79fb\u52a8\u7aef\u5f00\u53d1\u5de5\u7a0b\u5e08(RN/Flutter) \u5e74\u5305 15W-20W", 
      "id": "https://www.v2ex.com/t/1217684"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Luckyshot", 
        "name": "Luckyshot", 
        "avatar": "https://cdn.v2ex.com/avatar/b22a/e570/561199_large.png?m=1766480598"
      }, 
      "url": "https://www.v2ex.com/t/1217663", 
      "title": "[\u5185\u63a8] \u6e23\u6253\u94f6\u884c Standard Chartered \u5929\u6d25/\u5e7f\u5dde | 60 \u5c97\u4f4d | Band 5-7", 
      "id": "https://www.v2ex.com/t/1217663", 
      "date_published": "2026-06-03T09:44:41+00:00", 
      "content_html": "<p>\u793e\u62db\uff0c5 \u5e74\u4ee5\u4e0a\u7ecf\u9a8c\u3002wlb \uff0c\u5e74\u5047 20 \u5929\uff0c\u6bcf\u5468\u4e24\u5230\u4e09\u5929\u5c45\u5bb6\u529e\u516c\u3002</p>\n<p>\u82f1\u6587\u6c34\u5e73\u8981\u6c42\u9ad8\uff0c\u5168\u82f1\u9762\u8bd5\uff0c\u6709\u610f\u52a0\u6211 wechat (base64)\uff1aUm9ybzc0NTY5ODE0MA==</p>\n<h2>\u5c97\u4f4d\u4eae\u70b9</h2>\n<ul>\n<li><strong>AI Lead Engineer</strong> (Band 5) \u2014 \ud83d\udccdTianjin \u2014 AI \u56e2\u961f\u7ba1\u7406</li>\n<li><strong>Senior Container Engineer</strong> (Band 5) \u2014 \ud83d\udccdGuangzhou \u2014 K8s \u5bb9\u5668\u5e73\u53f0\u5efa\u8bbe</li>\n<li><strong>Lead, AI Platform- AI Factory</strong> (Band 5) \u2014 \ud83d\udccdGuangzhou \u2014 AI \u5e73\u53f0\u67b6\u6784</li>\n<li><strong>Lead AI Engineer</strong> (Band 5) \u2014 \ud83d\udccdGuangzhou \u2014 AI \u56e2\u961f\u7ba1\u7406</li>\n<li><strong>Senior Java Developer</strong> (Band 6) \u2014 \ud83d\udccdTianjin \u2014 Java \u5fae\u670d\u52a1\u5f00\u53d1</li>\n<li><strong>Java Backend Lead</strong> (Band 6) \u2014 \ud83d\udccdTianjin \u2014 Java \u540e\u7aef\u56e2\u961f\u7ba1\u7406</li>\n<li><strong>Java Backend Lead</strong> (Band 6) \u2014 \ud83d\udccdTianjin \u2014 Java \u540e\u7aef\u56e2\u961f\u7ba1\u7406</li>\n<li><strong>Lead Developer, Asset Control MRS</strong> (Band 6) \u2014 \ud83d\udccdGuangzhou \u2014 \u5168\u6808/\u540e\u7aef\u5f00\u53d1</li>\n</ul>\n<p>\u53e6\u6709\u96f6\u552e\u94f6\u884c\u3001\u98ce\u63a7\u5408\u89c4\uff08\u542b AI \u6a21\u578b\u98ce\u9669\uff09\u3001\u4f01\u4e1a\u94f6\u884c\uff08 CIB AI CoE \uff09\u3001\u8fd0\u8425\u7b49\u591a\u4e2a\u65b9\u5411\u5171 35 \u4e2a\u5c97\u4f4d\u3002</p>\n<hr/>\n<h2>\u5b8c\u6574\u5217\u8868</h2>\n<table>\n<thead>\n<tr>\n<th>\u804c\u4f4d</th>\n<th>\u57ce\u5e02</th>\n<th>Band</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AWS-Engineer/54172-en_GB\" rel=\"nofollow\">AWS Engineer</a></td>\n<td>Guangzhou</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-ERM%2C-Hong-Kong-&amp;-SCB-HK-Group/53269-en_GB\" rel=\"nofollow\">Manager, ERM, Hong Kong &amp; SCB HK Group</a></td>\n<td>Guangzhou</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Director%2C-OTCR%2C-Strategic-&amp;-Emerging-Risks-%28AI-&amp;-ML%29/51223-en_GB\" rel=\"nofollow\">Director, OTCR, Strategic &amp; Emerging Risks (AI &amp; ML)</a></td>\n<td>Guangzhou</td>\n<td>Band 5</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Sr_-Assoc%2C-BackEnd-Eng%2C-WRB-Tech/55341-en_GB\" rel=\"nofollow\">Sr. Assoc, BackEnd Eng, WRB Tech</a></td>\n<td>Tianjin</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-Java-Developer/53310-en_GB\" rel=\"nofollow\">Senior Java Developer</a></td>\n<td>Tianjin</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Product-Owner/53359-en_GB\" rel=\"nofollow\">Product Owner</a></td>\n<td>Guangzhou</td>\n<td>Band 