{"id":6990,"date":"2026-06-23T19:08:07","date_gmt":"2026-06-23T10:08:07","guid":{"rendered":"https:\/\/relasic.jp\/contents\/?post_type=column&#038;p=6990"},"modified":"2026-06-23T19:08:08","modified_gmt":"2026-06-23T10:08:08","slug":"%e3%80%8c%e3%82%b3%e3%83%bc%e3%83%87%e3%82%a3%e3%83%b3%e3%82%b0%e3%81%ae%e5%85%88%e3%81%ab%e3%81%82%e3%82%8b%e3%82%ad%e3%83%a3%e3%83%aa%e3%82%a2%e3%80%8d%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%82%a8","status":"publish","type":"column","link":"https:\/\/relasic.jp\/contents\/column\/%e3%80%8c%e3%82%b3%e3%83%bc%e3%83%87%e3%82%a3%e3%83%b3%e3%82%b0%e3%81%ae%e5%85%88%e3%81%ab%e3%81%82%e3%82%8b%e3%82%ad%e3%83%a3%e3%83%aa%e3%82%a2%e3%80%8d%e6%a9%9f%e6%a2%b0%e5%ad%a6%e7%bf%92%e3%82%a8\/","title":{"rendered":"\u300c\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u5148\u306b\u3042\u308b\u30ad\u30e3\u30ea\u30a2\u300d\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u304c2026\u5e74\u306e\u8ee2\u8077\u5e02\u5834\u3067\u5e74\u53ce600\u4e07\u5186\u53f0\u304b\u3089800\u4e07\u5186\u8d85\u306b\u98db\u8e8d\u3059\u308b\u305f\u3081\u306e\u30b9\u30ad\u30eb\u3068\u8077\u52d9\u7d4c\u6b74\u66f8\u30fb\u9762\u63a5\u306e\u5177\u4f53\u7684\u306a\u5bfe\u7b56\u6cd5"},"content":{"rendered":"<!-- \u30a2\u30a4\u30ad\u30e3\u30c3\u30c1\u753b\u50cf\uff08group\u306e\u5916\uff09 -->\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img decoding=\"async\" src=\"\/contents\/assets\/2026\/06\/img13-2.jpg\" alt=\"\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u8ee2\u80772026\u5e74\u7248 AI\u6642\u4ee3\u306b\u8a55\u4fa1\u3055\u308c\u308b\u30b9\u30ad\u30eb\u30fb\u5e74\u53ce\u30fb\u9762\u63a5\u5bfe\u7b56\" class=\"wp-image-xxxx\" style=\"width:730px\"\/><\/figure>\n<\/div>\n\n<!-- \u672c\u6587\u30b0\u30eb\u30fc\u30d7 -->\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n\n<!-- \u30ea\u30fc\u30c9\u6587 -->\n\n<p class=\"wp-block-paragraph\">GitHub Copilot\u3084Cursor\u304c\u300c\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u300d\u884c\u70ba\u3092\u90e8\u5206\u7684\u306b\u5546\u54c1\u5316\u3057\u305f\u73fe\u5728\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5e02\u5834\u4fa1\u5024\u306f\u5b9f\u88c5\u529b\u306e\u5148\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002\u30e2\u30c7\u30eb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u9078\u5b9a\u6839\u62e0\u3092\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u306b\u8aac\u660e\u3067\u304d\u308b\u304b\u3001\u672c\u756a\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u76e3\u8996\u8a2d\u8a08\u3092MLOps\u306e\u6587\u8108\u3067\u8a9e\u308c\u308b\u304b\u3001LLM\u3092\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u30b3\u30a2\u30ed\u30b8\u30c3\u30af\u306b\u7d44\u307f\u8fbc\u3080\u5224\u65ad\u3092\u30d3\u30b8\u30cd\u30b9\u8981\u4ef6\u304b\u3089\u9006\u7b97\u3067\u304d\u308b\u304b\u2014\u2014\u63a1\u7528\u4f01\u696d\u304c\u7cbe\u67fb\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u3053\u306e\u968e\u5c64\u306e\u8a71\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><mark style=\"background-color:#fcf100\" class=\"has-inline-color\">\u672c\u8a18\u4e8b\u3067\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u6b63\u793e\u54e1\u6c42\u4eba\u306e\u52d5\u5411\u30c7\u30fc\u30bf\u3068\u8ee2\u8077\u652f\u63f4\u306e\u5b9f\u52d9\u77e5\u898b\u3092\u3082\u3068\u306b\u30012026\u5e74\u6642\u70b9\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u8ee2\u8077\u5e02\u5834\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002\u5e74\u53ce\u30c6\u30fc\u30d6\u30eb\u30fb\u8077\u52d9\u7d4c\u6b74\u66f8\u306e\u69cb\u9020\u30fb\u6280\u8853\u9762\u63a5\u3067\u554f\u308f\u308c\u308b\u8a2d\u8a08\u5224\u65ad\u307e\u3067\u3001\u5b9f\u52d9\u7d4c\u9a133\u5e74\u4ee5\u4e0a\u306e\u65b9\u304c\u30ad\u30e3\u30ea\u30a2\u3092\u518d\u8a2d\u8a08\u3059\u308b\u969b\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u7db2\u7f85\u3057\u3066\u3044\u307e\u3059\u3002<\/mark><\/p>\n\n\n<!