{"id":608,"date":"2025-08-18T13:56:44","date_gmt":"2025-08-18T04:56:44","guid":{"rendered":"https:\/\/master-key.co.jp\/media\/?p=608"},"modified":"2025-08-18T13:56:44","modified_gmt":"2025-08-18T04:56:44","slug":"dx-engineer-comprehensive-guide-career-prospects","status":"publish","type":"post","link":"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/","title":{"rendered":"\u30102025\u6700\u65b0\u3011DX\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306f\uff1f\u5b8c\u5168\u89e3\u8aac\u3068\u8ee2\u8077\u6210\u529f\u306e\u30dd\u30a4\u30f3\u30c8"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_69_1 ez-toc-wrap-left 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\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AE%E5%9F%BA%E6%9C%AC%E7%9A%84%E3%81%AA%E5%AE%9A%E7%BE%A9%E3%81%A8%E5%BD%B9%E5%89%B2\" title=\"DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u57fa\u672c\u7684\u306a\u5b9a\u7fa9\u3068\u5f79\u5272\">DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u57fa\u672c\u7684\u306a\u5b9a\u7fa9\u3068\u5f79\u5272<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#%E5%BE%93%E6%9D%A5%E3%81%AEIT%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%A8DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AE%E9%81%95%E3%81%84\" title=\"\u5f93\u6765\u306eIT\u30a8\u30f3\u30b8\u30cb\u30a2\u3068DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9055\u3044\">\u5f93\u6765\u306eIT\u30a8\u30f3\u30b8\u30cb\u30a2\u3068DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9055\u3044<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AB%E6%B1%82%E3%82%81%E3%82%89%E3%82%8C%E3%82%8B%E6%8A%80%E8%A1%93%E3%82%B9%E3%82%AD%E3%83%AB\" title=\"DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u6c42\u3081\u3089\u308c\u308b\u6280\u8853\u30b9\u30ad\u30eb\">DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u6c42\u3081\u3089\u308c\u308b\u6280\u8853\u30b9\u30ad\u30eb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AB%E5%BF%85%E8%A6%81%E3%81%AA%E3%83%93%E3%82%B8%E3%83%8D%E3%82%B9%E3%82%B9%E3%82%AD%E3%83%AB\" title=\"DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u5fc5\u8981\u306a\u30d3\u30b8\u30cd\u30b9\u30b9\u30ad\u30eb\">DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u5fc5\u8981\u306a\u30d3\u30b8\u30cd\u30b9\u30b9\u30ad\u30eb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AE%E3%82%AD%E3%83%A3%E3%83%AA%E3%82%A2%E3%83%91%E3%82%B9%E3%81%A8%E5%B0%86%E6%9D%A5%E6%80%A7\" title=\"DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30ad\u30e3\u30ea\u30a2\u30d1\u30b9\u3068\u5c06\u6765\u6027\">DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30ad\u30e3\u30ea\u30a2\u30d1\u30b9\u3068\u5c06\u6765\u6027<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AE%E5%B9%B3%E5%9D%87%E5%B9%B4%E5%8F%8E%E3%81%A8%E5%BE%85%E9%81%87\" title=\"DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5e73\u5747\u5e74\u53ce\u3068\u5f85\u9047\">DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5e73\u5747\u5e74\u53ce\u3068\u5f85\u9047<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AB%E3%81%AA%E3%82%8B%E3%81%9F%E3%82%81%E3%81%AE%E5%AD%A6%E7%BF%92%E6%96%B9%E6%B3%95\" title=\"DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u305f\u3081\u306e\u5b66\u7fd2\u65b9\u6cd5\">DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u305f\u3081\u306e\u5b66\u7fd2\u65b9\u6cd5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#%E6%9C%AA%E7%B5%8C%E9%A8%93%E3%81%8B%E3%82%89DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%B8%E3%81%AE%E8%BB%A2%E8%81%B7%E6%88%A6%E7%95%A5\" title=\"\u672a\u7d4c\u9a13\u304b\u3089DX\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u306e\u8ee2\u8077\u6226\u7565\">\u672a\u7d4c\u9a13\u304b\u3089DX\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u306e\u8ee2\u8077\u6226\u7565<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E6%B1%82%E4%BA%BA%E3%81%AE%E6%8E