{"id":20491,"date":"2025-08-07T10:00:09","date_gmt":"2025-08-07T02:00:09","guid":{"rendered":"https:\/\/www.bschool.cuhk.edu.hk\/chi\/?p=20491"},"modified":"2026-09-17T19:45:58","modified_gmt":"2026-09-17T11:45:58","slug":"the-irresistible-rise-of-financial-data-scientists","status":"publish","type":"post","link":"https:\/\/www.bschool.cuhk.edu.hk\/chi\/the-irresistible-rise-of-financial-data-scientists\/","title":{"rendered":"\u91d1\u878d\u6578\u64da\u79d1\u5b78\u5bb6\u7684\u5d1b\u8d77\u52e2\u4e0d\u53ef\u64cb"},"content":{"rendered":"<p>\u82f1\u570b\u6578\u5b78\u5bb6<a href=\"https:\/\/www.theatlantic.com\/sponsored\/etrade-social-stocks\/the-digital-gold-rush\/336\/\">Clive Humby<\/a>\u65e9\u65bc2006\u5e74\u4fbf\u63d0\u51fa\u300c\u6578\u64da\u662f\u65b0\u7684\u77f3\u6cb9\u300d\u3002\u6b64\u8a00\u4e00\u51fa\uff0c\u5404\u754c\u7d1b\u7d1b\u722d\u596a\u6578\u64da\u8cc7\u6e90\uff0c\u5176\u4e2d\u4ee5\u91d1\u878d\u6a5f\u69cb\u6700\u7a4d\u6975\u5c07\u6578\u64da\u8f49\u5316\u70ba\u5229\u6f64\u3002\u6b63\u5982\u539f\u6cb9\u9700\u7d93\u6b77\u958b\u63a1\u8207\u7cbe\u7149\uff0c\u539f\u59cb\u6578\u64da\u4e5f\u9700\u8981\u63d0\u53d6\u548c\u52a0\u5de5\uff0c\u65bc\u662f\uff0c\u88ab\u7a31\u70ba\u300c\u65b0\u7149\u91d1\u8853\u58eb\u300d\u7684\u6578\u64da\u79d1\u5b78\u5bb6\u7531\u6b64\u6210\u70ba\u4e00\u500b\u65b0\u8208\u884c\u696d\u3002<\/p>\n<p>\u6578\u64da\u79d1\u5b78\u5bb6\u904b\u7528\u7d71\u8a08\u5b78\u3001\u8a08\u7b97\u6a5f\u79d1\u5b78\u53ca\u9818\u57df\u77e5\u8b58\u7684\u6280\u80fd\u7d44\u5408\uff0c\u5f9e\u6d77\u91cf\u6578\u64da\u4e2d\u63d0\u7149\u6709\u610f\u7fa9\u7684\u6d1e\u898b\u3002\u9019\u5c08\u696d\u5feb\u901f\u589e\u9577\uff0c\u5df2\u8d85\u8d8a\u4eba\u624d\u4f9b\u61c9\u7684\u901f\u5ea6\u3002\u91d1\u878d\u6a5f\u69cb\u4e0d\u4f46\u8981\u5728\u540c\u696d\u9593\u7af6\u722d\uff0c\u66f4\u9700\u8207\u79d1\u6280\u516c\u53f8\u89d2\u9010\uff0c\u4ee5\u5438\u7d0d\u9802\u7d1a\u7684\u6578\u64da\u5c08\u5bb6\u3002<\/p>\n<p>\u300c\u904e\u53bb\u4e8c\u5341\u5e74\uff0c\u91d1\u878d\u6a5f\u69cb\u5927\u5e45\u63d0\u5347\u62db\u8058\u6578\u64da\u79d1\u5b78\u5bb6\u7684\u529b\u5ea6\u3002\u300d\u9999\u6e2f\u4e2d\u6587\u5927\u5b78\uff08\u4e2d\u5927\uff09\u5546\u5b78\u9662\u91d1\u878d\u5b78\u7cfb\u52a9\u7406\u6559\u6388<a href=\"https:\/\/www.bschool.cuhk.edu.hk\/staff\/jo-chanik\/\">\u8d99\u8d0a\u7ffc<\/a>\u8868\u793a\u3002\u300c\u6a5f\u69cb\u6295\u8cc7\u8005\u6703\u6309\u6230\u7565\u8abf\u6574\u6295\u8cc7\u7d44\u5408\u914d\u7f6e\u53ca\u62db\u8058\u6c7a\u7b56\uff0c\u52d9\u4f7f\u6578\u64da\u79d1\u5b78\u5bb6\u5275\u9020\u6700\u5927\u7684\u6548\u76ca\u3002\u300d<\/p>\n<figure