-- CV\u753b\u50cf\uff08\u30ea\u30fc\u30c9\u6587\u5f8c\u30fb500px\uff09 -->\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/relasic.jp\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img decoding=\"async\" src=\"\/contents\/assets\/2026\/04\/img_cv.png\" alt=\"\u30ea\u30e9\u30b7\u30af \u4f1a\u54e1\u767b\u9332\u306f\u3053\u3061\u3089\" class=\"wp-image-xxxx\" style=\"width:500px\"\/><\/a><\/figure>\n<\/div>\n\n<!-- \u3053\u306e\u8a18\u4e8b\u306e\u30dd\u30a4\u30f3\u30c8 -->\n\n<div class=\"wp-block-group has-border-color has-background\" style=\"background-color:#e8f4fd;border-color:#b3d9f7;border-width:1px;border-radius:0px;padding-top:20px;padding-right:24px;padding-bottom:20px;padding-left:24px;margin-top:10px;margin-bottom:10px\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-container-core-group-is-layout-d366bf2e wp-block-group-is-layout-constrained\">\n\n<p class=\"wp-block-paragraph\" style=\"font-weight:700\">\u3053\u306e\u8a18\u4e8b\u306e\u30dd\u30a4\u30f3\u30c8<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>\u63a1\u7528\u8a55\u4fa1\u306e\u8ef8\u304c\u300c\u5b9f\u88c5\u529b\u300d\u304b\u3089\u300c\u8a2d\u8a08\u5224\u65ad\u529b\uff0b\u30d3\u30b8\u30cd\u30b9\u63a5\u7d9a\u529b\u300d\u3078\u3068\u30b7\u30d5\u30c8\u3057\u3066\u3044\u307e\u3059\u3002MLOps\u30fbLLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u8a2d\u8a08\u30fb\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u7d4c\u9a13\u304c\u3001\u5e74\u53ce\u30ec\u30f3\u30b8\u3092600\u301c700\u4e07\u5186\u5e2f\u304b\u3089800\u4e07\u5186\u8d85\u3078\u5f15\u304d\u4e0a\u3052\u308b\u4e3b\u56e0\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n<li>\u539a\u751f\u52b4\u50cd\u7701\uff08\u4ee4\u548c6\u5e74\uff09\u306e\u30c7\u30fc\u30bf\u3067\u306f\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5168\u56fd\u5e73\u5747\u5e74\u53ce\u306f628.9\u4e07\u5186\u3067\u3059\u304c\u3001RAG\u8a2d\u8a08\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fbML\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306eCI\/CD\u6574\u5099\u307e\u3067\u62c5\u5f53\u3067\u304d\u308b\u5c64\u3067\u306f1,000\u4e07\u5186\u8d85\u306e\u6c42\u4eba\u3082\u5b9f\u614b\u3068\u3057\u3066\u5b58\u5728\u3057\u307e\u3059\u3002<\/li>\n\n\n<li>\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u6b63\u793e\u54e1\u6c42\u4eba\u306e\u62e1\u5927\u306b\u3088\u308a\u3001\u5927\u624b\u4e8b\u696d\u4f1a\u793e\u30fbAI\u5c02\u696d\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3078\u306e\u8ee2\u8077\u306b\u304a\u3044\u3066\u5c45\u4f4f\u5730\u306f\u5b9f\u8cea\u7684\u306a\u5236\u7d04\u3067\u306a\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n<\/div><\/div>\n\n\n<!-- \u76ee\u6b21 -->\n\n<div class=\"wp-block-group has-border-color has-white-background-color has-background\" style=\"border-color:#1a365d;border-width:1px;border-radius:0px;padding-top:24px;padding-right:28px;padding-bottom:24px;padding-left:28px\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-container-core-group-is-layout-bba1aa89 wp-block-group-is-layout-constrained\">\n\n<p class=\"wp-block-paragraph\" style=\"font-weight:700\">\u76ee\u6b21<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:0px;margin-bottom:8px\"><a href=\"#section1\">1. \u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306f\u2014\u2014\u8ee2\u8077\u5e02\u5834\u3067\u306e\u5b9a\u7fa9\u3068\u96a3\u63a5\u8077\u7a2e\u3068\u306e\u9055\u3044<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section2\">2. 2026\u5e74\u306e\u8ee2\u8077\u5e02\u5834\u2014\u2014\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9700\u7d66\u3068\u5e74\u53ce\u306e\u5b9f\u614b<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section3\">3. AI\u6642\u4ee3\u306b\u8a55\u4fa1\u3055\u308c\u308b\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u6761\u4ef6\u2014\u2014\u30d7\u30e9\u30b9\u03b1\u3068\u306f\u4f55\u304b<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section4\">4. \u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8ee2\u8077\u30b9\u30c6\u30c3\u30d7\u2014\u2014\u6e96\u5099\u304b\u3089\u5185\u5b9a\u307e\u3067<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section5\">5. \u672a\u7d4c\u9a13\u304b\u3089\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u2014\u2014\u8ee2\u8077\u306f\u53ef\u80fd\u304b<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section6\">6. \u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u6c42\u4eba\u3092\u6d3b\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:0px\"><a