{"id":3656,"date":"2021-08-16T09:31:59","date_gmt":"2021-08-16T09:31:59","guid":{"rendered":"https:\/\/bussiness.taiwan-career.com\/?p=3656"},"modified":"2021-09-09T06:42:52","modified_gmt":"2021-09-09T06:42:52","slug":"data-science-vision","status":"publish","type":"post","link":"https:\/\/bussiness.taiwan-career.com\/2021\/08\/16\/data-science-vision\/","title":{"rendered":"\u65e5\u672c\u6578\u64da\u79d1\u5b78\u7522\u696d\u7684\u904e\u53bb\u3001\u73fe\u5728\u8207\u672a\u4f86"},"content":{"rendered":"<p>\u57282012 \u5e74\uff0c\u88ab\u54c8\u4f5b\u5546\u696d\u8a55\u8ad6\u8b7d\u70ba\u300c\u4e8c\u5341\u4e00\u4e16\u7d00\u6700\u6027\u611f\u7684\u5de5\u4f5c\u300d[1] \u5f8c\uff0c\u5f9e\u6b64Data Scientist \uff08\u4e2d\u8b6f\uff1a\u6578\u64da\u79d1\u5b78\u5bb6\uff09\u4e00\u8a5e\u4e00\u7832\u800c\u7d05\u3002Data science\u3001AI\u3001Big data \u6210\u70ba\u6d41\u884c\u8a9e\uff0c\u5728\u67d0\u6bb5\u6642\u671f\u4e2d\uff0c\u597d\u50cf\u4e0d\u4f7f\u7528\u9019\u5e7e\u500b\u95dc\u9375\u5b57\u5c31\u8ddf\u4e0d\u4e0a\u6f6e\u6d41\u3002<!--more--><span id=\"more-32469\"><\/span><\/p>\n<p>\u7b46\u8005\u57282014\u5e74\u9032\u5165\u6578\u64da\u76f8\u95dc\u7522\u696d\u64d4\u4efb\u5206\u6790\u5e2b\uff0c2015\u5e74\u8d74\u65e5\u9032\u5165 Machine Learning Lab, \u7562\u696d\u5f8c\u4ee5 data scientist \u7684\u8eab\u4efd\u5de5\u4f5c\u81f3\u4eca\u3002\u4ee5\u4e00\u4f4d\u300c\u9084\u7b97\u642d\u5f97\u4e0a\u6d6a\u6f6e\u300d\u7684\u898b\u8b49\u8005\uff0c\u5728\u672c\u7bc7\u6587\u7ae0\u4e2d\uff0c\u5c07\u56de\u9867\u9019\u5e7e\u5e74\u4f86 Data Science \u696d\u754c\u7684\u6539\u8b8a\uff0c\u4ee5\u53ca\u4eba\u529b\u5e02\u5834\u4e0a\u7684\u8b8a\u5316\u3002\u6700\u5f8c\u63d0\u51fa\u8eab\u70ba\u4e00\u4f4dData Scientist\uff0c\u672a\u4f86\u7684\u53ef\u80fd\u767c\u5c55\u65b9\u5411\u3002<\/p>\n<p>\u7531\u65bc\u7b46\u8005\u9577\u671f\u751f\u6d3b\u5728\u65e5\u672c\uff0c\u65e5\u672c\u7684\u7522\u696d\u72c0\u6cc1\u53c8\u8207\u5176\u4ed6\u570b\u5bb6\u6642\u7a0b\u6709\u7570\uff08\u5982\uff1a\u8edf\u9ad4\u7522\u696d\u901a\u5e38\u6162\u7f8e\u570b\u6578\u5e74\u7684\u6642\u9593\uff09\uff0c\u5728\u696d\u754c\u30fb\u4eba\u529b\u767c\u5c55\u65b9\u9762\uff0c\u70ba\u6c42\u7cbe\u78ba\u4ee5\u5728\u3010\u65e5\u672c\u5730\u5340\u3011\u7684\u89c0\u5bdf\u70ba\u4e3b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>\uff081\uff092017\u4ee5\u524d\u7684\u6578\u64da\u79d1\u5b78\u5bb6\u5c31\u696d\u5e02\u5834\uff1a\u767c\u5c55\u6478\u7d22\u6642\u671f\u3001\u7f3a\u4e4f\u6574\u5408\u6027\u5de5\u5177<\/h3>\n<p>&nbsp;<\/p>\n<p>\u5728DS\u767c\u5c55\u524d\u671f\uff0c\u65e5\u672c\u7684\u4eba\u529b\u5e02\u5834\u5c0d junior data scientist \u5f88\u6b61\u8fce\uff0c\u80fd\u62db\u5230\u6709\u76f8\u95dc\u77e5\u8b58\u80cc\u666f\u5df2\u7d93\u4e0d\u5bb9\u6613\u3001\u66f4\u9051\u8ad6\u6709\u696d\u754c\u7d93\u9a57\u7684\u4eba\u624d\u3002\u5927\u90e8\u5206\u8edf\u9ad4\u696d\u754c\u4ee5\u5916\u7684\u4f01\u696d\uff0c\u4e0d\u6e05\u695a AI \u80fd\u5982\u4f55\u70ba\u4f01\u696d\u670d\u52d9\uff0c\u9032\u800c\u6301\u7e8c\u5730\u5275\u9020\u50f9\u503c\u3002\u7531\u65bc\u4f01\u696d\u5167\u90e8\u7f3a\u4e4f role model \u4ee5\u53ca\u80fd\u63a8\u52d5\u6539\u8b8a\u7684\u8cc7\u6df1\u4eba\u54e1\uff0cdata scientist\u7684 \u8077\u7f3a\u591a\u4ee5\u7db2\u8def\u516c\u53f8\u6216\u662f\u5f15\u9032\u79d1\u6280\u6280\u8853\u76f8\u5c0d\u8f03\u5feb\u7684\u5916\u8cc7\u516c\u53f8\u70ba\u4e3b\u3002<\/p>\n<p>\u9664\u4e86\u5f88\u65e9\u4ee5\u524d\u5c31\u958b\u59cb\u6709 data scientist \u8077\u7f3a\u7684\u516c\u53f8\uff0c\u5927\u90e8\u5206\u7684\u516c\u53f8\u5728\u9019\u65b9\u9762\u90fd\u5c1a\u5728\u6478\u7d22\u968e\u6bb5\u3002\u56e0\u6b64 data scientist \u5728\u9019\u968e\u6bb5\uff0c\u4e5f\u6709\u5f88\u5927\u7684\u6a5f\u6703\u80fd\u5920\u5728\u516c\u53f8\u5167\u767c\u5c55\u521d\u671f\u6a21\u578b\uff0c\u5f9e\u982d\u958b\u59cb\u5efa\u69cb\u7cfb\u7d71\u3002\u53e6\u5916\uff0c\u5728\u9019\u6642\u671f\uff0c\u7531\u65bc\u5e02\u5834\u4e0a\u5c1a\u7f3a\u4e4f\u6574\u5408 data pipeline\uff08\u4e2d\u8b6f\uff1a\u6578\u64da\u5de5\u4f5c\u6d41\uff09\u7684\u5de5\u5177\uff0cdata scientist \u5728\u5efa\u7acb\u6a21\u578b\u6642\u5e38\u5e38\u9700\u8981\u540c\u6642\u5207\u63db\u591a\u7a2e\u904b\u7b97\u5de5\u5177\uff0c\u5728\u5efa\u6a21\u4e4b\u5f8c\u5f80\u5f80\u9700\u8981\u4ed8\u51fa\u8a31\u591a\u512a\u5316\u7684\u6642\u9593\u6210\u672c\u3002\u5728\u5167\u90e8\u6578\u64da\u5448\u73fe\u65b9\u9762\uff0c\u4e5f\u7f3a\u4e4f\u80fd\u5920\u5c0d\u63a5\u5f8c\u7aef\u7a0b\u5f0f\u78bc\uff0c\u4ee5\u53ca\u5448\u73fe\u7d66\u524d\u7aef\u5546\u52d9\u4eba\u54e1\uff08\u516c\u53f8\u5167\u90e8\u7684\u4f01\u5283\u3001\u7522\u54c1\u7d93\u7406\uff09\u7684\u6a21\u7d44\u5316\u5de5\u5177\u3002\u60f3\u7576\u5e74\uff08\uff1f\uff09\u7b46\u8005\u5c31\u66fe\u4f7f\u7528 Flask \u81ea\u5df1\u5beb\u4e86\u524d\u5f8c\u7aef\u7d66\u516c\u53f8\u7684\u4eba\u4f7f\u7528\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>\uff082\uff092018\u5e74\u4ee5\u5f8c\u7684\u6578\u64da\u79d1\u5b78\u5bb6\u5c31\u696d\u5e02\u5834\uff1a\u66f4\u5ee3\u6cdb\u7684\u904b\u7528\u53ca\u767c\u5c55\uff0c\u6574\u5408\u6027\u5de5\u5177<\/h3>\n<p>&nbsp;<\/p>\n<p>Data Scientist \u767c\u5c55\u5e7e\u5e74\u5f8c\uff0c\u5e02\u5834\u4e0a\u6108\u4f86\u6108\u591a\u504f\u8cc7\u6df1\u7684\u4eba\u54e1\u51fa\u73fe\u5728\u4eba\u529b\u5e02\u5834\u3002\u73fe\u5728\u5728\u65e5\u672c\u7684\u4eba\u529b\u5e02\u5834\u4e0a\uff0c\u6709\u66f4\u591a\u50b3\u7d71\u4f01\u696d\u5982\u65e5\u7cfb\u91d1\u878d\u696d\u3001\u96f6\u552e\u696d\u3001\u88fd\u9020\u696d\u3001\u88fd\u85e5\u696d\u3001\u7269\u6d41\u696d\u7b49\u7b49\u91cb\u51fa\u62db\u52df Data Scientist \u7684\u8077\u7f3a\u3002\u9019\u985e\u4e0d\u662f\u8edf\u9ad4\u76f8\u95dc\u7522\u696d\u7684\u516c\u53f8\uff0c\u56e0\u70ba\u975e\u7db2\u8def\u76f8\u95dc\u696d\u754c\u800c\u7f3a\u4e4f\u8cc7\u6df1\u8edf\u9ad4\u5c08\u624d\u5e36\u9818\uff0c\u5f80\u5f80\u504f\u597d\u62db\u52df\u4e2d\u9014\u3001\u6709\u7d93\u9a57\u7684\u5373\u6230\u529b\u4eba\u6750\u9032\u5165\u516c\u53f8\u3002<\/p>\n<p>\u7531\u65bc\u5728\u5e02\u5834\u4e0a\uff0c\u6709 