{"id":15176,"date":"2020-04-06T15:06:38","date_gmt":"2020-04-06T07:06:38","guid":{"rendered":"https:\/\/blog.tibame.com\/?p=15176"},"modified":"2022-06-08T11:51:27","modified_gmt":"2022-06-08T03:51:27","slug":"%e5%a6%82%e4%bd%95%e6%88%90%e7%82%ba%e8%b3%87%e6%96%99%e7%a7%91%e5%ad%b8%e5%ae%b6%ef%bc%9f%e5%bf%ab%e4%be%86%e8%aa%8d%e8%ad%9821%e4%b8%96%e7%b4%80%e6%9c%80%e6%80%a7%e6%84%9f%e7%9a%84%e5%b7%a5%e4%bd%9c","status":"publish","type":"post","link":"https:\/\/blog.tibame.com\/?p=15176","title":{"rendered":"\u5982\u4f55\u6210\u70ba\u8cc7\u6599\u79d1\u5b78\u5bb6\uff1f\u5feb\u4f86\u8a8d\u8b5821\u4e16\u7d00\u6700\u6027\u611f\u7684\u5de5\u4f5c"},"content":{"rendered":"\n<p> <strong>\u4f86\u6e90\uff1a<\/strong><a href=\"https:\/\/www.largitdata.com\/blog_detail\/20190815?utm_source=TibaMe_blog\">LargitData \u5927\u6578\u8edf\u9ad4\u6709\u9650\u516c\u53f8<\/a> <strong>  \u7de8\u8f2f<\/strong>\uff1aTibaMe\u884c\u92b7\u5718\u968a(\u7d93 <a href=\"https:\/\/www.largitdata.com\/blog_detail\/20190815?utm_source=TibaMe_blog\">\u5927\u6578\u8edf\u9ad4\u6709\u9650\u516c\u53f8<\/a> \u4e18\u4f51\u5049\u8001\u5e2b\u6388\u6b0a\u5f8c\u8f49\u8f09)<\/p>\n\n\n\n<p>\u4f60\u77e5\u9053\u73fe\u5728\u6700\u6027\u611f\u3001\u6700\u6436\u624b\u3001\u6700\u8cfa\u9322\u7684\u8077\u696d\u662f\u4ec0\u9ebc\u55ce\uff1f\u662f\u8cc7\u6599\u79d1\u5b78\u5bb6(Data Scientist)\uff0c\u53c8\u53ef\u8b6f\u70ba\u6578\u64da\u79d1\u5b78\u5bb6\u3002\u5728\u54c8\u4f5b\u5546\u696d\u8a55\u8ad6\u4ee5<a href=\"https:\/\/hbr.org\/2012\/10\/data-scientist-the-sexiest-job-of-the-21st-century?utm_source=TibaMe_blog\">\u300c21\u4e16\u7d00\u6700\u6027\u611f\u7684\u8077\u696d\u300d<\/a>\u4ecb\u7d39\u8cc7\u6599\u79d1\u5b78\u5bb6\u4e4b\u5f8c\uff0c\u8a31\u591a\u4eba\u767c\u73fe\u9019\u500b\u8077\u696d\u4e0d\u50c5\u6027\u611f\uff0c\u9084\u5f88\u6436\u624b\u4e14\u9ad8\u85aa\u3002\u82f1\u570b\u5de5\u4f5c\u641c\u5c0b\u5e73\u81faJoblift\u767c\u73fe<a href=\"https:\/\/joblift.co.uk\/Press\/data-scientists-post-graduate-qualifications-requested-in-45-of-job-advertisements-and-over-50-of-positions-advertised-salaries-over-50000?utm_source=TibaMe_blog\">\u4e00\u534a\u4ee5\u4e0a\u7684\u8cc7\u6599\u79d1\u5b78\u5bb6\u5e74\u85aa\u5c07\u8fd1200\u842c\u65b0\u53f0\u5e63<\/a>\uff0c\u7f8e\u570b\u7684\u8cc7\u6599\u79d1\u5b78\u4eba\u624d<a