%A2%E3%81%97%E6%96%B9\" title=\"DX\u30a8\u30f3\u30b8\u30cb\u30a2\u6c42\u4eba\u306e\u63a2\u3057\u65b9\">DX\u30a8\u30f3\u30b8\u30cb\u30a2\u6c42\u4eba\u306e\u63a2\u3057\u65b9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#%E9%9D%A2%E6%8E%A5%E3%81%A7%E3%82%A2%E3%83%94%E3%83%BC%E3%83%AB%E3%81%99%E3%81%B9%E3%81%8D%E3%83%9D%E3%82%A4%E3%83%B3%E3%83%88\" title=\"\u9762\u63a5\u3067\u30a2\u30d4\u30fc\u30eb\u3059\u3079\u304d\u30dd\u30a4\u30f3\u30c8\">\u9762\u63a5\u3067\u30a2\u30d4\u30fc\u30eb\u3059\u3079\u304d\u30dd\u30a4\u30f3\u30c8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AE%E3%82%84%E3%82%8A%E3%81%8C%E3%81%84%E3%81%A8%E9%AD%85%E5%8A%9B\" title=\"DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u3084\u308a\u304c\u3044\u3068\u9b45\u529b\">DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u3084\u308a\u304c\u3044\u3068\u9b45\u529b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%8C%E7%9B%B4%E9%9D%A2%E3%81%99%E3%82%8B%E8%AA%B2%E9%A1%8C%E3%81%A8%E8%A7%A3%E6%B1%BA%E7%AD%96\" title=\"DX\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c\u3068\u89e3\u6c7a\u7b56\">DX\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u76f4\u9762\u3059\u308b\u8ab2\u984c\u3068\u89e3\u6c7a\u7b56<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#%E6%88%90%E5%8A%9F%E3%81%99%E3%82%8BDX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AE%E7%89%B9%E5%BE%B4\" title=\"\u6210\u529f\u3059\u308bDX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7279\u5fb4\">\u6210\u529f\u3059\u308bDX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7279\u5fb4<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E5%90%91%E3%81%91%E3%81%8A%E3%81%99%E3%81%99%E3%82%81%E8%B3%87%E6%A0%BC\" title=\"DX\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u304a\u3059\u3059\u3081\u8cc7\u683c\">DX\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u304a\u3059\u3059\u3081\u8cc7\u683c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AE1%E6%97%A5%E3%81%AE%E4%BB%95%E4%BA%8B%E3%81%AE%E6%B5%81%E3%82%8C\" title=\"DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e1\u65e5\u306e\u4ed5\u4e8b\u306e\u6d41\u308c\">DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e1\u65e5\u306e\u4ed5\u4e8b\u306e\u6d41\u308c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%8C%E6%B4%BB%E8%BA%8D%E3%81%99%E3%82%8B%E6%A5%AD%E7%95%8C\" title=\"DX\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u6d3b\u8e8d\u3059\u308b\u696d\u754c\">DX\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u6d3b\u8e8d\u3059\u308b\u696d\u754c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#%E4%BC%81%E6%A5%AD%E8%A6%8F%E6%A8%A1%E5%88%A5%E3%81%AEDX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E4%BA%8B%E6%83%85\" title=\"\u4f01\u696d\u898f\u6a21\u5225\u306eDX\u30a8\u30f3\u30b8\u30cb\u30a2\u4e8b\u60c5\">\u4f01\u696d\u898f\u6a21\u5225\u306eDX\u30a8\u30f3\u30b8\u30cb\u30a2\u4e8b\u60c5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AE%E8%BB%A2%E8%81%B7%E5%B8%82%E5%A0%B4%E5%8B%95%E5%90%91\" title=\"DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8ee2\u8077\u5e02\u5834\u52d5\u5411\">DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8ee2\u8077\u5e02\u5834\u52d5\u5411<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#%E3%83%AA%E3%83%A2%E3%83%BC%E3%83%88%E3%83%AF%E3%83%BC%E3%82%AF%E3%81%A8DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2\" title=\"\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3068DX\u30a8\u30f3\u30b8\u30cb\u30a2\">\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3068DX\u30a8\u30f3\u30b8\u30cb\u30a2<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#%E3%83%95%E3%83%AA%E3%83%BC%E3%83%A9%E3%83%B3%E3%82%B9DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%A8%E3%81%84%E3%81%86%E9%81%B8%E6%8A%9E%E8%82%A2\" title=\"\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9DX\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