{"id":1225,"date":"2024-03-22T00:00:22","date_gmt":"2024-03-21T16:00:22","guid":{"rendered":"https:\/\/cleardatascience.com\/?p=1225"},"modified":"2024-03-22T11:58:29","modified_gmt":"2024-03-22T03:58:29","slug":"coping-with-labour-shortage-in-the-data-science-industry","status":"publish","type":"post","link":"https:\/\/cleardatascience.com\/zh-hant\/coping-with-labour-shortage-in-the-data-science-industry\/","title":{"rendered":"\u61c9\u5c0d\u6578\u64da\u79d1\u5b78\u884c\u696d\u7684\u5de5\u4f5c\u529b\u77ed\u7f3a"},"content":{"rendered":"<h2>\u4ecb\u7d39<span> :<\/span><\/h2>\n<p>\u5de5\u4f5c\u529b\u77ed\u7f3a\u662f\u4e16\u754c\u5404\u5730\u7684\u666e\u904d\u554f\u984c\u3002\u6709\u4e00\u4e9b\u7dda\u7d22\u53ef\u4ee5\u5728\u4e0d\u589e\u52a0\u52de\u52d5\u529b\u6295\u8cc7\u7684\u60c5\u6cc1\u4e0b\u63d0\u9ad8\u751f\u7522\u7387\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><span><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/03\/searching-talent-clipart-300x300.png\" alt=\"\" width=\"300\" height=\"300\" class=\"aligncenter size-medium wp-image-1231\" srcset=\"https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/03\/searching-talent-clipart-300x300.png 300w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/03\/searching-talent-clipart-150x150.png 150w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/03\/searching-talent-clipart-768x768.png 768w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/03\/searching-talent-clipart-65x65.png 65w, https:\/\/cleardatascience.com\/wp-content\/uploads\/2024\/03\/searching-talent-clipart.png 800w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>\u64f4\u5927\u60a8\u7684\u4eba\u624d\u5eab\uff1a<\/strong><\/h2>\n<p><span>\u00a0<\/span>1. \u8d85\u8d8a\u50b3\u7d71\u62db\u8058\u6e20\u9053\uff1a<\/p>\n<p>\u8003\u616e\u5176\u4ed6\u4eba\u624d\u62db\u8058\u7ba1\u9053\uff0c\u4f8b\u5982\u53c3\u52a0\u884c\u696d\u6703\u8b70\u3001\u793e\u4ea4\u6d3b\u52d5\u548c\u5c08\u9580\u7684\u6578\u64da\u79d1\u5b78\u62db\u8058\u6703\u3002\u9019\u4e9b\u5e73\u81fa\u63d0\u4f9b\u4e86\u8207\u53ef\u80fd\u6c92\u6709\u7a4d\u6975\u5c0b\u627e\u8077\u4f4d\u7a7a\u7f3a\u7684\u5c08\u696d\u4eba\u58eb\u806f\u7e6b\u7684\u6a5f\u6703\u3002<\/p>\n<p><span>2. <\/span>\u5229\u7528\u5728\u7dda\u5e73\u81fa\uff1a<\/p>\n<p>\u5229\u7528<span>LinkedIn<\/span>\u3001<span>GitHub<\/span>\u548c<span> Kaggle <\/span>\u7b49\u5728\u7dda\u5e73\u81fa\u4f86\u8b58\u5225\u6f5b\u5728\u5019\u9078\u4eba\u4e26\u8207\u4e4b\u4e92\u52d5\u3002\u52a0\u5165\u76f8\u95dc\u7684\u6578\u64da\u79d1\u5b78\u793e\u5340\u4e26\u53c3\u8207\u8a0e\u8ad6\u4ee5\u5438\u5f15\u4eba\u624d\u3002<\/p>\n<p><span>3. <\/span>\u5229\u7528\u6559\u80b2\u6a5f\u69cb\uff1a<\/p>\n<p>\u8207\u5927\u5b78\u3001\u5b78\u9662\u548c\u5c08\u9580\u7684\u6578\u64da\u79d1\u5b78\u5c08\u6848\u5efa\u7acb\u5408\u4f5c\u5925\u4f34\u95dc\u4fc2\u3002\u63d0\u4f9b\u5be6\u7fd2\u3001\u5408\u4f5c\u8a08\u5283\u6216\u8d0a\u52a9\u7814\u7a76\u5c08\u6848\uff0c\u4ee5\u8207\u5b78\u751f\u5efa\u7acb\u95dc\u4fc2\u4e26\u63a5\u89f8\u65b0\u8208\u4eba\u624d\u3002<\/p>\n<p><span>\u00a0<\/span><\/p>\n<h2><span>\u00a0<\/span><strong>\u6295\u8cc7\u65bc\u5c08\u696d\u767c\u5c55 <span>:<\/span><\/strong><\/h2>\n<p><span>\u00a04. <\/span>\u57f9\u990a\u5b78\u7fd2\u6587\u5316\uff1a<\/p>\n<p>\u9f13\u52f5\u7d44\u7e54\u5167\u7684\u6301\u7e8c\u5b78\u7fd2\u548c\u5c08\u696d\u767c\u5c55\u3002\u70ba\u54e1\u5de5\u63d0\u4f9b\u53c3\u52a0\u6703\u8b70\u3001\u7814\u8a0e\u6703\u548c\u57f9\u8a13\u8a08\u5283\u7684\u6a5f\u6703\uff0c\u4ee5\u63d0\u9ad8\u4ed6\u5011\u7684\u6280\u80fd\u4e26\u96a8\u6642\u4e86\u89e3\u6578\u64da\u79d1\u5b78\u7684\u6700\u65b0\u9032\u5c55\u3002<\/p>\n<p>5. \u652f\u6301\u8a8d\u8b49\u548c\u7e7c\u7e8c\u6559\u80b2\uff1a<\/p>\n<p>\u9f13\u52f5\u60a8\u7684\u5718\u968a\u6210\u54e1\u653b\u8b80\u6578\u64da\u79d1\u5b78\u65b9\u9762\u7684\u76f8\u95dc\u8a8d\u8b49\u548c\u9ad8\u7d1a\u5b78\u4f4d\u3002\u5728\u7d93\u6fdf\u4e0a\u652f\u6301\u4ed6\u5011\u7684\u6559\u80b2\u5de5\u4f5c\uff0c\u4e26\u8003\u616e\u63d0\u4f9b\u9748\u6d3b\u7684\u6642\u7a0b\u8868\u4f86\u9069\u61c9\u4ed6\u5011\u7684\u5b78\u7fd2\u3002<\/p>\n<p><span>\u00a0<\/span><\/p>\n<h2><strong>\u6253\u9020\u5f37\u5927\u7684\u50f1\u4e3b\u54c1\u724c\uff1a<\/strong><\/h2>\n<p><span>6. <\/span>\u7a81\u51fa\u8cb4\u516c\u53f8\u7684\u7368\u7279\u50f9\u503c\u4e3b\u5f35\uff1a<\/p>\n<p>\u6e05\u695a\u5730\u95e1\u660e\u60a8\u7684\u7d44\u7e54\u8207\u696d\u5167\u5176\u4ed6\u7d44\u7e54\u7684\u4e0d\u540c\u4e4b\u8655\u3002\u5c55\u793a\u60a8\u7684\u516c\u53f8\u6587\u5316\u3001\u50f9\u503c\u89c0\u3001\u6709\u8da3\u7684\u5c08\u6848\u4ee5\u53ca\u6210\u9577\u548c\u8077\u696d\u767c\u5c55\u7684\u6a5f\u6703\u3002\u5f37\u8abf\u5718\u968a\u6240\u505a\u5de5\u4f5c\u7684\u5f71\u97ff\u548c\u91cd\u8981\u6027\u3002<\/p>\n<p><span>7. <\/span>\u5229\u7528\u63a8\u85a6\u548c\u6848\u4f8b\u7814\u7a76\uff1a<\/p>\n<p>\u6536\u96c6\u6eff\u610f\u5ba2\u6236\u7684\u63a8\u85a6\uff0c\u4e26\u5c55\u793a\u60a8\u7684\u5718\u968a\u4ea4\u4