href=\"https:\/\/www.businesswire.com\/news\/home\/20120807006397\/en\/SiSense-Global-Survey-Big-Data-Pros-High#.VUMyeK1Viko?utm_source=TibaMe_blog\">\u8d77\u85aa\u5247\u5f9e165\u842c\u53f0\u5e63\u8d77\u8df3<\/a>\uff0c\u9ad8\u9054400\u842c\u4ee5\u4e0a\u4e5f\u6642\u6709\u8033\u805e\u3002\u6240\u4ee5\uff0c\u5230\u5e95\u4ec0\u9ebc\u662f\u8cc7\u6599\u79d1\u5b78\u5bb6\uff1f<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" 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class=\"ez-toc-section\" id=\"%E4%BB%80%E9%BA%BC%E6%98%AF%E8%B3%87%E6%96%99%E7%A7%91%E5%AD%B8%E5%AE%B6%EF%BC%9F\"><\/span><strong>\u4ec0\u9ebc\u662f\u8cc7\u6599\u79d1\u5b78\u5bb6\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u8cc7\u6599\u79d1\u5b78\u5bb6\u5c31\u662f\u4ee5\u300c\u8cc7\u6599\u300d\u70ba\u4e3b\u8981\u7814\u7a76\u9818\u57df\u7684\u300c\u79d1\u5b78\u5bb6\u300d\uff0c\u5c31\u50cf\u5316\u5b78\u5bb6\u8a66\u8457\u627e\u51fa\u5404\u7a2e\u672a\u77e5\u7269\u8cea\u7684\u7279\u6027\u3001\u7269\u7406\u5b78\u5bb6\u60f3\u5256\u6790\u91cf\u5b50\u4e16\u754c\u7684\u8b0e\u5718\uff0c\u8cc7\u6599\u79d1\u5b78\u5bb6\u6703\u5c07\u770b\u4f3c\u96dc\u4e82\u7121\u7ae0\u7684\u6578\u64da\uff0c\u6574\u7406\u5f8c\u627e\u51fa\u5b83\u5011\u7684\u898f\u5f8b\uff0c\u4e26\u88fd\u4f5c\u4e00\u500b\u53ef\u7528\u4f86\u9810\u6e2c\u8207\u89e3\u91cb\u9019\u4e9b\u6578\u64da\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u9019\u807d\u8d77\u4f86\u9084\u662f\u5f88\u6a21\u7cca\uff0c\u8cc7\u6599\u79d1\u5b78\u754c\u4e2d\u6709\u4e00\u5f35\u8457\u540d\u7684\u5716\u53ef\u4ee5\u5f88\u597d\u7684\u89e3\u91cb\u8cc7\u6599\u79d1\u5b78\u5bb6\u662f\u4ec0\u9ebc\uff0c\u4ee5\u53ca\u4ed6\u5011\u9700\u8981\u7684\u80fd\u529b\uff1a<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/lh4.googleusercontent.com\/NWFgNQ4eDSTV6ZBuN0LdWNEdESpCOpKJQgZ-7EFuGAjbBmPqP2-_1vq5lSeQ_lmWcr9tgbiJ2Zf9W82EuPzoukYmsTzNQb-BnAs2L7rf9XyNqHDzKJ1R6zKiXLp1V-pT4j_MXebL\" alt=\"\u8cc7\u6599\u79d1\u5b78\u5bb6\" width=\"342\" height=\"329\"\/><\/figure><\/div>\n\n\n\n<p>\uff08\u53c3\u8003\u8cc7\u6599\uff1a<a