href=\"#section7\">7. \u307e\u3068\u3081\uff1a\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u8ee2\u8077\u3067\u62bc\u3055\u3048\u3066\u304a\u304d\u305f\u3044\u3053\u3068<\/a><\/p>\n\n\n<\/div><\/div>\n\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f31 ===== -->\n\n<h2 id=\"section1\" class=\"wp-block-heading\">1. \u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306f\u2014\u2014\u8ee2\u8077\u5e02\u5834\u3067\u306e\u5b9a\u7fa9\u3068\u96a3\u63a5\u8077\u7a2e\u3068\u306e\u9055\u3044<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" src=\"\/contents\/assets\/2026\/06\/img9-3.jpg\" alt=\"\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u8ee2\u8077\u5e02\u5834\u3067\u8a55\u4fa1\u3055\u308c\u308b\u30a4\u30e1\u30fc\u30b8\" class=\"wp-image-xxxx\" style=\"object-fit:cover;width:750px;height:420px\"\/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\uff08ML\u30a8\u30f3\u30b8\u30cb\u30a2\uff09\u3068\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30fb\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u6280\u8853\u3092\u6d3b\u7528\u3057\u3066AI\u30e2\u30c7\u30eb\u3092\u8a2d\u8a08\u30fb\u958b\u767a\u30fb\u5b9f\u88c5\u30fb\u904b\u7528\u3059\u308b\u5c02\u9580\u8077\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u5206\u6790\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u91cd\u70b9\u3092\u7f6e\u304f\u306e\u306b\u5bfe\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u30e2\u30c7\u30eb\u306e\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30b7\u30b9\u30c6\u30e0\u5b9f\u88c5\uff08API\u5316\u3001\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9\u3001MLOps\uff09\u306b\u91cd\u70b9\u3092\u7f6e\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-white-background-color has-background\"><tbody>\n<tr><td><strong>\u8077\u7a2e<\/strong><\/td><td><strong>\u4e3b\u306a\u5f79\u5272<\/strong><\/td><td><strong>\u8ee2\u8077\u6642\u306b\u554f\u308f\u308c\u308b\u4e3b\u306a\u30b9\u30ad\u30eb<\/strong><\/td><\/tr>\n<tr><td>\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2<\/td><td>ML\u30e2\u30c7\u30eb\u306e\u30b7\u30b9\u30c6\u30e0\u5b9f\u88c5\u30fbMLOps\u30fb\u672c\u756a\u904b\u7528<\/td><td>Python\u3001ML\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3001\u30af\u30e9\u30a6\u30c9\u3001\u8a2d\u8a08\u5224\u65ad\u529b<\/td><\/tr>\n<tr><td>\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/td><td>\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u30e2\u30c7\u30eb\u69cb\u7bc9\u30fb\u30d3\u30b8\u30cd\u30b9\u4eee\u8aac\u691c\u8a3c<\/td><td>\u7d71\u8a08\u3001SQL\u3001\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u3078\u306e\u7ffb\u8a33\u529b<\/td><\/tr>\n<tr><td>AI\u30a8\u30f3\u30b8\u30cb\u30a2\uff08\u5e83\u7fa9\uff09<\/td><td>NLP\u30fb\u753b\u50cf\u8a8d\u8b58\u30fb\u97f3\u58f0\u306a\u3069\u5e45\u5e83\u3044AI\u958b\u767a<\/td><td>\u30c9\u30e1\u30a4\u30f3\u5225AI\u6280\u8853\u3001LLM\u6d3b\u7528\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08<\/td><\/tr>\n<tr><td>MLOps\u30a8\u30f3\u30b8\u30cb\u30a2<\/td><td>ML\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u81ea\u52d5\u5316\u30fb\u76e3\u8996\u30fbCI\/CD\u6574\u5099<\/td><td>Kubernetes\u3001MLflow\/Kubeflow\u3001\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n<!