3044\u3046\u9078\u629e\u80a2\">\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9DX\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3044\u3046\u9078\u629e\u80a2<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/master-key.co.jp\/media\/dx-engineer-comprehensive-guide-career-prospects\/#%E3%81%BE%E3%81%A8%E3%82%81\" title=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/a><\/li><\/ul><\/nav><\/div>\n<p>\u8fd1\u5e74\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u30c7\u30b8\u30bf\u30eb\u5909\u9769\u306b\u53d6\u308a\u7d44\u3080\u4e2d\u3067\u3001\u300cDX\u30a8\u30f3\u30b8\u30cb\u30a2\u300d\u3068\u3044\u3046\u8077\u7a2e\u306b\u6ce8\u76ee\u304c\u96c6\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u5177\u4f53\u7684\u306b\u3069\u306e\u3088\u3046\u306a\u4ed5\u4e8b\u3092\u3059\u308b\u306e\u304b\u3001\u3069\u3093\u306a\u30b9\u30ad\u30eb\u304c\u5fc5\u8981\u306a\u306e\u304b\u5206\u304b\u3089\u305a\u60a9\u3093\u3067\u3044\u308b\u65b9\u3082\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5f79\u5272\u304b\u3089\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3001\u30ad\u30e3\u30ea\u30a2\u30d1\u30b9\u3001\u8ee2\u8077\u6210\u529f\u306e\u30b3\u30c4\u307e\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002DX\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u306e\u8ee2\u8077\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u65b9\u306b\u3068\u3063\u3066\u3001\u5177\u4f53\u7684\u306a\u884c\u52d5\u6307\u91dd\u304c\u5f97\u3089\u308c\u308b\u5185\u5bb9\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3080\u3053\u3068\u3067\u3001DX\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3044\u3046\u8077\u7a2e\u3078\u306e\u7406\u89e3\u304c\u6df1\u307e\u308a\u3001\u81ea\u8eab\u306e\u30ad\u30e3\u30ea\u30a2\u6226\u7565\u3092\u660e\u78ba\u306b\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002\u8ee2\u8077\u6d3b\u52d5\u3092\u59cb\u3081\u308b\u524d\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u6574\u7406\u3057\u3001\u6210\u529f\u3078\u306e\u7b2c\u4e00\u6b69\u3092\u8e0f\u307f\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p 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class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>DX\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306f\u3001\u4f01\u696d\u306e\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\uff08DX\uff09\u3092\u6280\u8853\u9762\u304b\u3089\u63a8\u9032\u3059\u308b\u5c02\u9580\u8077\u3067\u3059\u3002\u5f93\u6765\u306eIT\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306f\u7570\u306a\u308a\u3001\u5358\u306b\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3092\u884c\u3046\u3060\u3051\u3067\u306a\u304f\u3001\u30d3\u30b8\u30cd\u30b9\u5909\u9769\u306e\u8996\u70b9\u3092\u6301\u3061\u306a\u304c\u3089\u6280\u8853\u7684\u306a\u8ab2\u984c\u89e3\u6c7a\u306b\u53d6\u308a\u7d44\u307f\u307e\u3059\u3002<\/p>\n<p><span 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class=\"ez-toc-section\" id=\"DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AB%E6%B1%82%E3%82%81%E3%82%89%E3%82%8C%E3%82%8B%E6%8A%80%E8%A1%93%E3%82%B9%E3%82%AD%E3%83%AB\"><\/span>DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u6c42\u3081\u3089\u308c\u308b\u6280\u8853\u30b9\u30ad\u30eb<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306f\u591a\u5c90\u306b\u308f\u305f\u308b\u6280\u8853\u30b9\u30ad\u30eb\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u304c\u3001\u7279\u306b\u91cd\u8981\u306a\u306e\u306f\u30af\u30e9\u30a6\u30c9\u6280\u8853\u3078\u306e\u6df1\u3044\u7406\u89e3\u3067\u3059\u3002AWS\u3001Microsoft Azure\u3001Google Cloud