href=\"https:\/\/joblift.co.uk\/Press\/data-scientists-post-graduate-qualifications-requested-in-45-of-job-advertisements-and-over-50-of-positions-advertised-salaries-over-50000?utm_source=TibaMe_blog\">The Data Science Venn DiagramI<\/a>\uff09<\/p>\n\n\n\n<p>\u7d9c\u5408\u4f86\u8aaa\uff0c\u8cc7\u6599\u79d1\u5b78\u5bb6\u5c31\u662f\u904b\u7528\u6578\u5b78\u7d71\u8a08\u8207\u7a0b\u5f0f\u8a9e\u8a00\u4f86\u89e3\u6c7a\u5404\u7a2e\u554f\u984c\u3002\u9019\u5f35\u5716\u4e5f\u53ef\u4ee5\u89e3\u91cb\u70ba\u4ec0\u9ebc\u8cc7\u6599\u79d1\u5b78\u5bb6\u85aa\u8cc7\u666e\u904d\u504f\u9ad8\uff0c\u4e14\u4eba\u624d\u7f3a\u53e3\u65e5\u76ca\u589e\u52a0\u3002\u73fe\u5728\u5e02\u5834\u4e0d\u7f3a\u4e4f\u6578\u5b78\u4eba\u624d\u8207\u7a0b\u5f0f\u4eba\u624d\uff0c\u4f46\u540c\u6642\u5c08\u7cbe\u65bc\u9019\u5169\u500b\u9818\u57df\u7684\u4eba\u4e0d\u591a\uff0c\u80fd\u5920\u5c07\u7d71\u8a08\u8207\u7a0b\u5f0f\u6d3b\u7528\u5728\u5be6\u969b\u5c64\u9762\u4e26\u89e3\u6c7a\u5546\u696d\u554f\u984c\u7684\u4eba\u5c31\u66f4\u5c11\u4e86\uff0c\u56e0\u6b64\u9ede\u958b\u8077\u7f3a\u7db2\u7ad9\uff0c\u96a8\u6642\u90fd\u53ef\u4ee5\u627e\u5230<a href=\"https:\/\/www.104.com.tw\/jobs\/search\/?ro=0&amp;kwop=7&amp;keyword=%E8%B3%87%E6%96%99%E7%A7%91%E5%AD%B8%E5%AE%B6&amp;order=12&amp;asc=0&amp;mode=s&amp;page=1\">\u8cc7\u6599\u79d1\u5b78\u5bb6\u7684\u76f8\u95dc\u8077\u7f3a<\/a>\u3002<br \/> \u90a3\u9ebc\uff0c\u5230\u5e95\u9019\u4efd\u6027\u611f\u9ad8\u85aa\u53c8\u6436\u624b\u7684\u5de5\u4f5c\u5167\u5bb9\u662f\u4ec0\u9ebc\uff1f\u60f3\u6210\u70ba\u8cc7\u6599\u79d1\u5b78\u5bb6\u5fc5\u9808\u5177\u5099\u54ea\u4e9b\u5de5\u4f5c\u80fd\u529b\uff1f <\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%B3%87%E6%96%99%E7%A7%91%E5%AD%B8%E5%AE%B6%E9%9C%80%E8%A6%81%E5%93%AA%E4%BA%9B%E8%83%BD%E5%8A%9B%EF%BC%9F\"><\/span><strong>\u8cc7\u6599\u79d1\u5b78\u5bb6\u9700\u8981\u54ea\u4e9b\u80fd\u529b\uff1f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5206\u6790\u5927\u6578\u64da\u7684\u5c08\u696d\u529b<\/strong><\/h3>\n\n\n\n<p>\u65e2\u7136\u662f\u300c\u8cc7\u6599\u300d\u79d1\u5b78\u5bb6\uff0c\u5c31\u4e00\u5b9a\u8981\u6703\u6574\u7406\u8207\u5206\u6790\u8cc7\u6599\u3002\u6240\u4ee5\u5e38\u898b\u7684\u8cc7\u6599\u5eab\u8a9e\u8a00SQL\u3001\u7d71\u8a08\u8edf\u9ad4R\u8a9e\u8a00\u6216Python \u8a9e\u8a00\u90fd\u662f\u57fa\u790e\u80fd\u529b\uff0c\u6578\u5b78\u7d71\u8a08\u65b9\u9762\u7684\u77e5\u8b58\u4e0d\u53ef\u5c11\uff0c\u77e5\u9053\u5982\u4f55\u5c07\u5206\u6790\u7d50\u679c\u8996\u89ba\u5316\u4e5f\u5f88\u91cd\u8981\u3002\u6b64\u5916\uff0c\u6578\u64da\u751f\u7522\u7684\u901f\u5ea6\u6108\u4f86\u6108\u5feb\uff0c\u53ef\u904b\u7528\u7684\u6578\u64da\u91cf\u4e5f\u9010\u6f38\u589e\u52a0\uff0c\u56e0\u6b64\u638c\u63e1\u7ba1\u7406\u5927\u6578\u64da\u6240\u9700\u7684\u5de5\u5177\uff0c\u6bd4\u5982Spark\u3001Hadoop\uff0c\u662f\u5e38\u898b\u7684\u9078\u64c7\u3002<\/p>\n\n\n\n<p>\u77e5\u9053\u5982\u4f55\u5206\u6790\u6578\u64da\u9084\u4e0d\u5920\uff0c\u8cc7\u6599\u79d1\u5b78\u5bb6\u7684\u5de5\u4f5c\u5167\u5bb9\u662f\u628a\u7522\u696d\u9047\u5230\u7684\u554f\u984c\u8f49\u63db\u6210\u6578\u5b78\u554f\u984c\uff0c\u6240\u4ee5\u9084\u9700\u8981\u77e5\u9053\u5982\u4f55\u8a2d\u8a08\u6578\u5b78\u6f14\u7b97\u6cd5\u3001\u5be6\u4f5c\u6f14\u7b97\u6cd5\u3001\u5efa\u7acb\u6a21\u578b\uff0c\u8207\u4e4b\u76f8\u95dc\u7684\u6578\u64da\u6e05\u7406(data cleaning)\u3001\u8cc7\u6599\u63a2\u52d8(data mining)\u3001\u6a5f\u5668\u5b78\u7fd2(machine learning)\u3001\u96f2\u7aef\u904b\u7b97(cloud computing)\u7b49\u4e5f\u90fd\u662f\u5e38\u898b\u7684\u5de5\u4f5c\u5167\u5bb9\u3002<\/p>\n\n\n\n<p>\u5c0d\u8cc7\u6599\u79d1\u5b78\u5bb6\u4f86\u8aaa\u53ea\u6703\u5beb\u7a0b\u5f0f\u662f\u4e0d\u5920\u7684\uff0c\u91cd\u9ede\u5728\u65bc\u5f9e\u5927\u91cf\u6578\u64da\u4e2d\u63d0\u7149\u51fa\u6700\u6709\u5546\u696d\u50f9\u503c\u7684\u90a3\u4e00\u90e8\u5206\uff0c\u6703\u54ea\u7a2e\u7a0b\u5f0f\u8a9e\u8a00\u4e0d\u662f\u91cd\u9ede\uff0c\u638c\u63e1\u5206\u6790\u6578\u64da\u7684\u80fd\u529b\u624d\u662f\u738b\u9053\u3002<\/p>\n\n\n\n<p>\u5ef6\u4f38\u95b1\u8b80\uff1a<a href=\"https:\/\/www.largitdata.com\/blog_detail\/20190403?utm_source=TibaMe_blog\">\u6316\u6398\u5927\u6578\u64da\u7684\u6f5b\u529b\uff0c\u9019\u4e9b\u7a0b\u5f0f\u8a9e\u8a00\u4f60\u5fc5\u9808\u4e86\u89e3<\/a><br \/><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u627e\u5230\u554f\u984c\u7684\u5275\u610f\u529b<\/strong><\/h3>\n\n\n\n<p>\u8cc7\u6599\u79d1\u5b78\u5bb6\u548c\u8cc7\u6599\u5206\u6790\u5e2b(Data