ed8\u7684\u6210\u529f\u5c08\u6848\u3002\u7a81\u51fa\u7a4d\u6975\u7684\u7d93\u9a57\u548c\u6210\u679c\uff0c\u4ee5\u5438\u5f15\u6f5b\u5728\u7684\u5019\u9078\u4eba\u3002<\/p>\n<p><span>8. <\/span>\u63d0\u4f9b\u6709\u7af6\u722d\u529b\u7684\u85aa\u916c\u548c\u798f\u5229\uff1a<\/p>\n<p>\u78ba\u4fdd\u60a8\u7684\u85aa\u916c\u548c\u798f\u5229\u5f85\u9047\u5728\u5e02\u5834\u4e0a\u5177\u6709\u7af6\u722d\u529b\u3002\u9032\u884c\u7814\u7a76\u4ee5\u77ad\u89e3\u884c\u696d\u6a19\u6e96\u4e26\u76f8\u61c9\u5730\u8abf\u6574\u60a8\u7684\u7522\u54c1\u3002<\/p>\n<p><span>\u00a0<\/span><\/p>\n<h2><strong>\u71df\u9020\u652f\u63f4\u6027\u7684\u5de5\u4f5c\u74b0\u5883\uff1a<\/strong><\/h2>\n<p><span>9. <\/span>\u4fc3\u9032\u5de5\u4f5c\u8207\u751f\u6d3b\u7684\u5e73\u8861\uff1a<\/p>\n<p>\u5f37\u8abf\u5de5\u4f5c\u8207\u751f\u6d3b\u5e73\u8861\u7684\u91cd\u8981\u6027\uff0c\u4e26\u5275\u9020\u4e00\u500b\u512a\u5148\u8003\u616e\u54e1\u5de5\u798f\u7949\u7684\u652f\u6301\u6027\u74b0\u5883\u3002\u63d0\u4f9b\u9748\u6d3b\u7684\u5de5\u4f5c\u5b89\u6392\uff0c\u9f13\u52f5\u4f11\u606f\uff0c\u4e26\u652f\u6301\u4fc3\u9032\u5065\u5eb7\u5de5\u4f5c\u8207\u751f\u6d3b\u5e73\u8861\u7684\u8209\u63aa\u3002<\/p>\n<p><span>10. <\/span>\u57f9\u990a\u5354\u4f5c\u6587\u5316\uff1a<\/p>\n<p>\u5728\u7d44\u7e54\u5167\u57f9\u990a\u5305\u5bb9\u548c\u5354\u4f5c\u7684\u6587\u5316\u3002\u9f13\u52f5\u77e5\u8b58\u5171\u7528\u3001\u5718\u968a\u5efa\u8a2d\u548c\u8de8\u8077\u80fd\u5354\u4f5c\uff0c\u4ee5\u5275\u9020\u4e00\u500b\u5438\u5f15\u548c\u7559\u4f4f\u9802\u5c16\u4eba\u624d\u7684\u74b0\u5883\u3002<\/p>\n<p><span>11. <\/span>\u8868\u5f70\u548c\u734e\u52f5\u5353\u8d8a\u8868\u73fe\uff1a<\/p>\n<p>\u5be6\u65bd\u8868\u5f70\u8a08\u5283\uff0c\u627f\u8a8d\u548c\u734e\u52f5\u5091\u51fa\u7684\u8868\u73fe\u548c\u8ca2\u737b\u3002\u6176\u795d\u6210\u5c31\uff0c\u70ba\u8077\u696d\u6210\u9577\u548c\u6649\u965e\u63d0\u4f9b\u6a5f\u6703\u3002<\/p>\n<p><span>\u00a0<\/span><\/p>\n<h2><strong>\u8003\u616e\u5925\u4f34\u95dc\u4fc2\u548c\u5354\u4f5c\uff1a<\/strong><\/h2>\n<p><span>12. <\/span>\u8207\u5176\u4ed6\u7d44\u7e54\u5408\u4f5c\uff1a<\/p>\n<p>\u63a2\u7d22\u8207\u5176\u4ed6\u6578\u64da\u79d1\u5b78\u8aee\u8a62\u516c\u53f8\u3001\u5b78\u8853\u6a5f\u69cb\u6216\u7814\u7a76\u7d44\u7e54\u7684\u5408\u4f5c\u5925\u4f34\u95dc\u4fc2\u3002\u9019\u7a2e\u5354\u4f5c\u65b9\u6cd5\u53ef\u4ee5\u5e6b\u52a9\u5f59\u96c6\u8cc7\u6e90\u3001\u5171\u7528\u5c08\u696d\u77e5\u8b58\u4e26\u8655\u7406\u9700\u8981\u5c08\u696d\u6280\u80fd\u7684