{"id":1418,"date":"2026-03-16T18:28:08","date_gmt":"2026-03-16T09:28:08","guid":{"rendered":"https:\/\/librus.co.jp\/it_career\/?p=1418"},"modified":"2026-03-16T18:33:10","modified_gmt":"2026-03-16T09:33:10","slug":"%e3%83%87%e3%83%bc%e3%82%bf%e3%82%a2%e3%83%8a%e3%83%aa%e3%82%b9%e3%83%88%e3%81%ae%e4%bb%95%e4%ba%8b%e5%86%85%e5%ae%b9%e3%81%a8%e3%81%af%ef%bc%9f%e5%bf%85%e8%a6%81%e3%82%b9%e3%82%ad%e3%83%ab%e3%83%bb","status":"publish","type":"post","link":"https:\/\/librus.co.jp\/it_career\/article\/1418","title":{"rendered":"\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u4ed5\u4e8b\u5185\u5bb9\u3068\u306f\uff1f\u5fc5\u8981\u30b9\u30ad\u30eb\u30fb\u5e74\u53ce\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u306e\u9055\u3044\u3092\u89e3\u8aac"},"content":{"rendered":"\n<p>\u300c\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3063\u3066\u3069\u3093\u306a\u4ed5\u4e8b\uff1f\u300d\u300c\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3068\u306f\u4f55\u304c\u9055\u3046\u306e\uff1f\u300d\u2014\u2014\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u304c\u5f53\u305f\u308a\u524d\u3068\u306a\u3063\u305f\u73fe\u4ee3\u3001<b>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8<\/b>\u306f\u30d3\u30b8\u30cd\u30b9\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u3048\u308b\u91cd\u8981\u306a\u8077\u7a2e\u3068\u3057\u3066\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u4ed5\u4e8b\u5185\u5bb9\u30fb\u5fc5\u8981\u30b9\u30ad\u30eb\u30fb\u5e74\u53ce\u30fb\u5c06\u6765\u6027\u3092\u5fb9\u5e95\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n<h2>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u3068\u306f\u2014\u2014\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3066\u30d3\u30b8\u30cd\u30b9\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u63f4\u3059\u308b\u5c02\u9580\u5bb6<\/h2>\n<p><b>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8<\/b>\u3068\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u30fb\u6574\u7406\u30fb\u5206\u6790\u3057\u3001\u308f\u304b\u308a\u3084\u3059\u304f\u53ef\u8996\u5316\u30fb\u5831\u544a\u3059\u308b\u3053\u3068\u3067\u3001\u7d4c\u55b6\u5c64\u3084\u4e8b\u696d\u90e8\u9580\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u5c02\u9580\u5bb6\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u4e2d\u5fc3\u306b\u6271\u3046\u306e\u306b\u5bfe\u3057\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306f<b>BI\u30c4\u30fc\u30eb\u3084SQL\u3092\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u4f5c\u6210\u30fbKPI\u7ba1\u7406<\/b>\u304c\u4e2d\u5fc3\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<table style=\"width:100%;border-collapse:collapse;margin:20px 0;\">\n<thead><tr style=\"background-color:#1a73e8;color:#fff;\"><th style=\"padding:10px;border:1px solid #ddd;\">\u8077\u7a2e\u6bd4\u8f03<\/th><th style=\"padding:10px;border:1px solid #ddd;\">\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8<\/th><th style=\"padding:10px;border:1px solid #ddd;\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/th><\/tr><\/thead>\n<tbody>\n<tr style=\"background-color:#f9f9f9;\"><td style=\"padding:10px;border:1px solid #ddd;\"><b>\u4e3b\u306a\u696d\u52d9<\/b><\/td><td style=\"padding:10px;border:1px solid #ddd;\">\u30c7\u30fc\u30bf\u96c6\u8a08\u30fb\u53ef\u8996\u5316\u30fb\u30ec\u30dd\u30fc\u30c8\u30fbKPI\u5206\u6790<\/td><td style=\"padding:10px;border:1px solid #ddd;\">\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u69cb\u7bc9\u30fb\u4e88\u6e2c\u5206\u6790\u30fbAI\u958b\u767a<\/td><\/tr>\n<tr><td