5</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-Data-Analytics/53387-en_GB\" rel=\"nofollow\">Manager, Data Analytics</a></td>\n<td>Guangzhou</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AI-Chapter-Lead%2C-WRB/51352-en_GB\" rel=\"nofollow\">AI Chapter Lead, WRB</a></td>\n<td>Guangzhou</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Associate%2C-WRB-Model-Development/51470-en_GB\" rel=\"nofollow\">Associate, WRB Model Development</a></td>\n<td>Guangzhou</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-Data-Engineering/49546-en_GB\" rel=\"nofollow\">Manager, Data Engineering</a></td>\n<td>Tianjin</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-Data-Engineering/49555-en_GB\" rel=\"nofollow\">Manager, Data Engineering</a></td>\n<td>Tianjin</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Assoc%2C-FrontEnd-Eng%2C-WRB-Tech/49664-en_GB\" rel=\"nofollow\">Assoc, FrontEnd Eng, WRB Tech</a></td>\n<td>Tianjin</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AI-Lead-Engineer/51754-en_GB\" rel=\"nofollow\">AI Lead Engineer</a></td>\n<td>Tianjin</td>\n<td>Band 5</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-Experience-Designer%2C-SC-Design-%28UIUX%29/49754-en_GB\" rel=\"nofollow\">Senior Experience Designer, SC Design (UI/UX)</a></td>\n<td>Tianjin</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-Experience-Designer%2C-SC-Design-%28UIUX%29/49755-en_GB\" rel=\"nofollow\">Senior Experience Designer, SC Design (UI/UX)</a></td>\n<td>Tianjin</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-Container-Engineer/53942-en_GB\" rel=\"nofollow\">Senior Container Engineer</a></td>\n<td>Guangzhou</td>\n<td>Band 5</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AI-Analyst%2C-CIB-AI-CoE/51955-en_GB\" rel=\"nofollow\">AI Analyst, CIB AI CoE</a></td>\n<td>Guangzhou</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-Cash-Client-Services/51997-en_GB\" rel=\"nofollow\">Manager, Cash Client Services</a></td>\n<td>Tianjin</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-Cash-Client-Service/51998-en_GB\" rel=\"nofollow\">Manager, Cash Client Service</a></td>\n<td>Tianjin</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Frontend-Developer/54127-en_GB\" rel=\"nofollow\">Frontend Developer</a></td>\n<td>Guangzhou</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/SABRE-Developer-Java/50131-en_GB\" rel=\"nofollow\">SABRE Developer - Java</a></td>\n<td>Tianjin</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-Business-Development-GZ/54544-en_GB\" rel=\"nofollow\">Manager, Business Development-GZ</a></td>\n<td>Guangzhou</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-AI-PO%2C-CIB-AI-CoE/52588-en_GB\" rel=\"nofollow\">Senior AI PO, CIB AI CoE</a></td>\n<td>Guangzhou</td>\n<td>Band 5</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-AI-PO%2C-CIB-AI-COE/52589-en_GB\" rel=\"nofollow\">Senior AI PO, CIB AI COE</a></td>\n<td>Guangzhou</td>\n<td>Band 5</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Lead%2C-AI-Platform-AI-Factory/52646-en_GB\" rel=\"nofollow\">Lead, AI Platform- AI Factory</a></td>\n<td>Guangzhou</td>\n<td>Band 5</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Performance-&amp;-Transformation/54729-en_GB\" rel=\"nofollow\">Performance &amp; Transformation</a></td>\n<td>Guangzhou</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Principal-Delivery-Manager%2C-Reg_-and-Data-Solns/54766-en_GB\" rel=\"nofollow\">Principal Delivery Manager, Reg. and Data Solns</a></td>\n<td>Guangzhou</td>\n<td>Band 