\u5c08\u6848\u3002<\/p>\n<p><span>13. <\/span>\u5916\u5305\u67d0\u4e9b\u4efb\u52d9\uff1a<\/p>\n<p>\u8003\u616e\u5c07\u7279\u5b9a\u4efb\u52d9\u6216\u5c08\u6848\u5916\u5305\u7d66\u5c08\u9580\u5f9e\u4e8b\u9019\u4e9b\u9818\u57df\u7684\u5916\u90e8\u9867\u554f\u6216\u81ea\u7531\u8077\u696d\u8005\u3002\u9019\u53ef\u4ee5\u63d0\u4f9b\u4e00\u500b\u81e8\u6642\u89e3\u6c7a\u65b9\u6848\uff0c\u4ee5\u89e3\u6c7a\u60a8\u7e7c\u7e8c\u5c0b\u627e\u5168\u8077\u4eba\u624d\u6642\u773c\u524d\u7684\u6280\u80fd\u5dee\u8ddd\u3002<\/p>\n<p><span>\u00a0<\/span><\/p>\n<p><span>\u00a0<\/span><strong>\u7559\u4f4f\u73fe\u6709\u4eba\u624d\uff1a<\/strong><\/p>\n<p><span>14. <\/span>\u512a\u5148\u8003\u616e\u54e1\u5de5\u656c\u696d\u5ea6\u548c\u6eff\u610f\u5ea6\uff1a<\/p>\n<p>\u5b9a\u671f\u8207\u5718\u968a\u6210\u54e1\u9032\u884c\u6aa2\u67e5\uff0c\u4ee5\u4e86\u89e3\u4ed6\u5011\u7684\u9700\u6c42\u3001\u6311\u6230\u548c\u9858\u671b\u3002\u7a4d\u6975\u89e3\u6c7a\u4ed6\u5011\u7684\u64d4\u6182\uff0c\u63d0\u4f9b\u6210\u9577\u6a5f\u6703\uff0c\u4e26\u5275\u9020\u4e00\u500b\u7a4d\u6975\u7684\u5de5\u4f5c\u74b0\u5883\u4f86\u63d0\u9ad8\u4fdd\u7559\u7387\u3002<\/p>\n<p><span>15. <\/span>\u63d0\u4f9b\u8077\u696d\u767c\u5c55\u6a5f\u6703\uff1a<\/p>\n<p>\u70ba\u60a8\u7684\u54e1\u5de5\u63d0\u4f9b\u6e05\u6670\u7684\u8077\u696d\u767c\u5c55\u8def\u5f91\u3002\u63d0\u4f9b\u5728\u7d44\u7e54\u5167\u63a5\u53d7\u65b0\u6311\u6230\u3001\u9818\u5c0e\u5c08\u6848\u548c\u767c\u5c55\u5c08\u696d\u77e5\u8b58\u7684\u6a5f\u6703\u3002<\/p>\n<p><span>\u00a0<\/span><\/p>\n<h2>\u7d50\u8ad6\uff1a<\/h2>\n<p>\u901a\u904e\u5be6\u65bd\u9019\u4e9b\u7b56\u7565\uff0c\u60a8\u53ef\u4ee5\u63d0\u9ad8\u627e\u5230\u5408\u9069\u5c08\u696d\u77e5\u8b58\u7684\u6a5f\u6703\uff0c\u4e26\u89e3\u6c7a\u6578\u64da\u79d1\u5b78\u8aee\u8a62\u884c\u696d\u7684\u5de5\u4f5c\u529b\u77ed\u7f3a\u554f\u984c\u3002\u8acb\u8a18\u4f4f\uff0c\u5438\u5f15\u548c\u7559\u4f4f\u9802\u5c16\u4eba\u624d\u9700\u8981\u63a1\u53d6\u7a4d\u6975\u4e3b\u52d5\u7684\u6574\u9ad4\u65b9\u6cd5\uff0c\u540c\u6642\u8003\u616e\u62db\u8058\u548c\u54e1\u5de5\u4fdd\u7559\u7b56\u7565\u3002<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4ecb\u7d39 : \u5de5\u4f5c\u529b\u77ed\u7f3a\u662f\u4e16\u754c\u5404\u5730\u7684\u666e\u904d\u554f\u984c [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":1222,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"nf_dc_page":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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