2\u20133 \u5e74\u4ee5\u4e0a\u76f8\u95dc\u7d93\u9a57\uff0c\u53c8\u6709\u4e00\u5b9a\u65e5\u6587\u80fd\u529b\u7684DS\u4ecd\u7136\u504f\u5c11\uff0c\u9664\u4e86\u975e\u5e38\u8981\u6c42\u7522\u696d\u77e5\u8b58\u7684\u7522\u696d\u5916\uff08\u4f8b\u5982\u786c\u9ad4\u516c\u53f8\u767c\u5c55\u6a5f\u5668\u4eba\u7b49\u7b49\uff0c\u504f\u597d\u6709\u6a5f\u68b0\u80cc\u666f\u4eba\u624d\uff09\u5927\u90e8\u5206\u7684\u516c\u53f8\u5c0d\u696d\u754c\u7684\u7d93\u9a57\u4e0d\u6703\u592a\u904e\u8981\u6c42\uff0c\u5f88\u591a\u6642\u5019\u9032\u53bb\u518d\u5b78\u7fd2\u76f8\u95dc\u7522\u696d\u77e5\u8b58\u5373\u53ef\u3002<\/p>\n<p>\u5728\u9019\u6bb5\u671f\u9593\u9032\u5165\u5e02\u5834\u7684 data scientist, \u6709\u66f4\u5927\u7684\u6a5f\u7387\u662f\u9032\u5165\u5df2\u71df\u904b\u6578\u5e74\u3001\u6216\u662f\u7531\u7ba1\u7406\u9867\u554f\u516c\u53f8\u5354\u52a9\u524d\u671f\u5efa\u7f6e\u5df2\u6709\u57fa\u790e\u67b6\u69cb\u7684\u6578\u64da\u79d1\u5b78\u5718\u968a\u3002\u6bd4\u8d77\u5f9e0\u91cd\u65b0\u5efa\u7acb\u6a21\u578b\u53ca\u7cfb\u7d71\uff0c\u6539\u5584\u30fb\u904b\u7dad\u73fe\u6709\u6a21\u578b\u3001\u5728\u5df2\u77e5\u7684\u5e02\u5834\u4e2d\u900f\u904e\u6578\u64da\u627e\u51fa\u4eae\u9ede\u53cd\u800c\u6210\u70ba\u4e86\u5de5\u4f5c\u5167\u5bb9\u7684\u91cd\u5fc3\u3002<\/p>\n<p>\u73fe\u5728\uff0c\u8a31\u591a\u6574\u5408data pipeline\u3001\u5c0d\u63a5\u524d\u5f8c\u7aef\u53ef\u8996\u5316\u7684\u5de5\u5177(databricks, datarobot, dataiku\u7b49) \u5df2\u7d93\u5728\u5e02\u9762\u4e0a\u666e\u904d\u5316\u3002\u9019\u4e9b\u5de5\u5177\u5c07 model tuning\u3001data visualization \u7b49\u6d41\u7a0b\u81ea\u52d5\u5316\uff0c\u8b93\u4f01\u696d\u5167\u7684 data scientist \u6709\u6a5f\u6703\u514d\u65bc\u6389\u5165\u7121\u9650\u8abf\u53c3\u5beb\u78bc\u7684\u6ce5\u6dd6\u3002\u6b64\u5916\uff0c\u8655\u7406\u6578\u64da\u7684\u5de5\u5177\uff08 Alteryx , Tableu \u7b49\uff09\u4e5f\u66f4\u5ee3\u6cdb\u51fa\u73fe\u65bc\u4e00\u822c\u516c\u53f8\u4e2d\uff0c\u4f9b\u7121\u76f8\u95dc\u80cc\u666f\u7d93\u9a57\u7684\u5546\u52d9\u4eba\u54e1\u4f7f\u7528\u3002<\/p>\n<p>\u9664\u4e86\u4f01\u696d\u5167\u90e8\u81ea\u5df1\u7684 Data scientist \u81ea\u88fd\u6a5f\u5668\u5b78\u7fd2\u7cfb\u7d71\u5916\uff0c\u4ee5\u6a5f\u5668\u5b78\u7fd2\u70ba\u57fa\u5e95\u7684\u5546\u696d\u5957\u4ef6\u8edf\u9ad4\u4e5f\u76f8\u8f03\u524d\u5e7e\u5e74\u8da8\u65bc\u6210\u719f\u3002\u5169\u5e74\u524d\u53bb\u4e86\u8fa6\u5728\u6771\u4eac\u53f0\u5834\u7684 AI EXPO\uff0c\u5c0f\u81f3\u65b0\u5275\u5927\u81f3\u7cfb\u7d71\u5ee0\uff0c\u90fd\u5df2\u7d93\u505a\u51fa\u4e86\u8a31\u591a\u80fd\u5920\u63d0\u4f9b\u5ba2\u6236\u5c0e\u5165\u7684\u6a5f\u5668\u5b78\u7fd2\u6a21\u7d44\u3002\u9664 IBM \u5f9e\u65e9\u671f\u5c31\u6709\u767c\u5c55\u5916\uff0c\u65e5\u7cfb\u5927\u5ee0\u5982NEC\u3001 \u65e5\u7acb\u3001NTT\u3001\u5bcc\u58eb\u901a\u3001KDDI \u90fd\u88fd\u4f5c\u51fa\u4e0d\u5c11\u63d0\u4f9b\u5c0e\u5165\u7684\u7cfb\u7d71\u3002\u666e\u901a\u5982\u804a\u5929\u6a5f\u5668\u4eba\u3001\u5ba2\u670d\u5206\u6790\u7cfb\u7d71\u3001\u5e97\u9762\u651d\u5f71\u6a5f\u5ba2\u6236\u5206\u6790\u3001\u5c08\u7cbe\u5982\u6cd5\u5f8b\u5224\u6c7a\u66f8\u6574\u7406\u7cfb\u7d71\u3001\u6c34\u8cea\u54c1\u8cea\u9810\u6e2c\u7b49\u7b49\u90fd\u5728\u92b7\u552e\u7bc4\u570d\u3002<\/p>\n<p>&nbsp;<\/p>\n<div id=\"attachment_32471\" class=\"wp-caption aligncenter\">\n<p><a href=\"https:\/\/www.worklifeinjapan.net\/wp-content\/uploads\/2021\/01\/5d7b0d00-1_wg3tgfgvknwelklpml4yea.png\"><img class=\"wp-image-32471 size-full lazyloaded\" src=\"https:\/\/www.worklifeinjapan.net\/wp-content\/uploads\/2021\/01\/5d7b0d00-1_wg3tgfgvknwelklpml4yea.png\" sizes=\"(max-width: 720px) 100vw, 720px\" srcset=\"https:\/\/storage.googleapis.com\/worklifeinjapan\/2021\/01\/5d7b0d00-1_wg3tgfgvknwelklpml4yea.png 720w, https:\/\/storage.googleapis.com\/worklifeinjapan\/2021\/01\/5d7b0d00-1_wg3tgfgvknwelklpml4yea-300x169.png 300w, https:\/\/storage.googleapis.com\/worklifeinjapan\/2021\/01\/5d7b0d00-1_wg3tgfgvknwelklpml4yea-700x394.png 700w\" alt=\"\" width=\"720\" height=\"405\" aria-describedby=\"caption-attachment-32471\" data-srcset=\"https:\/\/storage.googleapis.com\/worklifeinjapan\/2021\/01\/5d7b0d00-1_wg3tgfgvknwelklpml4yea.png 720w, https:\/\/storage.googleapis.com\/worklifeinjapan\/2021\/01\/5d7b0d00-1_wg3tgfgvknwelklpml4yea-300x169.png 300w, https:\/\/storage.googleapis.com\/worklifeinjapan\/2021\/01\/5d7b0d00-1_wg3tgfgvknwelklpml4yea-700x394.png 700w\" data-src=\"https:\/\/www.worklifeinjapan.net\/wp-content\/uploads\/2021\/01\/5d7b0d00-1_wg3tgfgvknwelklpml4yea.png\" \/><\/a><\/p>\n<p id=\"caption-attachment-32471\" class=\"wp-caption-text\">2018\u5e74AI EXPO\u5c55\u5834\u6a23\u8c8c ( \u5716\u7247\u4f86\u6e90\uff1ahttps:\/\/www.ai-expo.jp\/ )<\/p>\n<\/div>\n<p>&nbsp;<\/p>\n<h3>\uff083\uff09\u6578\u4f4d\u8f49\u578b\u6210\u70ba\u8da8\u52e2<\/h3>\n<p>&nbsp;<\/p>\n<p>\u4ee5\u8fd1\u5e7e\u5e74\u800c\u8a00\uff0c\u6574\u9ad4\u5546\u696d\u5e02\u5834\u7684\u7af6\u722d\u6108\u767c\u6fc0\u70c8\uff0c\u5404\u7522\u696d\u7684\u6578\u4f4d\u8f49\u578b\uff08Digital Transformation\uff0c\u7c21\u7a31DX\uff09\u5df2\u6210\u70ba\u4e0d\u53ef\u9006\u7684\u8da8\u52e2\u3002\u5373\u4f7f\u5728\u90e8\u5206\u50b3\u7d71\u7522\u696d\u4e2d\uff0c\u4ee5\u6f14\u7b97\u6cd5\u5275\u9020\u50f9\u503c\uff08\u964d\u4f4e\u6210\u672c \u548c\/\u6216 \u63d0\u5347\u71df\u6536\uff09\u4ea6\u6210\u70ba\u4e00\u9593\u516c\u53f8\u5728\u9818\u57df\u4e2d\u4fdd\u6709\u9818\u5148\u5730\u4f4d\u7684\u5fc5\u8981\u5143\u7d20\u4e4b\u4e00\u3002<\/p>\n<p>2020\u5e74\u7684\u75ab\u60c5\uff0c\u5c0d\u5927\u90e8\u5206\u7684\u696d\u754c\u90fd\u6709\u8457\u4e0d\u5c0f\u7684\u8ca0\u9762\u5f71\u97ff\uff0c\u5404\u696d\u754c\u9818\u5c0e\u8005\u5c0d\u65bc\u300c\u8b93\u516c\u53f8\u5b58\u6d3b\u4e0b\u4f86\u300d\u4e5f\u56e0\u6b64\u6709\u4e86\u66f4\u6df1\u523b\u7684\u5371\u6a5f\u610f\u8b58\uff0c\u6df1\u523b\u9ad4\u8a8d\u5230\u4f01\u696d\u8f49\u578b\u7684\u6025\u8feb\u6027\uff0c\u75ab\u60c5\u56e0\u6b64\u53cd\u800c\u66f4\u52a0\u901f\u4e86\u5404\u5f0f\u696d\u754c\u4e2d\u5927\u4f01\u696d\u7684\u6578\u4f4d\u8f49\u578b\u7684\u9032\u7a0b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>\uff084\uff09DATA