Platform\u3068\u3044\u3063\u305f\u4e3b\u8981\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u77e5\u8b58\u3068\u5b9f\u52d9\u7d4c\u9a13\u306f\u5fc5\u9808\u3068\u3044\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u6a5f\u68b0\u5b66\u7fd2\u95a2\u9023\u306e\u30b9\u30ad\u30eb\u3082\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002Python\u3001R\u3001SQL\u306a\u3069\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u51e6\u7406\u80fd\u529b\u306b\u52a0\u3048\u3001\u6a5f\u68b0\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff08TensorFlow\u3001PyTorch\u7b49\uff09\u306e\u7406\u89e3\u3082\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<span class=\"highlight-box\">\u4f01\u696d\u304c\u4fdd\u6709\u3059\u308b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304b\u3089\u4fa1\u5024\u306e\u3042\u308b\u6d1e\u5bdf\u3092\u62bd\u51fa\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u6d3b\u304b\u3059\u80fd\u529b\u304c\u5fc5\u8981\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/span><\/p>\n<p>API\u306e\u8a2d\u8a08\u30fb\u958b\u767a\u30b9\u30ad\u30eb\u3082\u91cd\u8981\u306a\u8981\u7d20\u306e\u4e00\u3064\u3067\u3059\u3002\u7570\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u9593\u306e\u9023\u643a\u3092\u5b9f\u73fe\u3057\u3001\u30c7\u30fc\u30bf\u306e\u6d41\u308c\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306b\u306f\u3001RESTful API\u3084GraphQL\u3068\u3044\u3063\u305f\u6280\u8853\u306e\u7406\u89e3\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u77e5\u8b58\u3082\u73fe\u4ee3\u7684\u306a\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\u306b\u306f\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p>\u81ea\u52d5\u5316\u6280\u8853\u3078\u306e\u7cbe\u901a\u3082\u6c42\u3081\u3089\u308c\u307e\u3059\u3002RPA\uff08Robotic Process Automation\uff09\u30c4\u30fc\u30eb\u306e\u6d3b\u7528\u3001CI\/CD\uff08\u7d99\u7d9a\u7684\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u30fb\u7d99\u7d9a\u7684\u30c7\u30ea\u30d0\u30ea\u30fc\uff09\u306e\u69cb\u7bc9\u3001Infrastructure as Code\uff08IaC\uff09\u306e\u5b9f\u88c5\u306a\u3069\u3001\u624b\u52d5\u4f5c\u696d\u3092\u81ea\u52d5\u5316\u3057\u3066\u30d3\u30b8\u30cd\u30b9\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u6280\u8853\u529b\u304c\u91cd\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AB%E5%BF%85%E8%A6%81%E3%81%AA%E3%83%93%E3%82%B8%E3%83%8D%E3%82%B9%E3%82%B9%E3%82%AD%E3%83%AB\"><\/span>DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u5fc5\u8981\u306a\u30d3\u30b8\u30cd\u30b9\u30b9\u30ad\u30eb<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u6280\u8853\u529b\u3060\u3051\u3067\u306a\u304f\u3001\u30d3\u30b8\u30cd\u30b9\u30b9\u30ad\u30eb\u3082DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306f\u6b20\u304b\u305b\u306a\u3044\u8981\u7d20\u3067\u3059\u3002\u307e\u305a\u3001\u30d3\u30b8\u30cd\u30b9\u7406\u89e3\u529b\u304c\u6700\u3082\u91cd\u8981\u306a\u30b9\u30ad\u30eb\u306e\u4e00\u3064\u3067\u3059\u3002\u4f01\u696d\u306e\u4e8b\u696d\u30e2\u30c7\u30eb\u3001\u696d\u754c\u52d5\u5411\u3001\u7af6\u5408\u5206\u6790\u306a\u3069\u3092\u7406\u89e3\u3057\u3001\u6280\u8853\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u304c\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024\u306b\u3069\u3046\u7d50\u3073\u4ed8\u304f\u304b\u3092\u8aac\u660e\u3067\u304d\u308b\u80fd\u529b\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p><span class=\"highlight-box\">\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u80fd\u529b\u3082\u6975\u3081\u3066\u91cd\u8981\u3067\u3001\u8907\u6570\u306e\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u3068\u5354\u50cd\u3057\u306a\u304c\u3089DX\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u6210\u529f\u306b\u5c0e\u304f\u529b\u304c\u5fc5\u8981\u3067\u3059\u3002<\/span>\u30a2\u30b8\u30e3\u30a4\u30eb\u958b\u767a\u306e\u77e5\u8b58\u3001\u30ea\u30b9\u30af\u7ba1\u7406\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u8abf\u6574\u3001\u4e88\u7b97\u7ba1\u7406\u306a\u3069\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5168\u4f53\u3092\u4fef\u77b0\u3057\u3066\u7ba1\u7406\u3059\u308b\u80fd\u529b\