style=\"padding:10px;border:1px solid #ddd;\"><b>\u4e3b\u306a\u30c4\u30fc\u30eb<\/b><\/td><td style=\"padding:10px;border:1px solid #ddd;\">SQL\u30fbExcel\u30fbTableau\u30fbPower BI\u30fbPython<\/td><td style=\"padding:10px;border:1px solid #ddd;\">Python\u30fbR\u30fbTensorFlow\u30fbscikit-learn<\/td><\/tr>\n<tr style=\"background-color:#f9f9f9;\"><td style=\"padding:10px;border:1px solid #ddd;\"><b>\u5fc5\u8981\u306a\u6570\u5b66\u77e5\u8b58<\/b><\/td><td style=\"padding:10px;border:1px solid #ddd;\">\u57fa\u790e\u7d71\u8a08\u30fb\u8a18\u8ff0\u7d71\u8a08<\/td><td style=\"padding:10px;border:1px solid #ddd;\">\u7d71\u8a08\u5b66\u30fb\u7dda\u5f62\u4ee3\u6570\u30fb\u78ba\u7387\u8ad6<\/td><\/tr>\n<tr><td style=\"padding:10px;border:1px solid #ddd;\"><b>\u306a\u308a\u3084\u3059\u3055<\/b><\/td><td style=\"padding:10px;border:1px solid #ddd;\">\u6bd4\u8f03\u7684\u306a\u308a\u3084\u3059\u3044\uff08\u6587\u7cfb\u3082\u53ef\uff09<\/td><td style=\"padding:10px;border:1px solid #ddd;\">\u7406\u7cfb\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u304c\u591a\u3044<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n<h2>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u4ed5\u4e8b\u5185\u5bb9\u2014\u2014\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u5206\u6790\u30fb\u53ef\u8996\u5316\u30fb\u5831\u544a\u3092\u62c5\u3046<\/h2>\n<h3>\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u30af\u30ec\u30f3\u30b8\u30f3\u30b0<\/h3>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30fbWeb\u30b5\u30a4\u30c8\u306e\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u30fbCRM\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u69d8\u3005\u306a\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3001<b>SQL\u3092\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u62bd\u51fa\u30fb\u524d\u51e6\u7406\u30fb\u30af\u30ec\u30f3\u30b8\u30f3\u30b0<\/b>\u3092\u884c\u3044\u307e\u3059\u3002\u5206\u6790\u306e\u8cea\u306f\u30c7\u30fc\u30bf\u306e\u8cea\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3001\u3053\u306e\u5de5\u7a0b\u306f\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u96c6\u8a08<\/h3>\n<p>\u53ce\u96c6\u3057\u305f\u30c7\u30fc\u30bf\u3092\u96c6\u8a08\u30fb\u7d71\u8a08\u5206\u6790\u3057\u307e\u3059\u3002\u58f2\u4e0a\u30c8\u30ec\u30f3\u30c9\u306e\u5206\u6790\u30fb\u9867\u5ba2\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u30fb\u65bd\u7b56\u52b9\u679c\u6e2c\u5b9a\uff08A\/B\u30c6\u30b9\u30c8\u5206\u6790\uff09\u30fb<b>KPI\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u8a2d\u8a08\u30fb\u7ba1\u7406<\/b>\u306a\u3069\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n<h3>\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30fb\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0<\/h3>\n<p>Tableau\u3084Power BI\u306a\u3069\u306e<b>BI\u30c4\u30fc\u30eb<\/b>\u3092\u4f7f\u3063\u3066\u3001\u5206\u6790\u7d50\u679c\u3092\u308f\u304b\u308a\u3084\u3059\u3044\u30b0\u30e9\u30d5\u30fb\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u3057\u3066\u53ef\u8996\u5316\u3057\u307e\u3059\u3002\u7d4c\u55b6\u5c64\u30fb\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u90e8\u9580\u306a\u3069\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3082\u4f1d\u308f\u308b\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u80fd\u529b\u3082\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<h3>\u610f\u601d\u6c7a\u5b9a\u652f\u63f4\u30fb\u8ab2\u984c\u63d0\u8a00<\/h3>\n<p>\u5206\u6790\u7d50\u679c\u3092\u3082\u3068\u306b\u300c\u4f55\u304c\u554f\u984c\u304b\u300d\u300c\u3069\u3046\u6539\u5584\u3059\u3079\u304d\u304b\u300d\u3092\u63d0\u8a00\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f<b>\u8ab2\u984c\u7279\u5b9a\u3068\u6539\u5584\u65bd\u7b56\u306e\u63d0\u6848<\/b>\u304c\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u6700\u5927\u306e\u4fa1\u5024\u3067\u3059\u3002<\/p>\n\n\n<h2>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306b\u5fc5\u8981\u306a\u30b9\u30ad\u30eb\u3068\u8cc7\u683c<\/h2>\n<table