SCIENTIST \u6ce1\u6cab\u7834\u4e86\u55ce\uff1f<\/h3>\n<p>&nbsp;<\/p>\n<p>\u57282020\u5e74\u75ab\u60c5\u521d\u671f\uff0c\u7f8e\u570b\u9762\u81e8\u5927\u88c1\u54e1\u4e4b\u969b\uff0c\u6d77\u5916\u4e2d\u570b\u4eba\u8ad6\u58c7\u300c\u4e00\u755d\u4e09\u5206\u5730\u300d\u51fa\u73fe\u4e86\u4e00\u7bc7\u975e\u5e38\u5177\u6709\u8a71\u984c\u6027\u7684\u6587\u7ae0\u00a0<a href=\"https:\/\/www.1point3acres.com\/bbs\/thread-630386-1-1.html\">\u9488\u5bf9\u4e8e\u6700\u8fd1\u5927\u89c4\u6a21\u7684ds\/dalayoff\u804a\u804ads\u7684\u524d\u666f<\/a>\u00a0\u5f15\u767c\u4e86\u4e0d\u5c11\u4eba\u8a0e\u8ad6\u3002<\/p>\n<p>\u6587\u4e2d\u767c\u6587\u8005\u63d0\u5230\u5728\u75ab\u60c5\u521d\u671f\uff0c\u76f8\u8f03\u65bc\u8edf\u9ad4\u5de5\u7a0b\u5e2b\uff0c\u5c31\u696d\u5e02\u5834\u4e0a\u7684\u6578\u64da\u79d1\u5b78\u5bb6\/\u5206\u6790\u5e2b\u88ab\u88c1\u54e1\u4e86\u4e0d\u5c11\u3002\u8a0e\u8ad6\u4e32\u4e2d\u63d0\u5230\u4e86\u5f88\u591a\u5c31\u696d\u5e02\u5834\u4e0a data scientist \u9019\u500b\u8077\u4f4d\u7684\u7279\u5fb5\uff1a\u5c0d\u516c\u53f8\u662f\u5962\u4f88\u54c1\u4e0d\u50cf\u8edf\u9ad4\u5de5\u7a0b\u5e2b\u662f\u5fc5\u9700\u54c1\u3001\u8077\u7a31\u30fb\u5fb5\u4eba\u689d\u4ef6\u8207\u8077\u52d9\u5167\u5bb9\u6df7\u4e82\u4e0d\u4e00\u81f4\u3001\u7d20\u8cea\u53c3\u5dee\u4e0d\u9f4a\u3001data scientist \u7522\u51fa\u7684\u50f9\u503c\u4e0d\u5982\u60f3\u50cf\u4e2d\u7684\u9ad8\u7b49\u7b49\uff0c\u9019\u4e9b\u90fd\u662f\u4e8b\u5be6\u3002<\/p>\n<p>\u4e8b\u5be6\u4e0a\uff0c\u6839\u64da BCG \u8207 MIT \u5728 2020 \u5e74\u505a\u7684\u5171\u540c\u7814\u7a76\u4e2d [2]\uff0c\u53ea\u6709 10% \u7684\u516c\u53f8\u8868\u793a\u4ed6\u5011\u5728\u5be6\u73fe\u4eba\u5de5\u667a\u6167\u4e2d\u5f97\u5230\u4e86\u986f\u8457\u7684\u5229\u76ca\u3002\u6210\u529f\u5be6\u8e10 AI \u7684\u8981\u4ef6\u5305\u542b\u4e86\u6b63\u78ba\u7684\u8cc7\u6599\u3001\u6280\u8853\u3001\u5c08\u696d\u6027\u4eba\u624d\u4ee5\u53ca\u80fd\u7406\u89e3\u9019\u4e9b\u6280\u8853\u4e26\u6709\u6548\u5c07\u6280\u8853\u8207\u516c\u53f8\u7b56\u7565\u878d\u5408\u7684\u7ba1\u7406\u8005\u7b49\u7b49\u3002<\/p>\n<p>\u56de\u60f3\u7b46\u8005\u5728\u78a9\u58eb\u6642\u671f\uff0c\u4e5f\u8ddf\u5927\u90e8\u5206\u7684\u5b78\u751f\u4e00\u6a23\u3002\u8ab2\u7a0b\u4e0a\u975e\u5e38\u6ce8\u91cd\u6f14\u7b97\u6cd5\u7684\u63a8\u5c0e\uff0c\u4ee5\u53ca\u5982\u4f55\u5efa\u6a21\u8b93\u6a21\u578b\u7684\u8868\u73fe\u66f4\u512a\u7570\u7b49\u3002\u9032\u5165\u5be6\u52d9\u754c\u624d\u767c\u73fe\u9019\u4e9b\u77e5\u8b58\u53ca\u904b\u7528\u53ea\u4f54\u4e86\u4e00\u500b\u6210\u529f\u7684\u6a5f\u5668\u5b78\u7fd2\u7cfb\u7d71\u7684\u4e00\u5c0f\u90e8\u5206\u3002\u66f4\u91cd\u8981\u7684\u8ab2\u984c\u662f\u5982\u4f55\u5275\u9020\u6709\u610f\u7fa9\u7684\u5546\u696d\u50f9\u503c\u3001\u4e26\u4e14\u96a8\u6642\u8abf\u6574\u6a21\u578b\uff0c\u8b93\u6a21\u578b\u80fd\u5920\u5373\u6642\u61c9\u5c0d\u73fe\u5be6\u4e16\u754c\u4e2d\u5feb\u901f\u7684\u8b8a\u5316\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>\uff085\uff09WHAT\u2019S NEXT?