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u306f\u7279\u306b\u91cd\u8996\u3055\u308c\u308b\u8981\u7d20\u3067\u3059\u3002\u6280\u8853\u7684\u306a\u5185\u5bb9\u3092\u975e\u6280\u8853\u7cfb\u306e\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u306b\u5206\u304b\u308a\u3084\u3059\u304f\u4f1d\u3048\u308b\u529b\u3001\u7570\u306a\u308b\u90e8\u9580\u9593\u306e\u8abf\u6574\u3092\u884c\u3046\u529b\u3001\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u306a\u3069\u3001\u591a\u69d8\u306a\u76f8\u624b\u3068\u52b9\u679c\u7684\u306b\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u53d6\u308b\u6280\u8853\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u554f\u984c\u89e3\u6c7a\u80fd\u529b\u3082\u91cd\u8981\u306a\u30d3\u30b8\u30cd\u30b9\u30b9\u30ad\u30eb\u3067\u3059\u3002\u8907\u96d1\u306a\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u3092\u5206\u6790\u3057\u3001\u6280\u8853\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u89e3\u6c7a\u7b56\u3092\u63d0\u6848\u3059\u308b\u80fd\u529b\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u8ad6\u7406\u7684\u601d\u8003\u529b\u3001\u5275\u9020\u6027\u3001\u6279\u5224\u7684\u601d\u8003\u529b\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u9769\u65b0\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u751f\u307f\u51fa\u3059\u529b\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p class=\"custom-box\">\u6280\u8853\u3068\u30d3\u30b8\u30cd\u30b9\u306e\u4e21\u65b9\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u771f\u306b\u4fa1\u5024\u306e\u3042\u308bDX\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308c\u307e\u3059\u3002\u30d0\u30e9\u30f3\u30b9\u826f\u304f\u30b9\u30ad\u30eb\u3092\u78e8\u3044\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AE%E3%82%AD%E3%83%A3%E3%83%AA%E3%82%A2%E3%83%91%E3%82%B9%E3%81%A8%E5%B0%86%E6%9D%A5%E6%80%A7\"><\/span>DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30ad\u30e3\u30ea\u30a2\u30d1\u30b9\u3068\u5c06\u6765\u6027<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30ad\u30e3\u30ea\u30a2\u30d1\u30b9\u306f\u591a\u69d8\u6027\u306b\u5bcc\u3093\u3067\u304a\u308a\u3001\u500b\u4eba\u306e\u5fd7\u5411\u3084\u5f37\u307f\u306b\u5fdc\u3058\u3066\u69d8\u3005\u306a\u65b9\u5411\u6027\u3092\u9078\u629e\u3067\u304d\u307e\u3059\u3002\u6280\u8853\u5c02\u9580\u5bb6\u3068\u3057\u3066\u6df1\u5800\u308a\u3059\u308b\u30c6\u30af\u30cb\u30ab\u30eb\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7ba1\u7406\u306b\u7279\u5316\u3059\u308bDX\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3001\u6226\u7565\u7acb\u6848\u306b\u643a\u308f\u308bDX\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\u306a\u3069\u3001\u8907\u6570\u306e\u9053\u7b4b\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<\/p>\n<p>\u30c6\u30af\u30cb\u30ab\u30eb\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u306e\u9053\u3067\u306f\u3001AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u3001\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u3044\u3063\u305f\u5c02\u9580\u6027\u306e\u9ad8\u3044\u30dd\u30b8\u30b7\u30e7\u30f3\u3092\u76ee\u6307\u305b\u307e\u3059\u3002<span 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class=\"ez-toc-section\" id=\"DX%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%81%AE%E5%B9%B3%E5%9D%87%E5%B9%B4%E5%8F%8E%E3%81%A8%E5%BE%85%E9%81%87\"><\/span>DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5e73\u5747\u5e74\u53ce\u3068\u5f85\u9047<span 