5</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Business-Analyst/54775-en_GB\" rel=\"nofollow\">Business Analyst</a></td>\n<td>Tianjin</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Director%2C-SME-Banking-Product/54786-en_GB\" rel=\"nofollow\">Director, SME Banking Product</a></td>\n<td>Guangzhou</td>\n<td>Band 5</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Sr_-Assoc%2C-Production-Eng%2C-WRB-Tech/54807-en_GB\" rel=\"nofollow\">Sr. Assoc, Production Eng, WRB Tech</a></td>\n<td>Tianjin</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Sr_-Assoc%2C-Production-Eng%2C-WRB-Tech/54809-en_GB\" rel=\"nofollow\">Sr. Assoc, Production Eng, WRB Tech</a></td>\n<td>Tianjin</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Specialist%2C-Orchestration-Client-Management/52772-en_GB\" rel=\"nofollow\">Specialist, Orchestration Client Management</a></td>\n<td>Tianjin</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Assoc%2C-Production-Eng%2C-WRB-Tech/54823-en_GB\" rel=\"nofollow\">Assoc, Production Eng, WRB Tech</a></td>\n<td>Tianjin</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Assoc%2C-Production-Eng%2C-WRB-Tech/54824-en_GB\" rel=\"nofollow\">Assoc, Production Eng, WRB Tech</a></td>\n<td>Tianjin</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54849-en_GB\" rel=\"nofollow\">Credit Analyst, CPA Hub</a></td>\n<td>Guangzhou</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54850-en_GB\" rel=\"nofollow\">Credit Analyst, CPA Hub</a></td>\n<td>Guangzhou</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54851-en_GB\" rel=\"nofollow\">Credit Analyst, CPA Hub</a></td>\n<td>Guangzhou</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54852-en_GB\" rel=\"nofollow\">Credit Analyst, CPA Hub</a></td>\n<td>Guangzhou</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54853-en_GB\" rel=\"nofollow\">Credit Analyst, CPA Hub</a></td>\n<td>Guangzhou</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54854-en_GB\" rel=\"nofollow\">Credit Analyst, CPA Hub</a></td>\n<td>Guangzhou</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Credit-Analyst%2C-CPA-Hub/54855-en_GB\" rel=\"nofollow\">Credit Analyst, CPA Hub</a></td>\n<td>Guangzhou</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/KYC-Policy-Implementation-Manager/52852-en_GB\" rel=\"nofollow\">KYC Policy Implementation Manager</a></td>\n<td>Tianjin</td>\n<td>Band 5</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Senior-AI-Analyst/44692-en_GB\" rel=\"nofollow\">Senior AI Analyst</a></td>\n<td>Guangzhou</td>\n<td>Band 5</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager%2C-ERM/50863-en_GB\" rel=\"nofollow\">Manager, ERM</a></td>\n<td>Guangzhou</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Product-Owner%2C-Digital-Banking/50876-en_GB\" rel=\"nofollow\">Product Owner, Digital Banking</a></td>\n<td>Tianjin</td>\n<td>Band 5</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Lead-AI-Engineer/46817-en_GB\" rel=\"nofollow\">Lead AI Engineer</a></td>\n<td>Guangzhou</td>\n<td>Band 5</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Product-Owner%2C-Retail-Payments/53036-en_GB\" rel=\"nofollow\">Product Owner, Retail Payments</a></td>\n<td>Tianjin</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Product-Owner-%28Equities%29/46903-en_GB\" rel=\"nofollow\">Product Owner (Equities)</a></td>\n<td>Guangzhou</td>\n<td>Band 5</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Manager-%2C-Credit-Risk-Control/55138-en_GB\" rel=\"nofollow\">Manager , Credit Risk Control</a></td>\n<td>Tianjin</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Java-Backend-Lead/49131-en_GB\" rel=\"nofollow\">Java Backend Lead</a></td>\n<td>Tianjin</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Java-Backend-Lead/49132-en_GB\" rel=\"nofollow\">Java Backend Lead</a></td>\n<td>Tianjin</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Relationship-Manager%2C-Priority/51188-en_GB\" rel=\"nofollow\">Relationship Manager, Priority</a></td>\n<td>Tianjin</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Tech-Support-Specialist/54773-en_GB\" rel=\"nofollow\">Tech Support Specialist</a></td>\n<td>Tianjin</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AI-Chapter-Lead%2C-WRB/51351-en_GB\" rel=\"nofollow\">AI Chapter Lead, WRB</a></td>\n<td>Guangzhou</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Mgr%2C-QA-&amp;-Testing/54594-en_GB\" rel=\"nofollow\">Mgr, QA &amp; Testing</a></td>\n<td>Tianjin</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Lead-Developer%2C-Asset-Control-MRS/54774-en_GB\" rel=\"nofollow\">Lead Developer, Asset Control MRS</a></td>\n<td>Guangzhou</td>\n<td>Band 6</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/AI-Chapter-Lead%2C-WRB/51493-en_GB\" rel=\"nofollow\">AI Chapter Lead, WRB</a></td>\n<td>Guangzhou</td>\n<td>Band 5</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Development-Analyst/54468-en_GB\" rel=\"nofollow\">Development Analyst</a></td>\n<td>Tianjin</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Development-Analyst/54469-en_GB\" rel=\"nofollow\">Development Analyst</a></td>\n<td>Tianjin</td>\n<td>Band 7</td>\n</tr>\n<tr>\n<td><a href=\"https://jobs.standardchartered.com/job/Support-Specialist/53884-en_GB\" rel=\"nofollow\">Support Specialist</a></td>\n<td>Tianjin</td>\n<td>Band 7</td>\n</tr>\n</tbody></table><hr/>\n"
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      "id": "https://www.v2ex.com/t/1217457", 
      "date_published": "2026-06-03T00:28:05+00:00", 
      "content_html": "\u5927\u5bb6\u597d\uff0c\u6211\u53eb\u5c0f\u5929\u300215 \u5e74\u6765\u65e5\uff0c\u5df2\u5728\u65e5 11 \u5e74\u3002<br />\u4e4b\u524d\u66fe\u5728\u4e2d\u56fd\u79fb\u52a8\uff0c\u8d85\u805a\u53d8\u7b49\u516c\u53f8\u505a Sales Engineer \u3002<br />\u76ee\u524d\u5728\u4e00\u5bb6\u65e5\u8d44\u4f01\u4e1a\uff0c\u4e13\u6ce8\u505a\u9488\u5bf9\u5916\u56fd\u4eba\u7684\u65e5\u672c IT \u884c\u4e1a\u7684\u730e\u5934/\u804c\u4e1a\u987e\u95ee\u3002<br />\u76ee\u524d\u624b\u5934\u5f88\u591a\u65e5\u672c\u6b63\u793e\u5458\u804c\u4f4d\u6b63\u5728\u5f00\u653e\u62db\u8058\uff0c\u5e0c\u671b\u80fd\u5e2e\u52a9\u60f3\u6765\u65e5\u672c\u53d1\u5c55\u6216\u5728\u65e5\u672c\u5bfb\u6c42\u8f6c\u804c\u7684\u670b\u53cb\u4eec\u3002<br /><br />\u6211\u4e0d\u4ec5\u63d0\u4f9b\u804c\u4f4d\u63a8\u8350\uff0c\u8fd8\u4f1a\u534f\u52a9\u5927\u5bb6\u8fdb\u884c\u7b80\u5386\u4f18\u5316\u548c\u9762\u8bd5\u5bf9\u7b56\uff0c\u6b22\u8fce\u611f\u5174\u8da3\u7684\u670b\u53cb\u4ea4\u6d41\uff01<br />\u6d41\u7a0b\u5b8c\u5168\u514d\u8d39\uff0c\u4e0d\u4f1a\u6536\u53d6\u4efb\u4f55\u8d39\u7528\uff01<br />---<br /><br />\ud83d\udfe2\u62db\u8058\u804c\u79cd<br />\u8f6f\u4ef6\u5de5\u7a0b\u5e08\uff08\u540e\u7aef/\u5168\u6808/\u524d\u7aef\uff09<br />AI/\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08<br />\u57fa\u7840\u67b6\u6784/\u8fd0\u7ef4\u5de5\u7a0b\u5e08<br />\u7f51\u7edc\u5de5\u7a0b\u5e08<br />\u4e91\u5de5\u7a0b\u5e08/DeVops \u5de5\u7a0b\u5e08<br />etc...