<\/h3>\n<p>&nbsp;<\/p>\n<p>\u6a5f\u5668\u5b78\u7fd2\u7684\u5be6\u52d9\u904b\u7528\u3001Open source Library\u3001\u6559\u80b2\u8cc7\u6e90\uff0c\u5728\u8fd1\u5e7e\u5e74\u90fd\u8da8\u65bc\u6210\u719f\u3002\u7b46\u8005\u770b\u5230\u7684\u8da8\u52e2\u662f\u6a5f\u5668\u5b78\u7fd2\u6a21\u7d44\u5316\uff08modularity\uff09\uff0c\u4e5f\u5c31\u662f\u8aaa\uff0c\u6578\u4f4d\u8a13\u7df4\u826f\u597d\u7684data scientist\u4e4b\u9593\uff0c\u6240\u5efa\u51fa\u7684\u6a21\u578b\uff0c\u4e26\u4e0d\u6703\u9020\u6210\u592a\u5927\u7684\u5dee\u7570\u3002<\/p>\n<p>\u6bcf\u5e74\u60f3\u6436\u7058\u4e0a\u9019\u6ce2\u6d6a\u6f6e\u4e0a\u5cb8\u7684\u7562\u696d\u751f\uff0c\u5f9e\u5b78\u6821\u8702\u64c1\u800c\u51fa\uff0c\u751f\u70ba\u8077\u696d\u7684data scientist\u5728\u9577\u671f\u767c\u5c55\u4e0a\u8a72\u5982\u4f55\u7522\u751f\u5dee\u7570\u5316\uff0c\u907f\u514d\u88ab\u53d6\u4ee3\uff1f<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/www.worklifeinjapan.net\/wp-content\/uploads\/2021\/01\/f1f4dccc-1_j_saqocmehdo6uflepubhg.png\"><img class=\"aligncenter size-full wp-image-32470 lazyloaded\" src=\"https:\/\/www.worklifeinjapan.net\/wp-content\/uploads\/2021\/01\/f1f4dccc-1_j_saqocmehdo6uflepubhg.png\" sizes=\"(max-width: 708px) 100vw, 708px\" srcset=\"https:\/\/storage.googleapis.com\/worklifeinjapan\/2021\/01\/f1f4dccc-1_j_saqocmehdo6uflepubhg.png 708w, https:\/\/storage.googleapis.com\/worklifeinjapan\/2021\/01\/f1f4dccc-1_j_saqocmehdo6uflepubhg-300x248.png 300w, https:\/\/storage.googleapis.com\/worklifeinjapan\/2021\/01\/f1f4dccc-1_j_saqocmehdo6uflepubhg-700x579.png 700w\" alt=\"\" width=\"708\" height=\"586\" data-srcset=\"https:\/\/storage.googleapis.com\/worklifeinjapan\/2021\/01\/f1f4dccc-1_j_saqocmehdo6uflepubhg.png 708w, https:\/\/storage.googleapis.com\/worklifeinjapan\/2021\/01\/f1f4dccc-1_j_saqocmehdo6uflepubhg-300x248.png 300w, https:\/\/storage.googleapis.com\/worklifeinjapan\/2021\/01\/f1f4dccc-1_j_saqocmehdo6uflepubhg-700x579.png 700w\" data-src=\"https:\/\/www.worklifeinjapan.net\/wp-content\/uploads\/2021\/01\/f1f4dccc-1_j_saqocmehdo6uflepubhg.png\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>\u5728\u6b64\u5c07 Data scientist \u5b9a\u7fa9\u70ba\u300c\u900f\u904e\u6578\u64da\u5206\u6790\u3001\u6a5f\u5668\u5b78\u7fd2\u5efa\u6a21\u53ca\u5be6\u8e10\uff0c\u9032\u800c\u5275\u9020\u5546\u696d\u50f9\u503c\u7684\u8077\u4f4d\u300d\u3002\u56e0\u6b64\u8eab\u70ba\u4e00\u4f4dData scientist\uff0c\u57fa\u672c\u4e0a\u88ab\u671f\u5f85\u6709\u5169\u7a2e\u80fd\u529b\uff1a<strong>1. \u4e00\u5b9a\u7a0b\u5ea6\u7684\u7a0b\u5f0f\u3001\u5efa\u6a21\u80fd\u529b 2.