{"id":109570,"date":"2020-06-01T05:52:26","date_gmt":"2020-05-31T21:52:26","guid":{"rendered":"http:\/\/4563.org\/?p=109570"},"modified":"2020-06-01T05:52:26","modified_gmt":"2020-05-31T21:52:26","slug":"%e8%bf%9c%e7%a8%8b%e5%8a%9e%e5%85%ac-%e8%a7%86%e9%a2%91%e9%9d%a2%e8%af%95-jerry-ai-%e5%85%a8%e6%a0%88%e5%b7%a5%e7%a8%8b%e5%b8%88-%e6%95%b0%e6%8d%ae%e5%b7%a5%e7%a8%8b%e5%b8%88%e5%b2%97%e4%bd%8d","status":"publish","type":"post","link":"http:\/\/4563.org\/?p=109570","title":{"rendered":"[\u8fdc\u7a0b\u529e\u516c] [\u89c6\u9891\u9762\u8bd5] Jerry Ai \u5168\u6808\u5de5\u7a0b\u5e08, \u6570\u636e\u5de5\u7a0b\u5e08\u5c97\u4f4d\u76f4\u63a8"},"content":{"rendered":"<div>\n<div>\n<div>\n<h1>                  [\u8fdc\u7a0b\u529e\u516c] [\u89c6\u9891\u9762\u8bd5] Jerry Ai \u5168\u6808\u5de5\u7a0b\u5e08, \u6570\u636e\u5de5\u7a0b\u5e08\u5c97\u4f4d\u76f4\u63a8               <\/h1>\n<p> <\/p>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : JerryAi <\/span>  <span><i><\/i> 0<\/span> <\/div>\n<div> <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div isfirst=\"1\"> <\/p>\n<p><strong>\u6b22\u8fce\u8054\u7cfb\u52a0\u5165\u6211\u4eec\u56e2\u961f &#8211; \u5982\u679c\u60a8\u6b63\u5728\u5bfb\u627e\uff1a<\/strong><\/p>\n<ul>\n<li>\u4e00\u4e2a\u9ad8\u901f\u589e\u957f\uff0c\u8fde\u7eed\u4e94\u4e2a\u5b63\u5ea6\u8425\u6536\u7ffb\u756a\u7684\u9ad8\u79d1\u6280\u516c\u53f8<\/li>\n<li>\u4e00\u4e2a\u5145\u6ee1\u6fc0\u60c5\u7684\u5de5\u4f5c\u6c1b\u56f4<\/li>\n<li>\u4e00\u79cd\u5f00\u653e\u900f\u660e\u7684\u6c9f\u901a\u6587\u5316<\/li>\n<li>\u4e00\u7fa4\u6280\u672f\u80cc\u666f\u5f88\u5f3a\u7684\u540c\u4e8b<\/li>\n<\/ul>\n<p><strong>\u4f01\u4e1a\u7b80\u4ecb<\/strong><\/p>\n<p>Jerry Ai \u662f\u4e00\u5bb6\u5177\u6709\u5f3a\u5927\u6280\u672f\u80cc\u666f\u7684\u5317\u7f8e\u8de8\u56fd\u9ad8\u79d1\u6280\u521b\u65b0\u516c\u53f8\uff0c\u76ee\u524d\u5728\u52a0\u62ff\u5927\u591a\u4f26\u591a,\u7f8e\u56fd\u7845\u8c37\u4ee5\u53ca\u7ebd\u7ea6\u5dde\u5747\u8bbe\u6709\u5206\u90e8\u3002 \u516c\u53f8\u7531\u7f8e\u56fd\u540d\u6821\u535a\u58eb\u8054\u5408\u521b\u7acb\uff0c\u4e09\u4f4d\u8054\u5408\u521b\u59cb\u4eba\u5177\u6709\u4e30\u5bcc\u7684\u7845\u8c37\u8fde\u7eed\u521b\u4e1a\u7ecf\u9a8c\uff0c\u65d7\u4e0b\u4ea7\u54c1\u5229\u7528\u5927\u6570\u636e\u548c\u4eba\u5de5\u667a\u80fd\u6280\u672f\u4e0e\u7f8e\u56fd\u91d1\u878d\u673a\u6784\u548c\u4fdd\u9669\u516c\u53f8\u8fdb\u884c\u6570\u636e\u5bf9\u63a5\u4e0e\u5408\u4f5c\uff0c\u4ece\u800c\u4e3a\u7528\u6237\u6253\u9020\u6700\u5feb\u6377\u4fbf\u5229\u7684\u4eba\u5de5\u667a\u80fd\u91d1\u878d\u548c\u4fdd\u9669\u4ea7\u54c1\u9009\u8d2d\u5e73\u53f0\u3002\u81ea\u4ece\u6211\u4eec\u7684\u4ea7\u54c1\u53d1\u5e03\u4ee5\u6765\uff0c\u5728\u8fc7\u53bb 15 \u4e2a\u6708\u5185\u5f97\u5230\u4e86\u8fc5\u901f\u7684\u589e\u957f\uff08\u6bcf\u6708\u589e\u957f 30%\u4ee5\u4e0a\uff09\u3002<\/p>\n<p>\u516c\u53f8\u7684\u6280\u672f\u56e2\u961f\u80cc\u666f\u975e\u5e38\u591a\u5143\u5316\uff0c\u591a\u540d\u534e\u4eba\u5de5\u7a0b\u5e08\u4ece\u4e2d\u56fd\u8fdc\u7a0b\u5de5\u4f5c\uff1b \u5e76\u5728\u591a\u4f26\u591a\u548c\u7845\u8c37\u6709\u5206\u90e8\u3002\u56e2\u961f\u6210\u5458\u5747\u5177\u6709\u5f3a\u5927\u7684\u6280\u672f\u80cc\u666f\u548c\u4e30\u5bcc\u7684\u5de5\u4f5c\u7ecf\u9a8c\uff0c\u5927\u90e8\u5206\u6210\u5458\u66fe\u5c31\u804c\u4e8e\u77e5\u540d\u79d1\u6280\u4f01\u4e1a\uff0c \u6bd4\u5982\uff1a \u4e9a\u9a6c\u900a\u3001\u82f1\u4f1f\u8fbe\u3002<\/p>\n<p>\u8fd1\u6765\uff0c\u516c\u53f8\u5b8c\u6210\u4e86\u4e0a\u4ebf\u5143\u7ea7\u522b\u878d\u8d44\uff0c\u6211\u4eec\u6b63\u5728\u81f4\u529b\u4e8e\u65b0\u4e00\u8f6e\u7684\u56e2\u961f\u6269\u5efa\uff0c\u5e0c\u671b\u5bfb\u4f18\u79c0\u7684\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u548c\u6570\u636e\u5de5\u7a0b\u5e08\u52a0\u5165\u6211\u4eec\u7684\u961f\u4f0d\u3002<\/p>\n<p>\u5982\u679c\u60a8\u52a0\u5165\u6211\u4eec\u56e2\u961f\uff0c\u4e5f\u53ef\u5728\u4e2d\u56fd\u8fdc\u7a0b\u529e\u516c\uff0c\u5de5\u4f5c\u5730\u70b9\u4e0d\u9650\u3002\u5bf9\u6709\u5174\u8da3\u8005\uff0c\u6211\u4eec\u534f\u52a9\u529e\u7406\u5de5\u4f5c\u7b7e\u8bc1\u3002\uff08\u5728\u8fc7\u53bb\u51e0\u4e2a\u6708\u5185\uff0c\u6211\u4eec\u6210\u529f\u5e2e\u52a9\u56db\u540d\u56e2\u961f\u6210\u5458\u529e\u7406\u5317\u7f8e\u6280\u672f\u79fb\u6c11\u7b7e\u8bc1\uff09<\/p>\n<p><strong>1. \u804c\u4f4d\u9762\u5411\uff1a\u5168\u6808\u8f6f\u4ef6\u5de5\u7a0b\u5e08 \uff08\u8d44\u6df1 \/\u5e94\u5c4a\uff09<\/strong><\/p>\n<p><strong>\u6211\u4eec\u7684\u6280\u672f\u6808\uff1a<\/strong><\/p>\n<ul>\n<li>Javascript (with Flow) codebase: NodeJS (Express), React, React Native<\/li>\n<li>GraphQL API (no