<br /><br />\ud83d\udfe2\u786c\u6027\u8981\u6c42 (Must Have)<br />\u5f00\u53d1\u7ecf\u9a8c\uff1a3 \u5e74\u4ee5\u4e0a\u76f8\u5173\u7ecf\u9a8c<br />\u8bed\u8a00\u80fd\u529b\uff1a\u65e5\u8bed JLPT N2 \uff5e N1 \u6c34\u5e73\uff08\u6216\u540c\u7b49\u53e3\u8bed\u80fd\u529b\uff09<br />\u6ce8\uff1a\u9700\u8981\u80fd\u7528\u65e5\u8bed\u53c2\u52a0\u65e9\u4f1a\u3001\u6e05\u6670\u4f20\u8fbe\u4efb\u52a1\u8fdb\u5ea6\u3002<br />\u5b66\u5386\u80cc\u666f\uff1aSTEM \u9886\u57df\uff08\u8ba1\u7b97\u673a\u3001\u4fe1\u5de5\u3001\u7406\u5de5\u79d1\u7b49\uff09\u5b66\u4f4d\uff0c\u6587\u79d1\u5b66\u5386\uff0cIT \u5de5\u4f5c\u7ecf\u9a8c\u8db3\u591f\u4e5f\u53ef<br /><br />\ud83d\udfe2\u52a0\u5206\u9879 (Nice to Have)<br />\u6709 Tech Lead \u6216 PM \u7ecf\u9a8c<br />\u6709\u53ef\u5c55\u793a\u7684 GitHub \u5f00\u6e90\u9879\u76ee\u6216\u4f5c\u54c1\u96c6<br />\u975e\u5e38\u6b22\u8fce\u76ee\u524d\u5df2\u5728\u65e5\u672c\u7684\u5de5\u7a0b\u5e08\uff0c\u4e5f\u6b22\u8fce\u6d77\u5916\u4eba\u58eb\uff01<br /><br />\ud83d\udfe2 \u5f85\u9047\u4e0e\u798f\u5229<br />\u96c7\u4f63\u5f62\u5f0f\uff1a\u6b63\u793e\u5458\uff08\u7a33\u5b9a\uff0cSES \u7684\u5c97\u4f4d\u4e5f\u90fd\u662f\u65e5\u672c\u5927\u624b\u6b63\u793e\u5458\uff0c\u65e0\u5951\u7ea6\u793e\u5458\uff09<br />\u5e74\u85aa\u8303\u56f4\uff1a400 \u4e07\uff5e 1000 \u4e07\u65e5\u5143\uff08\u6839\u636e\u7ecf\u9a8c\u548c\u9762\u8bd5\u8868\u73b0\u8bc4\u5b9a\uff09<br />\u8d74\u65e5\u652f\u6301\uff1a\u63d0\u4f9b\u7b7e\u8bc1\u529e\u7406\u53ca\u8d74\u65e5\u642c\u8fc1\u8d39\u7528\u652f\u6301 \u2708\ufe0f<br />\u6210\u957f\u73af\u5883\uff1a\u591a\u56fd\u7c4d\u56e2\u961f\uff0c\u63d0\u4f9b\u6280\u672f\u57f9\u8bad\u3001\u5b66\u4e60\u4f1a\u53ca\u8d44\u683c\u8bc1\u4e66\u8865\u52a9<br /><br />---<br /><br />\ud83d\udcdd \u6211\u7684\u670d\u52a1\u6d41\u7a0b<br />\u6211\u4e0d\u4ec5\u4ec5\u662f\u6536\u7b80\u5386\uff0c\u66f4\u5e0c\u671b\u901a\u8fc7\u4ee5\u4e0b\u6d41\u7a0b\u63d0\u9ad8\u60a8\u7684\u62ff Offer \u51e0\u7387\uff1a<br />\u8f7b\u677e\u9762\u8c08 (1v1)\uff1a\u4e86\u89e3\u60a8\u7684\u6280\u672f\u6808\u548c\u804c\u4e1a\u89c4\u5212<br />\u804c\u4f4d\u5339\u914d &amp; \u54a8\u8be2\uff1a\u63a8\u8350\u9002\u5408\u7684\u516c\u53f8\uff0c\u800c\u975e\u76f2\u76ee\u6d77\u6295<br />\u7b80\u5386\u7cbe\u4fee &amp; \u9762\u8bd5\u6a21\u62df\uff1a\u9488\u5bf9\u65e5\u672c\u804c\u573a\u4e60\u60ef\u8fdb\u884c\u8f85\u5bfc<br />\u6b63\u5f0f\u9762\u8bd5\uff1a\u5b89\u6392\u4f01\u4e1a\u9762\u8bd5<br />Offer &amp; \u5165\u804c\uff1a\u534f\u52a9\u85aa\u8d44\u8c08\u5224\u53ca\u5165\u804c\u624b\u7eed\u529e\u7406<br /><br />\u26a0\ufe0f \u5176\u4ed6\u8bf4\u660e<br />\u5fc5\u987b\u6ee1\u8db3\u65e5\u672c\u5de5\u7b7e\u7684\u53d1\u653e\u6761\u4ef6\uff08\u901a\u5e38\u6307\u5b66\u5386\u6216\u76f8\u5173\u5de5\u4f5c\u5e74\u9650\uff09\u3002<br /><br />---<br /><br />\ud83d\udcee \u8054\u7cfb\u65b9\u5f0f<br />Wechat\uff1aphi0620<br />Line\uff1altc0620<br />LinkedIn\uff1a <a target=\"_blank\" href=\"https://www.linkedin.com/in/jun-amagishi-tianchun-li-37b671407/\" rel=\"nofollow noopener\">https://www.linkedin.com/in/jun-amagishi-tianchun-li-37b671407/</a><br />\u6216\u8005\u76f4\u63a5\u5728\u5e16\u5b50\u4e0b\u7559\u8a00\u54a8\u8be2\uff0c\u6211\u4f1a\u5c3d\u91cf\u56de\u590d\u5927\u5bb6\u7684\u95ee\u9898\uff01"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/biteaglelabs", 
        "name": "biteaglelabs", 
        "avatar": "https://cdn.v2ex.com/avatar/ee7d/1cda/738626_large.png?m=1780554471"
      }, 
      "url": "https://www.v2ex.com/t/1217414", 