\u900f\u904e\u91cf\u5316\u5206\u6790\u53ca\u904b\u7528\u9032\u800c\u5275\u9020\u5546\u696d\u50f9\u503c\u7684\u80fd\u529b\u3002<\/strong>\u8981\u52a0\u5f37\u81ea\u5df1\u7684\u7af6\u722d\u529b\uff0c\u53ef\u4ee5\u4f9d\u7167\u81ea\u5df1\u7684\u5fd7\u8da3\u53ca\u80fd\u529b\uff0c\u5982\u4e0a\u5716\u4e2d\u5169\u5ea7\u6a19\u8ef8\u7684\u65b9\u5411\u601d\u8003\u3002<\/p>\n<p><strong>Business Impact \u65b9\u9762\uff1a<\/strong>\u5305\u542b\u6539\u5584\u7522\u54c1\u6536\u76ca\u3001\u8ca0\u8cac\u7522\u54c1\u7e3e\u6548\uff0c\u5927\u5247\u5f71\u97ff\u516c\u53f8\u7b56\u7565\uff0c\u751a\u81f3\u8b93\u6578\u64da\u79d1\u5b78\u6210\u70ba\u516c\u53f8\u7684\u6838\u5fc3\u80fd\u529b\uff08core competence\uff09\u3002\u5982\u4f55\u7ad9\u5728\u7d93\u71df\u8005\u89d2\u5ea6\u601d\u8003\u4e26\u505a\u6c7a\u7b56\u5c07\u6210\u70ba\u6700\u512a\u5148\u7684\u8ab2\u984c\u3002<br \/>\n<strong>Engineering\u65b9\u9762\uff1a<\/strong>\u53c8\u53ef\u5206\u70ba\u5275\u65b0\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\u7684\u958b\u767c\uff0c\u4ee5\u53ca\u5de5\u7a0b\u9818\u57df\u80fd\u529b\u7684\u52a0\u5f37\u3002\u524d\u8005\u53ef\u4ee5\u9032\u5165Researcher\u7684\u9818\u57df\uff0c\u5f8c\u8005\u80fd\u9032\u4e00\u6b65\u8f49\u70baML engineer\/data engineer \u7b49\u3002<\/p>\n<p>\u8981\u57f9\u990a\u524d\u8005\u7684\u80fd\u529b\uff08\u96d6\u7136\u4e5f\u5f88\u770b\u5929\u8ce6\uff09\uff0c\u5927\u591a\u6578\u4eba\u6703\u9078\u64c7\u505a\u7684\u5c31\u662f\u53bb\u8b80\u535a\u73ed\u4e26\u4e14\u9032\u79d1\u6280\u5927\u5ee0\u64d4\u4efb\u7814\u7a76\u8005\uff0c\u6216\u662f\u5728\u516c\u53f8\u5167\u90e8\u91dd\u5c0d\u73fe\u6709\u8b70\u984c\u958b\u767c\u65b0\u7684\u6f14\u7b97\u6cd5\uff0c\u4e26\u5e36\u8077\u767c\u8868\u8ad6\u6587\u3002\u5f8c\u8005\u5247\u6703\u727d\u6d89\u5230\u66f4\u666e\u904d\u8edf\u9ad4\u5de5\u7a0b\u5e2b\u9818\u57df\u7684\u80fd\u529b\u990a\u6210\u3002<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<p>\u4f5c\u8005\uff1a\u00a0<a href=\"https:\/\/leightsai.medium.com\/\"><span style=\"color: #0080ff;\">Leigh Tsai<\/span><\/a><br \/>\n\u539f\u6587\u9023\u7d50\uff1a<a title=\"Data Scientist \u7684\u904e\u53bb\u3001\u73fe\u5728\u8207\u672a\u4f86\" href=\"https:\/\/leightsai.medium.com\/data-scientist-%E7%9A%84%E9%81%8E%E5%8E%BB-%E7%8F%BE%E5%9C%A8%E8%88%87%E6%9C%AA%E4%BE%86-e9f315166867\"><span style=\"color: #0080ff;\">Data Scientist \u7684\u904e\u53bb\u3001\u73fe\u5728\u8207\u672a\u4f86<\/span><\/a><\/p>\n<p>Medium \u6703\u4e0d\u5b9a\u6642\u767c\u8868\u4f5c\u8005\u5728\u4e16\u754c\u5404\u5730 [3] \u64d4\u4efbdata scientist\u7684\u7522\u696d\u89c0\u5bdf\u3001\u8b80\u66f8\u7b46\u8a18\u7b49\u7b49\u3002\u82e5\u6709\u4efb\u4f55\u5fc3\u5f97\u3001\u60f3\u8981\u8a0e\u8ad6\u7684\u5730\u65b9\uff0c\u6b61\u8fce\u7559\u8a00\u5206\u4eab\u60a8\u7684\u60f3\u6cd5:)<\/p>\n<p>[1] Data Scientist: The Sexiest Job of the 21st Century\u00a0<a href=\"https:\/\/sociology.berkeley.edu\/sites\/default\/files\/documents\/job_market\/Data%20Scientist%20--%20HBR%202012.pdf\">https:\/\/sociology.berkeley.edu\/sites\/default\/files\/documents\/job_market\/Data%20Scientist%20\u2013%20HBR%202012.pdf<\/a><br \/>\n[2] Are You Making the Most of Your Relationship with AI?