REST)<\/li>\n<li>PostgreSQL DB (transactional)<\/li>\n<li>Redshift (warehouse)<\/li>\n<li>Redis (session storage, task queue management)<\/li>\n<li>Sequelize ORM (exploring Prisma as a potential replacement)<\/li>\n<li>Jest test runner<\/li>\n<li>Infrastructure: Kubernetes cluster hosted on AWS EC2 nodes<\/li>\n<\/ul>\n<p><strong>\u5de5\u4f5c\u804c\u8d23\uff1a<\/strong><\/p>\n<ul>\n<li>\u53c2\u4e0e\u4ea7\u54c1\u8bbe\u8ba1\u3001\u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u90e8\u7f72\u3001\u7ef4\u62a4\uff0c\u4e3a\u6539\u8fdb\u4ea7\u54c1\u63d0\u4f9b\u53cd\u9988\u548c\u5efa\u8bae<\/li>\n<li>\u5408\u7406\u5b89\u6392\u5404\u4e2a\u9879\u76ee\u7684\u4f18\u5148\u987a\u5e8f\uff0c\u786e\u4fdd\u9879\u76ee\u6309\u671f\u5b8c\u6210\u5e76\u5b9e\u73b0\u76ee\u6807\u6210\u679c<\/li>\n<\/ul>\n<p><strong>\u6211\u4eec\u9700\u8981\u8fd9\u6837\u7684\u4f60\uff1a<\/strong><\/p>\n<ul>\n<li>\u9762\u5411\u8d44\u6df1\u6216\u5e94\u5c4a\u6bd5\u4e1a\u751f<\/li>\n<li>\u672c\u79d1\u53ca\u4ee5\u4e0a\u5b66\u5386\uff0c\u8ba1\u7b97\u673a\uff0c\u8f6f\u4ef6\u5de5\u7a0b\u76f8\u5173\u4e13\u4e1a\uff0c\u5177\u5907\u624e\u5b9e\u7684\u8f6f\u4ef6\u5f00\u53d1\u57fa\u7840\u77e5\u8bc6\uff08\u6570\u636e\u7ed3\u6784\uff0c\u7b97\u6cd5\u7b49\u7b49\uff09<\/li>\n<li>\u719f\u6089\u73b0\u4ee3 javascript (ES6+: Classes, modules, arrow functions, async\/await, destructuring, etc.)<\/li>\n<li>\u719f\u6089 javascript \u5de5\u5177\u94fe\u4ee5\u53ca\u5e38\u7528\u7684\u5e93<\/li>\n<li>\u719f\u6089 Web \u524d\u7aef\u6846\u67b6\uff0c\u5982 ReactJs, Vue.js \u7b49<\/li>\n<li>\u4e86\u89e3\u670d\u52a1\u5668\u7aef\u6e32\u67d3\u6280\u672f\uff0c\u4ee5\u53ca React Native \u79fb\u52a8\u7aef\u5f00\u53d1<\/li>\n<li>\u4e86\u89e3 javascript \u7684\u6700\u4f73\u5b9e\u8df5\u548c\u4e00\u4e9b\u5e38\u7528\u7684\u8bbe\u8ba1\u6a21\u5f0f\uff0c\u5177\u5907\u7f16\u5199\u9ad8\u6548\u7b80\u6d01\u7684 javascript \u4ee3\u7801<\/li>\n<li>\u4f1a\u7f16\u5199\u548c\u7ef4\u62a4\u89c4\u8303\u7684\u6d4b\u8bd5\u96c6\uff0c\u6709\u7ef4\u62a4\u548c\u7ba1\u7406\u5927\u578b\u4ee3\u7801 repo \u7684\u76f8\u5173\u7ecf\u9a8c\u5e76\u4e14\u77e5\u9053\u5982\u4f55\u7ef4\u62a4 repo \u5bf9\u4ee3\u7801\u7684\u6027\u80fd\u548c* \u53ef\u6269\u5c55\u6027\u6709\u6df1\u523b\u7684\u7406\u89e3<\/li>\n<li>\u4e50\u4e8e\u7f16\u5199\u9ad8\u8d28\u91cf\u7684\u4ee3\u7801\u548c\u6d4b\u8bd5\u96c6\uff0c\u5e76\u7ef4\u62a4\u5168\u9762\u7684\u4ee3\u7801\u8986\u76d6\u6d4b\u8bd5<\/li>\n<li>\u5177\u5907\u826f\u597d\u7684\u82f1\u6587\u6c9f\u901a\u80fd\u529b<\/li>\n<\/ul>\n<p><strong>\u52a0\u5206\u9879\u76ee\uff1a<\/strong><\/p>\n<ul>\n<li>\u719f\u7ec3\u8fd0\u7528 React Native, GraphQL \u4ee5\u53ca Apollo<\/li>\n<li>\u76f8\u5173\u4ea7\u54c1\u5f00\u53d1\u7ecf\u9a8c<\/li>\n<\/ul>\n<p><strong>2. \u804c\u4f4d\u9762\u5411\uff1a\u6570\u636e\u5de5\u7a0b\u5e08 \uff08\u8d44\u6df1 \/\u5e94\u5c4a\uff09<\/strong><\/p>\n<p><strong>\u4f60\u7684\u5de5\u4f5c\u804c\u8d23<\/strong><\/p>\n<ul>\n<li>\u8d1f\u8d23\u516c\u53f8\u7684\u6838\u5fc3\u6570\u636e\u5e93\u642d\u5efa\uff0c\u6269\u5927\u6570\u636e\u5904\u7406\u6d41\u7a0b\uff0c\u4ee5\u6ee1\u8db3\u5feb\u901f\u589e\u957f\u7684\u6570\u636e\u9700\u6c42<\/li>\n<li>\u6839\u636e\u516c\u53f8\u7684\u4e1a\u52a1\u4ee5\u53ca\u6280\u672f\u9700\u6c42\u6539\u8fdb\u6570\u636e\u6a21\u578b\u4ee5\u53ca\u6570\u636e\u5efa\u6a21<\/li>\n<li>\u63d0\u9ad8\u7cfb\u7edf\u6570\u636e\u8ffd\u8e2a\u7684\u8d28\u91cf\u4e0e\u4e00\u81f4\u6027<\/li>\n<li>\u5f00\u53d1\u81ea\u5b9a\u4e49\u5c0f\u5de5\u5177\u4ee5\u652f\u6301\u6570\u636e\u5e93\u7ba1\u7406 \uff08 ETL)<\/li>\n<li>\u4f7f\u7528 SQL \u548c MapReduce \u4f5c\u4e1a\u4f18\u5316\u6570\u636e\u5904\u7406\u8fdb\u7a0b<\/li>\n<\/ul>\n<p><strong>\u6211\u4eec\u9700\u8981\u8fd9\u6837\u7684\u4f60\uff1a<\/strong><\/p>\n<ul>\n<li>\u5168\u65e5\u5236\u672c\u79d1\u5b66\u5386\u53ca\u4ee5\u4e0a<\/li>\n<li>\u53ef\u719f\u7ec3\u8fd0\u7528 SQL\uff0c\u4f1a\u4f7f\u7528 Postgres dilaect.<\/li>\n<li>\u53ef\u719f\u7ec3\u8fd0\u7528 Python \u8bed\u8a00\u7ba1\u7406\u6838\u5fc3\u6570\u636e\u5e93<\/li>\n<li>\u53ef\u719f\u7ec3\u8fd0\u7528 Apache Spark \u548c PySpark Library \uff08\u4f1a\u4f7f\u7528 AWS extention with PySpark \u52a0\u5206\uff09<\/li>\n<li>\u53ef\u719f\u7ec3\u8fd0\u7528 BI \u8f6f\u4ef6\uff08 Metbabse \u548c Tableau \uff09<\/li>\n<li>\u719f\u6089 Hadoop \u751f\u6001\u7cfb\u7edf\uff08\u6216\u7c7b\u4f3c\uff09<\/li>\n<li>\u6709\u5728\u4e3b\u6d41\u4e91\u5e73\u53f0\uff08 AWS \uff09\u4e2d\u90e8\u7f72\u548c\u7ef4\u62a4\u6570\u636e\u57fa\u7840\u67b6\u6784\u7684\u7ecf\u9a8c<\/li>\n<li>\u53ef\u719f\u7ec3\u7684\u5c06\u6570\u636e\u5206\u6790\u8fd0\u7528\u5728\u516c\u53f8\u7684\u4e1a\u52a1\u9700\u6c42\u4e0a<\/li>\n<li>\u5177\u5907\u826f\u597d\u7684\u82f1\u6587\u6c9f\u901a\u80fd\u529b<\/li>\n<li>\u5177\u5907\u826f\u597d\u7684\u56e2\u961f\u5408\u4f5c\u7cbe\u795e\uff0c\u9ad8\u5ea6\u8d23\u4efb\u5fc3\u4ee5\u53ca\u6297\u538b\u80fd\u529b<\/li>\n<\/ul>\n<p><strong>\u6240\u62db\u5c97\u4f4d\u5de5\u4f5c\u5730\u70b9:<\/strong><\/p>\n<ul>\n<li>\u8fdc\u7a0b<\/li>\n<\/ul>\n<p>\u5982\u679c\u60a8\u611f\u5174\u8da3\uff0c\u8bf7\u628a\u60a8\u7684\u82f1\u6587\u7b80\u5386\u53d1\u81f3\uff1a [email&#160;protected] \u90ae\u4ef6\u4e3b\u9898\u5b57\u6bb5\u5fc5\u987b\u5305\u542b\uff1aSoftware Enginee-v2ex, Date Engineer-v2ex \u6211\u4eec\u4f1a\u5c3d\u5feb\u548c\u60a8\u53d6\u5f97\u8054\u7cfb\u3002<\/p>\n<\/p><\/div>\n<div> <b>\u5927\u4f6c\u6709\u8a71\u8aaa<\/b> (<span>2<\/span>)        <\/div>\n<div> <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<ul>\n<li data-pid=\"1826663\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : FrankFang128 <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             \u85aa\u8d44\u8303\u56f4\uff1f                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li data-pid=\"1826664\" data-uid=\"2\">\n<div>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : ppcoin <\/span>  <\/div>\n<div> <i title=\"\u5f15\u7528\"><\/i>  <span>          <\/span> <\/div>\n<\/p><\/div>\n<div>                                                             dialect                                                            <\/div>\n<\/p><\/div>\n<\/li>\n<li>\n","protected":false},"excerpt":{"rendered":"<p>[\u8fdc\u7a0b\u529e\u516c] [\u89c6\u9891\u9762\u8bd5] Jer&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[],"tags":[],"_links":{"self":[{"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/posts\/109570"}],"collection":[{"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=109570"}],"version-history":[{"count":0,"href":"http:\/\/4563.org\/index.php?rest_route=\/wp\/v2\/posts\/109570\/revisions"}],"wp:attachment":[{"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=109570"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=109570"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/4563.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=109570"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}