-- \u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044 -->\n<p class=\"wp-block-paragraph\" style=\"background: white;border-radius: 7px;padding: 20px;line-height: 30px;\"><img decoding=\"async\" draggable=\"false\" role=\"img\" class=\"emoji\" alt=\"\ud83d\udcd6\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/17.0.2\/svg\/1f4d6.svg\"> <strong>\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/strong>\uff5c<a href=\"https:\/\/relasic.jp\/contents\/column\/ai-engineer\/\" target=\"_blank\" rel=\"noopener\" style=\"display: block;font-size: 18px;font-weight: bold;\">\u30102026\u5e74\u6700\u65b0\u3011AI\u30a8\u30f3\u30b8\u30cb\u30a2\u6c42\u4eba\u306e\u5168\u8c8c\uff5c\u5e74\u53ce\u30fb\u30b9\u30ad\u30eb\u30fb\u8ee2\u8077\u6226\u7565<\/a>\n<\/p>\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f32 ===== -->\n\n<h2 id=\"section2\" class=\"wp-block-heading\">2. 2026\u5e74\u306e\u8ee2\u8077\u5e02\u5834\u2014\u2014\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9700\u7d66\u3068\u5e74\u53ce\u306e\u5b9f\u614b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u539a\u751f\u52b4\u50cd\u7701\u306e\u8077\u696d\u60c5\u5831\u63d0\u4f9b\u30b5\u30a4\u30c8\uff08job tag\uff09\u306b\u3088\u308b\u3068\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5168\u56fd\u5e73\u5747\u5e74\u53ce\u306f628.9\u4e07\u5186\uff08\u4ee4\u548c6\u5e74\u6642\u70b9\uff09\u3067\u3059<sup>\uff0a1<\/sup>\u3002\u60c5\u5831\u51e6\u7406\u30fb\u901a\u4fe1\u6280\u8853\u8005\u306e\u6709\u52b9\u6c42\u4eba\u500d\u7387\u306f1.59\u500d\uff08\u539a\u751f\u52b4\u50cd\u7701\u3001\u4ee4\u548c7\u5e7411\u6708\uff09\u3068\u3001\u5168\u8077\u7a2e\u5e73\u57471.18\u500d\u3092\u5927\u304d\u304f\u4e0a\u56de\u3063\u3066\u3044\u307e\u3059<sup>\uff0a2<\/sup>\u3002\u7d4c\u6e08\u7523\u696d\u7701\u306e\u300cIT\u4eba\u6750\u9700\u7d66\u306b\u95a2\u3059\u308b\u8abf\u67fb\u300d\uff082019\u5e74\u516c\u8868\uff09\u3067\u306f\u3001IT\u4eba\u6750\u306e\u4e0d\u8db3\u6570\u306f2030\u5e74\u306b\u6700\u5927\u7d0479\u4e07\u4eba\u306b\u9054\u3059\u308b\u3068\u8a66\u7b97\u3055\u308c\u3066\u3044\u307e\u3059<sup>\uff0a3<\/sup>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-white-background-color has-background\"><tbody>\n<tr><td><strong>\u7d4c\u9a13\u5e74\u6570<\/strong><\/td><td><strong>\u5e74\u53ce\u76ee\u5b89\uff08\u6b63\u793e\u54e1\uff09<\/strong><\/td><td><strong>\u4e3b\u306a\u7279\u5fb4\u30fb\u8a55\u4fa1\u30dd\u30a4\u30f3\u30c8<\/strong><\/td><\/tr>\n<tr><td>\u672a\u7d4c\u9a13\u301c2\u5e74<\/td><td>400\u4e07\u301c550\u4e07\u5186<\/td><td>Python\u57fa\u790e\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u7fd2\u5f97\u6bb5\u968e<\/td><\/tr>\n<tr><td>3\u301c7\u5e74\uff08\u4e2d\u5805\uff09<\/td><td>600\u4e07\u301c900\u4e07\u5186<\/td><td>\u30e2\u30c7\u30eb\u958b\u767a\u301c\u672c\u756a\u904b\u7528\u307e\u3067\u62c5\u5f53\u3002LLM\u6d3b\u7528\u304c\u52a0\u70b9\u8981\u7d20<\/td><\/tr>\n<tr><td>8\u5e74\u4ee5\u4e0a\uff08\u30b7\u30cb\u30a2\uff09<\/td><td>900\u4e07\u301c1,500\u4e07\u5186\u4ee5\u4e0a<\/td><td>\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u30fbMLOps\u30fb\u30c1\u30fc\u30e0\u30ea\u30fc\u30c9<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#888888;font-size:12px\">\u51fa\u5178\uff1a\u539a\u751f\u52b4\u50cd\u7701 \u8077\u696d\u60c5\u5831\u63d0\u4f9b\u30b5\u30a4\u30c8\uff08job tag\uff09\u300cAI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8077\u696d\u8a73\u7d30\u300d\uff08\u4ee4\u548c6\u5e74\uff09\u3001\u8ee2\u8077\u5e02\u5834\u8abf\u67fb\uff08\u7de8\u96c6\u90e8\u8abf\u3079\uff09\u3092\u3082\u3068\u306b\u4f5c\u6210<\/p>\n\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f33 ===== -->\n\n<h2 id=\"section3\" class=\"wp-block-heading\">3. AI\u6642\u4ee3\u306b\u8a55\u4fa1\u3055\u308c\u308b\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u6761\u4ef6\u2014\u2014\u30d7\u30e9\u30b9\u03b1\u3068\u306f\u4f55\u304b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">2026\u5e74\u73fe\u5728\u3001\u63a1\u7528\u4f01\u696d\u304c\u300c\u30b3\u30fc\u30c9\u3092\u66f8\u3051\u308b\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u300d\u3060\u3051\u3092\u6c42\u3081\u3066\u3044\u305f\u6642\u4ee3\u306f\u5909\u308f\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002GitHub