      "title": "[AI \u72ec\u89d2\u517d] \u6bd4\u7279\u9e70\u62db\u6d4b\u8bd5\u5f00\u53d1\u5de5\u7a0b\u5e08 | \u5bfb\u627e\u50cf SpaceX \u4e00\u6837\u6562\u95ef\u6562\u5e72\u7684\u4eba", 
      "id": "https://www.v2ex.com/t/1217414", 
      "date_published": "2026-06-02T13:44:45+00:00", 
      "content_html": "<p><img alt=\"SpaceX \u62db\u8058\u6587\u7ae0\u5c01\u9762.jpg\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.learnblockchain.cn/attachments/2026/06/0WO0FGMg6a1eda4216717.jpg\"/>\n\u85aa\u8d44\uff1a7K-14K \uff08\u9ad8\u989d\u5e74\u7ec8\u5956+\u671f\u6743\uff09</p>\n<p>\u53f2\u4e0a\u6700\u5927 IPO \u5373\u5c06\u6765\u4e86\uff0c</p>\n<p>SpaceX \u8ba1\u5212\u5728 6 \u6708\uff0c\u8fdb\u884c\u53f2\u4e0a\u6700\u5927\u89c4\u6a21\u7684 IPO \uff0c\u76ee\u6807\u4f30\u503c\u9ad8\u8fbe 1.75 \u4e07\u4ebf\u7f8e\u5143\uff0c</p>\n<p>\u9a6c\u65af\u514b\u7684\u8eab\u4ef7\u5c06\u98d9\u5347\u81f3 1.1 \u4e07\u4ebf\u7f8e\u5143\uff0c\u6210\u4e3a\u4eba\u7c7b\u5386\u53f2\u4e0a\u9996\u4f4d\u4e07\u4ebf\u7f8e\u91d1\u5bcc\u8c6a\u3002</p>\n<p>SpaceX \u4e4b\u6240\u4ee5\u8ba9\u4eba\u4f69\u670d\uff0c\u662f\u56e0\u4e3a\u4ece\u4e0d\u53ea\u505a\u5bb9\u6613\u7684\u4e8b\u60c5\uff0c</p>\n<p>\u800c\u662f\u6311\u6218\u4e0d\u53ef\u80fd\uff1a\u7528\u53ef\u56de\u6536\u706b\u7bad\u6539\u5199\u822a\u5929\u53f2\uff0c\u628a\u4eba\u7c7b\u9001\u4e0a\u706b\u661f\u3002</p>\n<p><strong>\u5728\u6bd4\u7279\u9e70\uff0c\u6211\u4eec\u8df5\u884c SpaceX \u7684\u7cbe\u795e\uff1a</strong></p>\n<p>\u8fd9\u91cc\u4e0d\u770b\u4f60\u7684\u5b66\u5386\u80cc\u666f\uff0c\u53ea\u770b\u4f60\u89e3\u51b3\u8fc7\u7684\u96be\u9898\uff0c\u662f\u5426\u5177\u6709\u62fc\u640f\u7cbe\u795e\u548c\u521b\u4e1a\u5fc3\u6001\uff0c</p>\n<p>\u56e2\u961f\u4e13\u6ce8\u4e8e AI \u6570\u636e\u51b3\u7b56\u9886\u57df\u7684\u9ec4\u91d1\u8d5b\u9053\uff0c\u5904\u4e8e\u9ad8\u901f\u53d1\u5c55\u9636\u6bb5\uff0c\u6b63\u5728\u62db\u6709 SpaceX \u7cbe\u795e\u7684\u5de5\u7a0b\u5e08\uff0c</p>\n<p>\u9664\u4e86\u6709\u7ade\u4e89\u529b\u7684\u85aa\u8d44\u4e4b\u5916\uff0c\u8fd8\u53ef\u4ee5\u548c AI \u65f6\u4ee3\u6700\u4f18\u79c0\u7684\u4e00\u7fa4\u4eba\u5171\u4e8b\uff0c\u83b7\u5f97 10 \u500d\u751a\u81f3 100 \u500d\u80fd\u529b\u548c\u8d22\u5bcc\u7684\u8de8\u8d8a\u5f0f\u6210\u957f\u3002</p>\n<hr/>\n<p>** [\u5728\u62db\u5c97\u4f4d] **</p>\n<p>\u5de5\u7a0b\u5e08\uff1aAI \u5e94\u7528\u5f00\u53d1\u3001\u540e\u7aef\u3001\u5927\u6570\u636e\u3001\u722c\u866b\u3001\u6d4b\u8bd5\u3001\u524d\u7aef\u3001\u5b89\u5168\u3001\u8fd0\u7ef4</p>\n<p>\u8fd0\u8425\u8bbe\u8ba1\u7c7b\uff1a\u8fd0\u8425\u7ecf\u7406\u3001\u4ea7\u54c1\u7ecf\u7406\u3001HR \u7ecf\u7406\u3001Live2D \u63d2\u753b\u5e08\u3001AIGC \u8bbe\u8ba1\u5e08</p>\n<p>** [\u5173\u4e8e\u6bd4\u7279\u9e70] **</p>\n<p>\u6295\u7b80\u5386\u90ae\u7bb1\uff1a <a href=\"mailto:join@biteagle.xyz\">join@biteagle.xyz</a></p>\n<p>\u516c\u53f8\u5b98\u7f51\uff1a<a href=\"http://www.biteagle.xyz\" rel=\"nofollow\">www.biteagle.xyz</a></p>\n<p>\u516c\u53f8\u516c\u4f17\u53f7\uff1a\u6bd4\u7279\u9e70 labs</p>\n<p>\u516c\u53f8\u5730\u5740\uff1a\u5e7f\u5dde\u5e02\u5929\u6cb3\u533a</p>\n<hr/>\n<p>** [\u5c97\u4f4d\u804c\u8d23] **</p>\n<p>\u8d1f\u8d23\u516c\u53f8\u4e1a\u52a1\u7cfb\u7edf\u7684\u6d4b\u8bd5\u5de5\u4f5c\uff0c\u5305\u62ec\u529f\u80fd\u6d4b\u8bd5\u3001\u63a5\u53e3\u6d4b\u8bd5\u3001\u6027\u80fd\u6d4b\u8bd5\u7b49\uff0c\u4fdd\u969c\u4ea7\u54c1\u8d28\u91cf\u3002</p>\n<p>\u7ed3\u5408 AI \u7f16\u5199\u548c\u7ef4\u62a4\u81ea\u52a8\u5316\u6d4b\u8bd5\u811a\u672c\u53ca\u6846\u67b6\uff0c\u63d0\u9ad8\u6d4b\u8bd5\u6548\u7387\u548c\u8986\u76d6\u7387\u3002</p>\n<p>\u8ddf\u8fdb\u7ebf\u4e0a\u95ee\u9898\uff0c\u5feb\u901f\u5b9a\u4f4d\u548c\u63a8\u52a8\u89e3\u51b3\u3002</p>\n<p>** [\u5165\u804c\u8981\u6c42] **</p>\n<p>\u719f\u6089\u8f6f\u4ef6\u6d4b\u8bd5\u7406\u8bba\u4e0e\u65b9\u6cd5\uff0c\u5177\u5907\u529f\u80fd\u6d4b\u8bd5\u3001\u63a5\u53e3\u6d4b\u8bd5\u3001\u6027\u80fd\u6d4b\u8bd5\u7ecf\u9a8c\u3002</p>\n<p>\u719f\u7ec3\u638c\u63e1\u81f3\u5c11\u4e00\u95e8\u7f16\u7a0b\u8bed\u8a00\uff08 Python/Go/Java/C++ \u7b49\uff09\uff0c\u80fd\u72ec\u7acb\u7f16\u5199\u6d4b\u8bd5\u811a\u672c\u6216\u5f00\u53d1\u5de5\u5177\u3002</p>\n<p>\u719f\u6089\u5e38\u89c1\u81ea\u52a8\u5316\u6d4b\u8bd5\u6846\u67b6\uff08 unittest \u3001pytest \u3001Selenium \u7b49\uff09\uff0c\u638c\u63e1\u538b\u6d4b\u5de5\u5177\u3001CI/CD \u5de5\u5177\u3002</p>\n<p>\u5177\u5907\u826f\u597d\u7684 Linux \u57fa\u7840\u548c\u6570\u636e\u5e93\uff08 PostgreSQL/Redis \uff09\u4f7f\u7528\u80fd\u529b\u3002</p>\n<p>\u5b66\u4e60\u80fd\u529b\u5f3a\uff0c\u903b\u8f91\u601d\u7ef4\u6e05\u6670\uff0c\u5177\u5907\u826f\u597d\u7684\u6c9f\u901a\u534f\u4f5c\u548c\u95ee\u9898\u5206\u6790\u89e3\u51b3\u80fd\u529b\u3002</p>\n<hr/>\n<p>** [\u798f\u5229\u5f85\u9047] **</p>\n<p><strong>\u8d22\u5bcc\u56de\u62a5</strong></p>\n<p>\u6839\u636e\u5165\u804c\u65f6\u95f4\u4e0e\u8d21\u732e\u5ea6</p>\n<p>\u83b7\u5f97\u5e74\u5e95\u5956\u91d1\uff0c\u516c\u53f8\u5229\u6da6\u8d8a\u9ad8\uff0c\u5956\u91d1\u8d8a\u9ad8</p>\n<p><strong>\u6210\u957f\u8d4b\u80fd</strong></p>\n<p>\u6280\u672f\u6c1b\u56f4\u6d53\u539a\uff0c\u7545\u6240\u6b32\u8a00\uff0c\u81ea\u7531\u5ea6\u9ad8</p>\n<p>\u8d2d\u4e70\u5b66\u4e60\u4e66\u7c4d\u4e0e\u8bfe\u7a0b\uff0c\u7531\u516c\u53f8\u62a5\u9500\u8d39\u7528</p>\n<p>\u914d\u5907\u6700\u8d35 AI Coding \u5de5\u5177\uff0c\u65e0\u9650\u91cf Token</p>\n<p>\u6839\u636e\u4f60\u7684\u5174\u8da3\u4e0e\u7279\u957f\uff0c\u6253\u9020\u4e2a\u4eba\u6210\u957f\u8def\u7ebf</p>\n<p><strong>\u798f\u5229\u5173\u6000</strong></p>\n<p>\u5065\u5eb7\u5173\u6000\uff1a\u5e74\u5ea6\u5065\u5eb7\u4f53\u68c0\u798f\u5229\uff0c\u6bcf\u4eba\u6bcf\u5e74 1500 \u5143</p>\n<p>\u798f\u5229\u8865\u8d34\uff1a\u6bcf\u6708\u9910\u8865\u623f\u8865\u3001\u65e9\u9910\u96f6\u98df\u65e0\u9650\u91cf\u4f9b\u5e94</p>\n<p>\u8282\u65e5\u60ca\u559c\uff1a\u6cd5\u5b9a\u8282\u5047\u65e5\u6b63\u5e38\u4f11\u5047\uff0c\u53d1\u653e\u4e13\u5c5e\u793c\u54c1</p>\n<p>\u8212\u9002\u73af\u5883\uff1a\u529e\u516c\u5730\u70b9\u5728\u5e7f\u5dde\u73af\u5883\u6700\u597d\u7684\u521b\u610f\u56ed</p>\n<p>** [\u5de5\u4f5c\u73af\u5883] **</p>\n<p><img alt=\"\u516c\u53f8\u5927\u95e8\u7a0d\u6697.jpg\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.learnblockchain.cn/attachments/2026/06/Dn903ObN6a1eda4a409f1.jpg\"/></p>\n<p><img alt=\"\u6bd4\u7279\u9e70\u529e\u516c\u73af\u5883.jpg\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.learnblockchain.cn/attachments/2026/06/mbgCdsh06a1eda4ff3fa6.jpg\"/></p>\n<p><img alt=\"\u56ed\u533a\u7edd\u7f8e.jpg\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.learnblockchain.cn/attachments/2026/06/qmYnj12N6a1eda55253f4.jpg\"/></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/MarkSanders", 
        "name": "MarkSanders", 
        "avatar": "https://cdn.v2ex.com/avatar/40a1/23ce/233939_large.png?m=1592412478"
      }, 
      "url": "https://www.v2ex.com/t/1217357", 
      "title": "[\u4e0a\u6d77]\u5b57\u8282\u8df3\u52a8 TikTokShop \u8425\u9500\u56e2\u961f\u524d\u7aef/\u5168\u6808\u62db\u8058", 
      "id": "https://www.v2ex.com/t/1217357", 
      "date_published": "2026-06-02T08:51:42+00:00", 