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class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306a\u308b\u305f\u3081\u306e\u52b9\u679c\u7684\u306a\u5b66\u7fd2\u65b9\u6cd5\u3068\u3057\u3066\u3001\u307e\u305a\u57fa\u790e\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u306e\u7fd2\u5f97\u304b\u3089\u59cb\u3081\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002Python\u3001JavaScript\u3001SQL\u3068\u3044\u3063\u305f\u8a00\u8a9e\u306f\u591a\u304f\u306eDX\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u6d3b\u7528\u3055\u308c\u308b\u305f\u3081\u3001\u512a\u5148\u7684\u306b\u5b66\u7fd2\u3059\u3079\u304d\u3067\u3059\u3002\u30aa\u30f3\u30e9\u30a4\u30f3\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3084\u66f8\u7c4d\u3092\u6d3b\u7528\u3057\u3066\u3001\u5b9f\u969b\u306b\u30b3\u30fc\u30c9\u3092\u66f8\u304d\u306a\u304c\u3089\u7406\u89e3\u3092\u6df1\u3081\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u30af\u30e9\u30a6\u30c9\u6280\u8853\u306e\u5b66\u7fd2\u306b\u306f\u3001\u5404\u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u304c\u63d0\u4f9b\u3059\u308b\u516c\u5f0f\u306e\u5b66\u7fd2\u30ea\u30bd\u30fc\u30b9\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u52b9\u679c\u7684\u3067\u3059\u3002AWS\u3001Azure\u3001GCP\u305d\u308c\u305e\u308c\u306b\u7121\u6599\u67a0\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5b9f\u969b\u306b\u30b5\u30fc\u30d3\u30b9\u3092\u89e6\u308a\u306a\u304c\u3089\u5b66\u7fd2\u3067\u304d\u307e\u3059\u3002<span 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class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u6c42\u4eba\u3092\u52b9\u7387\u7684\u306b\u898b\u3064\u3051\u308b\u305f\u3081\u306b\u306f\u3001\u8907\u6570\u306e\u30c1\u30e3\u30cd\u30eb\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u4e00\u822c\u7684\u306a\u8ee2\u8077\u30b5\u30a4\u30c8\u3060\u3051\u3067\u306a\u304f\u3001IT\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u5c02\u9580\u306e\u8ee2\u8077\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u5c02\u9580\u6027\u306e\u9ad8\u3044\u6c42\u4eba\u60c5\u5831\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>LinkedIn\u3001Wantedly\u3001Green\u3001\u30d3\u30ba\u30ea\u30fc\u30c1\u3068\u3044\u3063\u305f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u4f01\u696d\u5074\u304b\u3089\u306e\u76f4\u63a5\u30b9\u30ab\u30a6\u30c8\u3092\u53d7\u3051\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3092\u5145\u5b9f\u3055\u305b\u3001DX\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u306e\u30b9\u30ad\u30eb\u3084\u5fd7\u5411\u3092\u660e\u78ba\u306b\u8a18\u8f09\u3059\u308b\u3053\u3068\u3067\u3001\u9069\u5207\u306a\u6a5f\u4f1a\u3068\u306e\u30de\u30c3\u30c1\u30f3\u30b0\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<span 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class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>DX\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u6700\u3082\u6d3b\u8e8d\u3057\u3066\u3044\u308b\u696d\u754c\u306e\u4e00\u3064\u304c\u91d1\u878d\u696d\u754c\u3067\u3059\u3002\u9280\u884c\u3001\u4fdd\u967a\u4f1a\u793e\u3001\u8a3c\u5238\u4f1a\u793e\u306a\u3069\u3067\u306f\u3001\u30c7\u30b8\u30bf\u30eb\u6c7a\u6e08\u30b7\u30b9\u30c6\u30e0\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u30d0\u30f3\u30ad\u30f3\u30b0\u3001AI\u3092\u6d3b\u7528\u3057\u305f\u30ea\u30b9\u30af\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u3001\u9769\u65b0\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u306e\u958b\u767a\u304c\u6d3b\u767a\u306b\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u898f\u5236\u304c\u53b3\u3057\u3044\u696d\u754c\u3067\u3042\u308b\u305f\u3081\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u306b\u95a2\u3059\u308b\u6df1\u3044\u77e5\u8b58\u3082\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u88fd\u9020\u696d\u754c\u3067\u3082DX\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9700\u8981\u304c\u6025\u901f\u306b\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002IoT\u30bb\u30f3\u30b5\u30fc\u3092\u6d3b\u7528\u3057\u305f\u751f\u7523\u30e9\u30a4\u30f3\u6700\u9069\u5316\u3001AI\u306b\u3088\u308b\u54c1\u8cea\u691c\u67fb\u81ea\u52d5\u5316\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u9ad8\u5ea6\u5316\u306a\u3069\u3001Industry 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