id=\"attachment_20495\" aria-describedby=\"caption-attachment-20495\" style=\"width: 600px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-20495 size-full\" src=\"https:\/\/www.bschool.cuhk.edu.hk\/chi\/wp-content\/uploads\/iStock-2193247029.jpg\" alt=\"\" width=\"600\" height=\"400\" \/><figcaption id=\"caption-attachment-20495\" class=\"wp-caption-text\">\u6578\u64da\u79d1\u5b78\u5bb6\u904b\u7528\u7d71\u8a08\u5b78\u3001\u8a08\u7b97\u6a5f\u79d1\u5b78\u53ca\u9818\u57df\u77e5\u8b58\u7684\u6280\u80fd\u7d44\u5408\uff0c\u5f9e\u6d77\u91cf\u6578\u64da\u4e2d\u63d0\u7149\u6709\u610f\u7fa9\u7684\u6d1e\u898b\u3002<\/figcaption><\/figure>\n<p>\u8d99\u6559\u6388\u8207\u540c\u7cfb\u7684\u526f\u6559\u6388<a href=\"https:\/\/www.bschool.cuhk.edu.hk\/staff\/cen-ling\/\">\u5c91\u5cad<\/a>\u5728\u5206\u6790\u83ef\u723e\u8857\u6578\u64da\u79d1\u5b78\u5bb6\u4eba\u529b\u8cc7\u6e90\u6642\uff0c\u767c\u73fe\u4e86\u986f\u8457\u7684\u589e\u9577\u8da8\u52e2\uff0c\u5f9e2008\u5e74\u768411,799\u4eba\uff0c\u7d93\u6b77\u6b21\u8cb8\u5371\u6a5f\u5f8c\u8f15\u5fae\u4e0b\u8dcc\uff0c\u5176\u5f8c\u53cd\u5f48\u6025\u589e\u56db\u500d\uff0c\u81f32021\u5e74\u9054\u523057,050\u4eba\u3002\u6469\u6839\u58eb\u4e39\u5229\u3001\u745e\u4fe1\u53ca\u9ad8\u76db\u662f\u62db\u8058\u6700\u591a\u6578\u64da\u79d1\u5b78\u5bb6\u7684\u4e09\u5927\u516c\u53f8\u3002\u4e0d\u540c\u516c\u53f8\u62db\u8058\u4eba\u624d\u7684\u6578\u91cf\u6216\u591a\u6216\u5c11\uff0c\u4ea6\u5c0e\u81f4\u6578\u64da\u79d1\u5b78\u5bb6\u7684\u96c6\u4e2d\u7a0b\u5ea6\u4e0d\u540c\u3002<\/p>\n<p>\u60df\u7814\u7a76\u767c\u73fe\uff0c\u5982\u679c\u90e8\u5206\u6295\u8cc7\u8005\u900f\u904e\u589e\u8058\u6578\u64da\u79d1\u5b78\u5bb6\uff0c\u5c0d\u7279\u5b9a\u80a1\u7968\u638c\u63e1\u66f4\u5145\u5206\u7684\u6578\u64da\u8207\u5206\u6790\uff0c\u4fbf\u53ef\u767c\u6398\u5176\u4ed6\u5e02\u5834\u53c3\u8207\u8005\u672a\u77e5\u7684\u984d\u5916\u8cc7\u8a0a\u3002\u7368\u5bb6\u8cc7\u8a0a\u5c07\u4f7f\u8a72\u7b49\u6295\u8cc7\u8005\u964d\u4f4e\u4ea4\u6613\u983b\u7387\u8207\u9032\u53d6\u6027\uff0c\u5f9e\u800c\u62d6\u6162\u6709\u7528\u8cc7\u8a0a\u53cd\u6620\u5728\u80a1\u50f9\u7684\u901f\u5ea6\u3002<\/p>\n<p>\u8d99\u6559\u6388\u9032\u4e00\u6b65\u95e1\u91cb\uff1a\u300c\u6578\u64da\u79d1\u5b78\u5bb6\u4e4b\u9593\u7684\u7