      "content_html": "\u5de5\u4f5c\u5730\u70b9\uff1a\u4e0a\u6d77<br />\u62db\u8058\u804c\u7ea7\uff1aL1 - L2<br />\u62db\u8058\u804c\u4f4d\uff1a\u524d\u7aef\u7814\u53d1\u5de5\u7a0b\u5e08<br /><br />\u5c97\u4f4d\u4ecb\u7ecd\uff1a<br />1 \u3001\u8d1f\u8d23\u56fd\u9645\u7535\u5546\u4e1a\u52a1\u8fed\u4ee3\uff0c\u6db5\u76d6 C \u4fa7\u4e1a\u52a1\u4ee5\u53ca B \u4fa7\u4e1a\u52a1\u3002\u6280\u672f\u6808 React, ReactLynx \uff1b<br />2 \u3001\u4e0e\u76f8\u5173\u4ea7\u54c1\uff0c\u8fd0\u8425\u56e2\u961f\u4fdd\u6301\u7d27\u5bc6\u5408\u4f5c\uff0c\u5171\u540c\u5224\u65ad\u5bf9\u56fd\u9645\u7535\u5546\u4e1a\u52a1\u66f4\u6709\u4ef7\u503c\u7684\u76ee\u6807\u548c\u8def\u5f84\uff1b<br />3 \u3001\u72ec\u7acb\u5efa\u8bbe\u548c\u627f\u63a5\u4e00\u4e9b\u53ef\u4ee5\u95ed\u73af\u5efa\u8bbe\u7684\u4ea7\u54c1\u529f\u80fd\u548c\u80fd\u529b\uff1b<br />4 \u3001\u4ee5\u5bf9\u9f50\u4e1a\u52a1\u76ee\u6807\u4e3a\u6838\u5fc3\u601d\u8def\uff0c\u89c4\u5212\u548c\u5f00\u5c55\u5404\u7c7b\u6280\u672f\u7cfb\u7edf\u7a33\u5b9a\u6027\uff0c\u6027\u80fd\u7b49\u4ee5\u6280\u672f\u9a71\u52a8\u7684\u4f18\u5316\u548c\u7ef4\u62a4\u5de5\u4f5c\uff1b<br /><br />\u4efb\u804c\u8981\u6c42\uff1a<br />1 \u3001\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\uff0c\u638c\u63e1\u4e3b\u6d41\u524d\u7aef\u6846\u67b6\u7684\u6e90\u7801\u5b9e\u73b0\uff0c\u7406\u89e3\u6846\u67b6\u80cc\u540e\u7684\u601d\u60f3\uff0c\u53ef\u4ee5\u6301\u7eed\u6539\u8fdb\u5b8c\u5584\u4e1a\u52a1\u6846\u67b6\uff1b<br />2 \u3001\u719f\u7ec3\u638c\u63e1 JavaScript \u3001CSS \u3001HTML \uff0c\u53ca\u52a8\u753b\u3001\u534f\u8bae\u3001\u5b89\u5168\u3001\u7f51\u7edc\u3001\u6027\u80fd\u4f18\u5316\u7b49\u524d\u7aef\u6280\u672f\uff0c\u5bf9\u4e3b\u6d41\u524d\u7aef\u6846\u67b6\uff08 React/Vue/Angular \u7b49\uff09\u81f3\u5c11\u4e00\u79cd\u6709\u6df1\u5165\u5e94\u7528\u5e76\u6df1\u5165\u7406\u89e3\u5176\u8bbe\u8ba1\u539f\u7406\uff1b<br />3 \u3001\u5bf9\u524d\u540e\u7aef\u7684\u534f\u4f5c\u6a21\u5f0f\u3001\u4ea7\u54c1\u548c\u9879\u76ee\u6d41\u7a0b\u6709\u6df1\u5165\u7406\u89e3\uff1b<br />4 \u3001\u5173\u6ce8\u524d\u7aef\u524d\u6cbf\u6280\u672f\uff0c\u5177\u5907\u8f83\u5f3a\u7684\u5b66\u4e60\u80fd\u529b\uff0c\u5404\u524d\u7aef\u6280\u672f\u793e\u533a\u6d3b\u8dc3\u8005\u3001\u6709\u81ea\u5df1\u7684\u5f00\u6e90\u9879\u76ee\u8005\u4f18\u5148\uff1b<br />5 \u3001\u5177\u5907\u8f83\u5f3a\u7684\u8d23\u4efb\u611f\u548c\u4e3b\u4eba\u7fc1\u610f\u8bc6\u3001\u56e2\u961f\u5408\u4f5c\u7cbe\u795e\u3001\u903b\u8f91\u601d\u7ef4\u80fd\u529b\u548c\u8868\u8fbe\u80fd\u529b\uff1b<br />6 \u3001\u5173\u6ce8\u524d\u7aef\u524d\u6cbf\u6280\u672f\uff0c\u5177\u5907\u8f83\u5f3a\u7684\u5b66\u4e60\u80fd\u529b\uff0c\u6709\u4e00\u5b9a\u7684\u6280\u672f\u5224\u65ad\u529b\u3002<br /><br />\u5173\u4e8e\u6211\u4eec\uff1a<br />\u6211\u4eec\u662f\u5b57\u8282\u8df3\u52a8\u56fd\u9645\u7535\u5546\u6838\u5fc3\u589e\u957f\u56e2\u961f\uff0c\u80a9\u8d1f\u7740\u63a8\u52a8\u7f8e\u56fd\u5e02\u573a\u589e\u957f\u4e0e\u6784\u5efa\u5168\u7403\u7528\u6237\u589e\u957f\uff08 UG \uff09\u5e73\u53f0\u7684\u53cc\u91cd\u4f7f\u547d\u3002\u6211\u4eec\u4e0d\u4ec5\u662f\u7f8e\u56fd\u5e02\u573a\u589e\u957f\u7684\u201c\u64cd\u76d8\u624b\u201d\uff0c\u66f4\u662f\u5168\u7403\u589e\u957f\u5e73\u53f0\u7684\u201c\u5efa\u8bbe\u8005\u201d\u3002\u901a\u8fc7\u6280\u672f\u521b\u65b0\uff0c\u6211\u4eec\u81f4\u529b\u4e8e\u6253\u9020\u4e16\u754c\u4e00\u6d41\u7684\u8425\u9500\u4ea7\u54c1\uff0c\u4e3a\u5168\u7403\u6570\u4ebf\u7528\u6237\u5e26\u6765\u5353\u8d8a\u7684\u8d2d\u7269\u4f53\u9a8c\u3002<br /><br /><br />\u90ae\u7bb1\uff1a tanpengcheng@bytedance.com"
    }
  ]
}