style=\"width:100%;border-collapse:collapse;margin:20px 0;\">\n<thead><tr style=\"background-color:#1a73e8;color:#fff;\"><th style=\"padding:10px;border:1px solid #ddd;\">\u30b9\u30ad\u30eb\u5206\u91ce<\/th><th style=\"padding:10px;border:1px solid #ddd;\">\u5177\u4f53\u7684\u306a\u6280\u8853\u30fb\u77e5\u8b58<\/th><\/tr><\/thead>\n<tbody>\n<tr style=\"background-color:#f9f9f9;\"><td style=\"padding:10px;border:1px solid #ddd;\"><b>SQL<\/b><\/td><td style=\"padding:10px;border:1px solid #ddd;\">\u5fc5\u9808\u3002\u30c7\u30fc\u30bf\u62bd\u51fa\u30fb\u96c6\u8a08\u30fbJOIN\u30fb\u30a6\u30a3\u30f3\u30c9\u30a6\u95a2\u6570<\/td><\/tr>\n<tr><td style=\"padding:10px;border:1px solid #ddd;\"><b>Excel\u30fb\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8<\/b><\/td><td style=\"padding:10px;border:1px solid #ddd;\">\u30d4\u30dc\u30c3\u30c8\u30c6\u30fc\u30d6\u30eb\u30fb\u95a2\u6570\u30fb\u30b0\u30e9\u30d5\u4f5c\u6210<\/td><\/tr>\n<tr style=\"background-color:#f9f9f9;\"><td style=\"padding:10px;border:1px solid #ddd;\"><b>BI\u30c4\u30fc\u30eb<\/b><\/td><td style=\"padding:10px;border:1px solid #ddd;\">Tableau\u30fbPower BI\u30fbLooker\u30fbRedash<\/td><\/tr>\n<tr><td style=\"padding:10px;border:1px solid #ddd;\"><b>Python\u30fb\u7d71\u8a08<\/b><\/td><td style=\"padding:10px;border:1px solid #ddd;\">pandas\u30fbNumPy\u30fb\u57fa\u790e\u7d71\u8a08\uff08\u5e73\u5747\u30fb\u5206\u6563\u30fb\u4eee\u8aac\u691c\u5b9a\uff09<\/td><\/tr>\n<tr style=\"background-color:#f9f9f9;\"><td style=\"padding:10px;border:1px solid #ddd;\"><b>\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u80fd\u529b<\/b><\/td><td style=\"padding:10px;border:1px solid #ddd;\">\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u306e\u5206\u6790\u7d50\u679c\u306e\u8aac\u660e\u30fb\u63d0\u8a00\u529b<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n<h2>\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u5e74\u53ce\u76f8\u5834<\/h2>\n<table style=\"width:100%;border-collapse:collapse;margin:20px 0;\">\n<thead><tr style=\"background-color:#1a73e8;color:#fff;\"><th style=\"padding:10px;border:1px solid #ddd;\">\u7d4c\u9a13\u30ec\u30d9\u30eb\u30fb\u96c7\u7528\u5f62\u614b<\/th><th style=\"padding:10px;border:1px solid #ddd;\">\u5e74\u53ce\u76ee\u5b89<\/th><\/tr><\/thead>\n<tbody>\n<tr style=\"background-color:#f9f9f9;\"><td style=\"padding:10px;border:1px solid #ddd;\">\u6b63\u793e\u54e1\u30fb\u30b8\u30e5\u30cb\u30a2<\/td><td style=\"padding:10px;border:1px solid #ddd;\">350\u4e07\u301c500\u4e07\u5186<\/td><\/tr>\n<tr><td style=\"padding:10px;border:1px solid #ddd;\">\u6b63\u793e\u54e1\u30fb\u30df\u30c9\u30eb<\/td><td style=\"padding:10px;border:1px solid #ddd;\">550\u4e07\u301c750\u4e07\u5186<\/td><\/tr>\n<tr style=\"background-color:#f9f9f9;\"><td style=\"padding:10px;border:1px solid #ddd;\">\u6b63\u793e\u54e1\u30fb\u30b7\u30cb\u30a2<\/td><td style=\"padding:10px;border:1px solid #ddd;\">750\u4e07\u301c1,000\u4e07\u5186\u4ee5\u4e0a<\/td><\/tr>\n<tr><td 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