af6\u722d\u52a0\u901f\u4e86\u79c1\u6709\u8cc7\u8a0a\u7684\u751f\u6210\u8207\u6d41\u901a\uff0c\u4f46\u5982\u679c\u91dd\u5c0d\u67d0\u80a1\u7968\u7684\u6578\u64da\u79d1\u5b78\u5bb6\u96c6\u4e2d\u5ea6\u904e\u9ad8\uff0c\u53cd\u800c\u6703\u524a\u5f31\u5176\u5728\u8cc7\u672c\u5e02\u5834\u7684\u50f9\u683c\u8cc7\u8a0a\u542b\u91cf\u3002\u300d<\/p>\n<h3>\u6578\u64da\u79d1\u5b78\u5bb6\u662f\u5426\u7576\u4ee3\u9081\u9054\u65af\uff1f<\/h3>\n<p>\u5728\u984c\u70ba<a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=5055695\"><em>\u300a<\/em><em>\u83ef\u723e\u8857\u7684\u6578\u64da\u79d1\u5b78\u5bb6<\/em><em>\u300b<\/em><\/a>\u7684\u8ad6\u6587\u4e2d\uff0c\u8d99\u6559\u6388\u3001\u5c91\u6559\u6388\u3001\u591a\u502b\u591a\u5927\u5b78\u97d3\u51b0\u6559\u6388\u53ca\u53f2\u8482\u6587\u65af\u7406\u5de5\u5b78\u9662\u97d3\u5f65\u5982\u6559\u6388\u7b49\u4eba\u901a\u904eRevelio Lab\uff08\u5176\u6578\u64da\u6e90\u6db5\u84cb\u9818\u82f1\u3001Indeed\u7b49\u62db\u8058\u7db2\u7ad9\uff09\u6536\u96c6\u4e86\u8a73\u76e1\u7684\u5c65\u6b77\u6578\u64da\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u54e1\u5c07\u6578\u64da\u96c6\u8207\u8def\u5b5a\u7279(Refinitiv)\u53ca\u6e6f\u68ee\u8def\u900f\u5168\u7403\u6301\u80a1\u8cc7\u8a0a(Thomson Reuters Global Ownership)\u6578\u64da\u5408\u4f75\uff0c\u4e26\u901a\u904e\u7f8e\u570bONET\u8077\u696d\u5206\u985e\u7de8\u78bc\u7cfb\u7d71\u9032\u4e00\u6b65\u8b58\u5225\u6578\u64da\u79d1\u5b78\u5bb6\u8077\u4f4d\uff0c\u6700\u7d42\u9396\u5b9a2008\u5e74\u81f32021\u5e74\u9593\uff0c3,126\u5bb6\u6a5f\u69cb\u6295\u8cc7\u8005\u8058\u7528\u7684326,627\u540d\u7368\u7acb\u6578\u64da\u79d1\u5b78\u5bb6\u7684\u8cc7\u8a0a\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-20501\" src=\"https:\/\/www.bschool.cuhk.edu.hk\/chi\/wp-content\/uploads\/CBK-Data-Scientist-on-Wall-Street_TC.png\" alt=\"\" width=\"986\" height=\"1216\" srcset=\"https:\/\/www.bschool.cuhk.edu.hk\/chi\/wp-content\/uploads\/CBK-Data-Scientist-on-Wall-Street_TC.png 986w, https:\/\/www.bschool.cuhk.edu.hk\/chi\/wp-content\/uploads\/CBK-Data-Scientist-on-Wall-Street_TC-487x600.png 487w, https:\/\/www.bschool.cuhk.edu.hk\/chi\/wp-content\/uploads\/CBK-Data-Scientist-on-Wall-Street_TC-973x1200.png 973w, https:\/\/www.bschool.cuhk.edu.hk\/chi\/wp-content\/uploads\/CBK-Data-Scientist-on-Wall-Street_TC-768x947.png 768w\" sizes=\"auto, (max-width: 986px) 100vw, 986px\" 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