Analyst)\u3001\u8cc7\u6599\u5de5\u7a0b\u5e2b(Data Engineer)\u3001\u8cc7\u6599\u67b6\u69cb\u5e2b(Data Architect)\u6700\u5927\u7684\u5dee\u7570\u5c31\u5728\u6b64\uff0c\u8cc7\u6599\u79d1\u5b78\u5bb6\u77e5\u9053\u5982\u4f55\u7528\u6578\u64da\u7149\u91d1\u3002<\/p>\n\n\n\n<p>\u7576\u751f\u6210\u6578\u64da\u8207\u5132\u5b58\u6578\u64da\u7684\u6210\u672c\u6108\u4f86\u6108\u4f4e\uff0c\u4f01\u696d\u6700\u5e38\u9047\u5230\u7684\u554f\u984c\u4e0d\u662f\u4e0d\u77e5\u9053\u5982\u4f55\u89e3\u6c7a\u554f\u984c\uff0c\u800c\u662f\u4e0d\u77e5\u9053\u600e\u9ebc\u554f\u300c\u5c0d\u7684\u554f\u984c\u300d\u3002<\/p>\n\n\n\n<p>\u6bd4\u5982<a href=\"https:\/\/www.businessweekly.com.tw\/article.aspx?id=5570&amp;type=Blog&amp;p=0\">\u53f0\u7063\u65b0\u5275\u516c\u53f8Gogolook<\/a>\u958b\u767c\u7684\u7522\u54c1\u300cwhoscall\u300d\uff0c\u5206\u6790\u96fb\u4fe1\u516c\u53f8\u7684\u901a\u8a71\u7d00\u9304\u5224\u65b7\u54ea\u4e9b\u865f\u78bc\u5c6c\u65bc\u60e1\u610f\u96fb\u8a71\uff0c\u5e6b\u52a9\u4f7f\u7528\u8005\u5728\u63a5\u8d77\u96fb\u8a71\u524d\u5c31\u77e5\u9053\u9019\u7d44\u964c\u751f\u7684\u865f\u78bc\u662f\u4e0d\u662f\u8a50\u9a19\u96fb\u8a71\u3002\u81f3\u4ecawhoscall\u5df2\u7a81\u78341000\u842c\u6b21\u4e0b\u8f09\uff0cGogolook\u4e5f\u5f97\u5230\u5357\u97d3\u6700\u5927\u7684\u7db2\u8def\u670d\u52d9\u516c\u53f8NAVER Corporation\u7684\u9752\u775e\uff0c\u900f\u904e\u65d7\u4e0b\u5b50\u516c\u53f8Camp 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class=\"wp-block-image\"><a href=\"https:\/\/www.tibame.com\/course\/756?utm_source=tibame_blog&amp;utm_medium=fermi_estimate\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2020\/04\/\u5982\u4f55\u6210\u70ba\u8cc7\u6599\u79d1\u5b78\u5bb6\uff1f\u5feb\u4f86\u8a8d\u8b5821\u4e16\u7d00\u6700\u6027\u611f\u7684\u5de5\u4f5cBLOG\u4e0b\u65b9.png\" width=\"100%\" \u3000alt=\"\u8cbb\u7c73\u63a8\u8ad6\uff3f\u9ede\u64ca\u5b78\u7fd2\u66f4\u591a\u908f\u8f2f\u63a8\u8ad6\u65b9\u6cd5\" class=\"wp-image-15029\"\/><figcaption><div style=\"text-align:center\" ;line-height:100px=\"\">\u7acb\u5373\u9ede\u64ca\u5b78\u7fd2\u66f4\u591a\u95dc\u65bc\u6df1\u5ea6\u5b78\u7fd2,\u8cfc\u8ab2\u8f38\u5165&#8221;21BRO95&#8243;\u4eabTibaMe 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