Copilot\u3084Cursor\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u751f\u6210AI\u30c4\u30fc\u30eb\u306e\u666e\u53ca\u3067\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u4f5c\u696d\u306e\u4e00\u90e8\u304c\u81ea\u52d5\u5316\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3067\u3059\u3002\u63a1\u7528\u62c5\u5f53\u8005\u304c\u4eca\u3001\u7279\u306b\u8a55\u4fa1\u3057\u3066\u3044\u308b\u306e\u306f\u6b21\u306e3\u3064\u306e\u30d7\u30e9\u30b9\u03b1\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"section3-1\" class=\"wp-block-heading\">1. \u4f01\u753b\u30fb\u30d3\u30b8\u30cd\u30b9\u63a5\u7d9a\u529b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u300c\u4f5c\u308c\u308b\u3053\u3068\u300d\u3068\u3001\u300c\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u306b\u7d50\u3073\u3064\u3051\u3089\u308c\u308b\u3053\u3068\u300d\u306f\u5225\u306e\u8a71\u3067\u3059\u3002\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u304b\u3089\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u3084\u30d3\u30b8\u30cd\u30b9\u30b5\u30a4\u30c9\u3068\u5354\u8b70\u3057\u3001\u300c\u4f55\u3092\u89e3\u304f\u305f\u3081\u306e\u30e2\u30c7\u30eb\u304b\u300d\u3092\u81ea\u5206\u3067\u5b9a\u7fa9\u3067\u304d\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u5e02\u5834\u4fa1\u5024\u304c\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u8ee2\u8077\u3092\u691c\u8a0e\u3055\u308c\u308b\u969b\u306f\u3001\u904e\u53bb\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u300c\u3069\u3093\u306a\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u3069\u3093\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u3057\u305f\u304b\u300d\u3092\u8a00\u8a9e\u5316\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"section3-2\" class=\"wp-block-heading\">2. MLOps\u30fb\u30af\u30e9\u30a6\u30c9\u904b\u7528\u30b9\u30ad\u30eb<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u3092\u672c\u756a\u74b0\u5883\u306b\u6301\u3061\u8fbc\u3080\u300cMLOps\u300d\u306e\u77e5\u8b58\u306f\u30012026\u5e74\u6642\u70b9\u3067\u7279\u306b\u9700\u8981\u304c\u9ad8\u3044\u9818\u57df\u3067\u3059\u3002AWS SageMaker\u30fbGoogle Cloud Vertex AI\u30fbAzure ML\u306a\u3069\u306e\u30af\u30e9\u30a6\u30c9ML\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9\u7d4c\u9a13\u306e\u3042\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u63a1\u7528\u4f01\u696d\u304b\u3089\u306e\u5f15\u304d\u5408\u3044\u304c\u5f37\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u30e2\u30c7\u30eb\u3092\u4f5c\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u7d99\u7d9a\u7684\u306b\u76e3\u8996\u30fb\u6539\u5584\u3059\u308b\u30b5\u30a4\u30af\u30eb\u3092\u56de\u305b\u308b\u4eba\u6750\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"section3-3\" class=\"wp-block-heading\">3. LLM\u6d3b\u7528\u30fbAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a2d\u8a08<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u69cb\u7bc9\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30fbLangChain\u3092\u4f7f\u3063\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306f\u30012026\u5e74\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u8ee2\u8077\u306b\u304a\u3044\u3066\u3001\u4ed6\u306e\u5019\u88dc\u8005\u3068\u306e\u5dee\u5225\u5316\u306b\u76f4\u7d50\u3059\u308b\u30b9\u30ad\u30eb\u3067\u3059\u3002\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u7d4c\u9a13\u304c\u3042\u308c\u3070\u3055\u3089\u306b\u6709\u5229\u3067\u3059\u3002\u300cLLM\u3092\u6d3b\u7528\u3067\u304d\u308b\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u300d\u306f\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u304b\u3089\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u307e\u3067\u3001\u5e45\u5e83\u3044\u4f01\u696d\u304b\u3089\u9ad8\u3044\u8a55\u4fa1\u3092\u53d7\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-white-background-color