\u00a0<a href=\"https:\/\/www.bcg.com\/publications\/2020\/is-your-company-embracing-full-potential-of-artificial-intelligence\">https:\/\/www.bcg.com\/publications\/2020\/is-your-company-embracing-full-potential-of-artificial-intelligence<\/a><br \/>\n[3] \u76ee\u524d\u4efb\u8077\u7684\u8077\u4f4d\u662f\u5168\u7403\u6027\u7684Data scientist\u3002\u7919\u65bc\u75ab\u60c5\u6d3b\u52d5\u5730\u9ede\u6709\u9650\u3002<\/p>\n<p><img class=\"lazyload aligncenter size-full wp-image-3822\" src=\"https:\/\/bussiness.taiwan-career.com\/wp-content\/uploads\/2021\/09\/\u65e5\u672c\u6c42\u8077\u653b\u7565.png\" data-orig-src=\"https:\/\/bussiness.taiwan-career.com\/wp-content\/uploads\/2021\/09\/\u65e5\u672c\u6c42\u8077\u653b\u7565.png\" alt=\"\" width=\"1000\" height=\"200\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271000%27%20height%3D%27200%27%20viewBox%3D%270%200%201000%20200%27%3E%3Crect%20width%3D%271000%27%20height%3D%27200%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/bussiness.taiwan-career.com\/wp-content\/uploads\/2021\/09\/\u65e5\u672c\u6c42\u8077\u653b\u7565-200x40.png 200w, https:\/\/bussiness.taiwan-career.com\/wp-content\/uploads\/2021\/09\/\u65e5\u672c\u6c42\u8077\u653b\u7565-300x60.png 300w, https:\/\/bussiness.taiwan-career.com\/wp-content\/uploads\/2021\/09\/\u65e5\u672c\u6c42\u8077\u653b\u7565-400x80.png 400w, https:\/\/bussiness.taiwan-career.com\/wp-content\/uploads\/2021\/09\/\u65e5\u672c\u6c42\u8077\u653b\u7565-600x120.png 600w, https:\/\/bussiness.taiwan-career.com\/wp-content\/uploads\/2021\/09\/\u65e5\u672c\u6c42\u8077\u653b\u7565-768x154.png 768w, https:\/\/bussiness.taiwan-career.com\/wp-content\/uploads\/2021\/09\/\u65e5\u672c\u6c42\u8077\u653b\u7565-800x160.png 800w, https:\/\/bussiness.taiwan-career.com\/wp-content\/uploads\/2021\/09\/\u65e5\u672c\u6c42\u8077\u653b\u7565.png 1000w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/p>\n<p>\u65e5\u672c\u6c42\u8077\u653b\u7565\u8aa0\u646f\u9080\u8acb\u60a8\u9032\u884c\u4e00\u5c0d\u4e00\u7dda\u4e0a\u8aee\u8a62\u9762\u8ac7<br \/>\n\u65e5\u672c\u8077\u6daf\u9867\u554f\u6703\u70ba\u60a8\u8d74\u65e5\u5de5\u4f5c\u89e3\u6c7a\u7591\u96e3\u96dc\u75c7<br \/>\n\u4e26\u4e14\u63d0\u4f9b\u5efa\u8b70\u5354\u52a9\u60a8\u65e5\u672c\u8077\u6daf\u898f\u5283\u53ca\u65e5\u672c\u5de5\u4f5c\u4ecb\u7d39<br \/>\n\u8aa0\u646f\u6b61\u8fce\u60a8 \u52c7\u6562\u8de8\u51fa\u8d74\u65e5\u7b2c\u4e00\u6b65\uff01<\/p>\n<p>STEP1. \u52a0\u5165\u5b98\u65b9Line \u2192 <a href=\"https:\/\/line.me\/R\/ti\/p\/%40879hutsj\">\u8acb\u9ede\u9078\u9019\u908a<\/a><br \/>\nSTEP2. \u500b\u4eba\u57fa\u672c\u8cc7\u6599\u586b\u5beb \u2192 <a href=\"https:\/\/peraichi.com\/landing_pages\/view\/tennshoku-japan?fbclid=IwAR125Gmq9Z8cUYJtACNTMpiFzjRaiPYfA4tLF5qXZ_eD-JTXZYR4G30W-vQ\">\u8acb\u9ede\u9078\u9019\u908a<\/a><br \/>\n\uff5e\u5b8c\u6210\u4e0a\u8ff0\u6b65\u9a5f\u5c31\u6703\u6709\u5c08\u4eba\u8ddf\u60a8\u806f\u7e6b\u5594\uff5e<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u57282012 \u5e74\uff0c\u88ab\u54c8 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