has-background\"><tbody>\n<tr><td><strong>\u6bd4\u8f03\u9805\u76ee<\/strong><\/td><td><strong>\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u307f<\/strong><\/td><td><strong>\u30d7\u30e9\u30b9\u03b1\u30b9\u30ad\u30eb\u4fdd\u6709<\/strong><\/td><\/tr>\n<tr><td>\u63a1\u7528\u66f8\u985e\u901a\u904e\u7387<\/td><td>\u6a19\u6e96\u7684<\/td><td>\u9ad8\u3044\uff08\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u5dee\u7570\u5316\uff09<\/td><\/tr>\n<tr><td>\u60f3\u5b9a\u5e74\u53ce\u30ec\u30f3\u30b8<\/td><td>500\u4e07\u301c700\u4e07\u5186<\/td><td>700\u4e07\u301c1,000\u4e07\u5186\u8d85\u3082\u8996\u91ce<\/td><\/tr>\n<tr><td>\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u53ef\u306e\u6c42\u4eba<\/td><td>\u7af6\u4e89\u7387\u9ad8\u3081<\/td><td>\u5e0c\u5c11\u4eba\u6750\u3068\u3057\u3066\u512a\u5148\u5bfe\u5fdc<\/td><\/tr>\n<tr><td>\u9762\u63a5\u3067\u554f\u308f\u308c\u308b\u30c6\u30fc\u30de<\/td><td>\u6280\u8853\u30b9\u30ad\u30eb\u306e\u6df1\u3055<\/td><td>\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u89e3\u6c7a\u306e\u5b9f\u7e3e<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n<!-- \u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044 -->\n<p class=\"wp-block-paragraph\" style=\"background: white;border-radius: 7px;padding: 20px;line-height: 30px;\"><img decoding=\"async\" draggable=\"false\" role=\"img\" class=\"emoji\" alt=\"\ud83d\udcd6\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/17.0.2\/svg\/1f4d6.svg\"> <strong>\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/strong>\uff5c<a href=\"https:\/\/relasic.jp\/contents\/column\/realize-it-with-llm-skills\/\" target=\"_blank\" rel=\"noopener\" style=\"display: block;font-size: 18px;font-weight: bold;\">LLM\u30b9\u30ad\u30eb\u3067\u5b9f\u73fe\u3059\u308b\u7406\u60f3\u306e\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\uff01LLM\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u77e5\u3063\u3066\u304a\u304d\u305f\u3044\u57fa\u790e\u77e5\u8b58<\/a>\n<\/p>\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f34 ===== -->\n\n<h2 id=\"section4\" class=\"wp-block-heading\">4. \u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8ee2\u8077\u30b9\u30c6\u30c3\u30d7\u2014\u2014\u6e96\u5099\u304b\u3089\u5185\u5b9a\u307e\u3067<\/h2>\n\n\n\n<h3 id=\"section4-1\" class=\"wp-block-heading\">STEP 1\uff1a\u73fe\u5728\u306e\u30b9\u30ad\u30eb\u306e\u68da\u5378\u3057\u3068\u300c\u5dee\u5225\u5316\u8ef8\u300d\u306e\u7279\u5b9a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Python\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u30fb\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u306e\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u3001\u300c\u5b9f\u52d9\u3067\u3069\u306e\u30ec\u30d9\u30eb\u307e\u3067\u4f7f\u3063\u305f\u304b\u300d\u3092\u5177\u4f53\u7684\u306b\u68da\u5378\u3057\u307e\u3057\u3087\u3046\u3002\u305d\u306e\u4e0a\u3067\u3001MLOps\u30fbLLM\u6d3b\u7528\u30fb\u30d3\u30b8\u30cd\u30b9\u4f01\u753b\u306e\u3044\u305a\u308c\u304b\u3067\u300c\u4ed6\u8005\u3088\u308a\u8a9e\u308c\u308b\u5b9f\u7e3e\u304c\u3042\u308b\u9818\u57df\u300d\u30921\u301c2\u3064\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"section4-2\" class=\"wp-block-heading\">STEP 2\uff1a\u8077\u52d9\u7d4c\u6b74\u66f8\u306e\u66f8\u304d\u65b9\u2014\u2014\u63a1\u7528\u62c5\u5f53\u8005\u306b\u4f1d\u308f\u308b3\u3064\u306e\u539f\u5247<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f7f\u7528\u6280\u8853\u306e\u5217\u6319\u3067\u306f\u306a\u304f\u3001\u89e3\u3044\u305f\u554f\u984c\u3092\u8a18\u8f09\u3059\u308b\uff1a<\/strong>\u300cPyTorch\u3092\u4f7f\u3063\u3066\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u300d\u3067\u306f\u306a\u304f\u3001\u300c\u8cfc\u8cb7\u4e88\u6e2c\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u3092accuracy 72%\u304b\u308984%\u306b\u6539\u5584\u3057\u3001EC\u4e8b\u696d\u306e\u5e83\u544a\u914d\u4fe1\u30b3\u30b9\u30c8\u3092\u6708\u9593\u3007\u3007\u4e07\u5186\u524a\u6e1b\u300d\u3068\u3044\u3046\u5f62\u5f0f\u3067\u66f8\u304d\u307e\u3059\u3002<\/li>\n\n\n<li><strong>PoC\u6b62\u307e\u308a\u304b\u672c\u756a\u904b\u7528\u304b\u3092\u660e\u78ba\u306b\u3059\u308b\uff1a<\/strong>\u63a1\u7528\u4f01\u696d\u306f\u300c\u5b9f\u969b\u306b\u52d5\u3044\u3066\u3044\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u308c\u308b\u304b\u300d\u3092\u91cd\u8996\u3057\u307e\u3059\u3002\u672c\u756a\u30c7\u30d7\u30ed\u30a4\u30fbMLOps\u74b0\u5883\u306e\u6574\u5099\u30fb\u7d99\u7d9a\u7684\u306a\u6539\u5584\u307e\u3067\u62c5\u5f53\u3057\u305f\u7d4c\u9a13\u306f\u5fc5\u305a\u660e\u8a18\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n\n\n<li><strong>\u30c1\u30fc\u30e0\u3067\u306e\u5f79\u5272\u3092\u660e\u8a18\u3059\u308b\uff1a<\/strong>\u300c\u4f55\u4eba\u30c1\u30fc\u30e0\u306e\u4e2d\u3067\u3069\u306e\u5f79\u5272\u3092\u62c5\u3063\u305f\u304b\u300d\u3092\u66f8\u304f\u3053\u3068\u3067\u3001\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u529b\u30fb\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u529b\u306e\u6709\u7121\u304c\u4f1d\u308f\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 id=\"section4-3\" class=\"wp-block-heading\">STEP 3\uff1a\u30dd\u30fc\u30c8\u30d5\u30a9\u30ea\u30aa\u306e\u6574\u5099<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">GitHub\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u52a0\u3048\u3066\u3001\u300c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u6982\u8981\u30fb\u89e3\u3044\u305f\u8ab2\u984c\u30fb\u4f7f\u7528\u6280\u8853\u30fb\u7d50\u679c\u306e\u6570\u5024\u300d\u3092README\u306b\u8a18\u8f09\u3057\u307e\u3057\u3087\u3046\u3002\u30b3\u30f3\u30da\uff08Kaggle\u306a\u3069\uff09\u306e\u6210\u7e3e\u304c\u3042\u308c\u3070\u8a18\u8f09\u3057\u307e\u3059\u3002\u5b9f\u52d9\u7d4c\u9a13\u304c\u6d45\u3044\u5834\u5408\u3067\u3082\u3001\u500b\u4eba\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30af\u30aa\u30ea\u30c6\u30a3\u3067\u8a55\u4fa1\u304c\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"section4-4\" class=\"wp-block-heading\">STEP 4\uff1a\u6280\u8853\u9762\u63a5\u30fb\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c6\u30b9\u30c8\u3078\u306e\u5bfe\u7b56<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9762\u63a5\u3067\u306f\u3001\u6570\u5b66\uff08\u7dda\u5f62\u4ee3\u6570\u30fb\u78ba\u7387\u8ad6\u30fb\u6700\u9069\u5316\u7406\u8ad6\uff09\u306e\u57fa\u790e\u6982\u5ff5\u306e\u8aac\u660e\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u9078\u629e\u6839\u62e0\u306e\u8aac\u660e\uff08\u300c\u306a\u305c\u3053\u306e\u30e2\u30c7\u30eb\u3092\u9078\u3093\u3060\u304b\u300d\uff09\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30c6\u30b9\u30c8\uff08LeetCode\u5f62\u5f0f\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u554f\u984c\uff09\u306e3\u9818\u57df\u304c\u983b\u51fa\u3067\u3059\u3002\u7279\u306b\u300c\u305d\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u9078\u3093\u3060\u7406\u7531\u300d\u3068\u3044\u3046\u8a2d\u8a08\u5224\u65ad\u306e\u8aac\u660e\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u30b3\u30fc\u30c9\u3092\u66f8\u3051\u308b\u4e0a\u306b\u3001\u5224\u65ad\u306e\u6839\u62e0\u3092\u8a00\u8a9e\u5316\u3067\u304d\u308b\u3068\u8a55\u4fa1\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 id=\"section4-5\" class=\"wp-block-heading\">STEP 5\uff1a\u8ee2\u8077\u3067\u3088\u304f\u3042\u308b\u5931\u6557\u3068\u5bfe\u7b56<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PoC\u7d4c\u9a13\u306e\u307f\u3067\u5fdc\u52df\u3057\u3066\u3057\u307e\u3046\uff1a<\/strong>\u672c\u756a\u904b\u7528\u7d4c\u9a13\u304c\u306a\u3044\u5834\u5408\u3001\u5fdc\u52df\u5148\u3092\u300c\u80b2\u6210\u524d\u63d0\u3067\u63a1\u7528\u3059\u308b\u4f01\u696d\u300d\u300c\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3084\u65b0\u898f\u4e8b\u696d\u90e8\u9580\u300d\u306b\u7d5e\u308a\u3001PoC\u301c\u5b9f\u88c5\u306e\u30d5\u30eb\u30b5\u30a4\u30af\u30eb\u3092\u7a4d\u3081\u308b\u74b0\u5883\u3092\u512a\u5148\u3057\u307e\u3057\u3087\u3046\u3002<\/li>\n\n\n<li><strong>\u5e74\u53ce\u306e\u5e0c\u671b\u3092\u76f8\u5834\u3088\u308a\u9ad8\u304f\u8a2d\u5b9a\u3057\u3066\u3057\u307e\u3046\uff1a<\/strong>\u7d4c\u9a133\u301c5\u5e74\u306e\u4e2d\u5805\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u300c1,000\u4e07\u5186\u4ee5\u4e0a\u300d\u3092\u6700\u521d\u304b\u3089\u5e0c\u671b\u3059\u308b\u3068\u3001\u66f8\u985e\u9078\u8003\u306e\u6bb5\u968e\u3067\u5f3e\u304b\u308c\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305a\u5185\u5b9a\u3092\u5f97\u305f\u4e0a\u3067\u5e74\u53ce\u4ea4\u6e09\u306b\u81e8\u3080\u306e\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f35 ===== -->\n\n<h2 id=\"section5\" class=\"wp-block-heading\">5. \u672a\u7d4c\u9a13\u304b\u3089\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u2014\u2014\u8ee2\u8077\u306f\u53ef\u80fd\u304b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">IT\u7cfb\u30a8\u30f3\u30b8\u30cb\u30a2\u304b\u3089\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u306e\u30ad\u30e3\u30ea\u30a2\u30c1\u30a7\u30f3\u30b8\u306f\u30012026\u5e74\u6642\u70b9\u3067\u3082\u73fe\u5b9f\u7684\u306a\u9078\u629e\u80a2\u3067\u3059\u3002\u305f\u3060\u3057\u300c\u5b8c\u5168\u672a\u7d4c\u9a13\uff08\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3082\u672a\u7d4c\u9a13\uff09\u300d\u304b\u3089\u306e\u8ee2\u8077\u306f\u96e3\u6613\u5ea6\u304c\u9ad8\u304f\u3001\u307e\u305a\u306f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u5b9f\u52d9\u7d4c\u9a13\u3092\u7a4d\u3093\u3067\u304b\u3089\u6a5f\u68b0\u5b66\u7fd2\u306e\u6280\u8853\u3092\u7fd2\u5f97\u3059\u308b\u30eb\u30fc\u30c8\u304c\u4e00\u822c\u7684\u3067\u3059\u3002Web\u30a8\u30f3\u30b8\u30cb\u30a2\u30fb\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u304b\u3089\u306e\u8ee2\u63db\u3067\u306f\u3001\u6b21\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python\u57fa\u790e\u3068\u7d71\u8a08\u5b66\u30fb\u7dda\u5f62\u4ee3\u6570\u306e\u72ec\u5b66\uff082\u301c3\u30f6\u6708\uff09<\/li>\n\n\n<li>scikit-learn\u3067\u306e\u57fa\u672c\u7684\u306a\u30e2\u30c7\u30eb\u69cb\u7bc9\uff082\u30f6\u6708\uff09<\/li>\n\n\n<li>PyTorch\u307e\u305f\u306fTensorFlow\u3067\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u5b9f\u8df5\uff082\u301c3\u30f6\u6708\uff09<\/li>\n\n\n<li>\u30af\u30e9\u30a6\u30c9\u3067\u306e\u30e2\u30c7\u30eb\u30c7\u30d7\u30ed\u30a4\u7d4c\u9a13\uff081\u30f6\u6708\uff09<\/li>\n\n\n<li>Kaggle\u3084MLOps\u306e\u5b9f\u8df5\uff082\u30f6\u6708\uff09<\/li>\n<\/ul>\n\n\n<!-- \u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044 -->\n<p class=\"wp-block-paragraph\" style=\"background: white;border-radius: 7px;padding: 20px;line-height: 30px;\"><img decoding=\"async\" draggable=\"false\" role=\"img\" class=\"emoji\" alt=\"\ud83d\udcd6\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/17.0.2\/svg\/1f4d6.svg\"> <strong>\u3042\u308f\u305b\u3066\u8aad\u307f\u305f\u3044<\/strong>\uff5c<a href=\"https:\/\/relasic.jp\/contents\/column\/the-reality-of-changing-jobs-as-an-engineer-in-your-30s\/\" target=\"_blank\" rel=\"noopener\" style=\"display: block;font-size: 18px;font-weight: bold;\">30\u4ee3\u30a8\u30f3\u30b8\u30cb\u30a2\u8ee2\u8077\u306e\u30ea\u30a2\u30eb\uff5c\u304a\u3059\u3059\u3081\u306e\u8077\u7a2e\u3084\u8ee2\u8077\u6226\u7565\u3092\u89e3\u8aac<\/a>\n<\/p>\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f36 ===== -->\n\n<h2 id=\"section6\" class=\"wp-block-heading\">6. \u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u6c42\u4eba\u3092\u6d3b\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4ed5\u4e8b\u306f\u3001\u305d\u306e\u6027\u8cea\u4e0a\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u3068\u306e\u76f8\u6027\u304c\u826f\u3044\u8077\u7a2e\u306e\u3072\u3068\u3064\u3067\u3059\u3002\u30e2\u30c7\u30eb\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9\u306e\u3044\u305a\u308c\u3082\u3001\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u304c\u3042\u308c\u3070\u5834\u6240\u3092\u9078\u3073\u307e\u305b\u3093\u3002\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u306e\u6c42\u4eba\u3092\u9078\u3076\u4e3b\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5c45\u4f4f\u5730\u3092\u554f\u308f\u305a\u5927\u624b\u30fb\u512a\u826f\u4f01\u696d\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u53ef\u80fd\uff1a<\/strong>\u6771\u4eac\u30fb\u5927\u962a\u306eAI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3084\u5927\u624b\u4e8b\u696d\u4f1a\u793e\u306e\u6a5f\u68b0\u5b66\u7fd2\u30c1\u30fc\u30e0\u306b\u3001\u5730\u65b9\u5728\u4f4f\u306e\u307e\u307e\u5165\u793e\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n<li><strong>\u901a\u52e4\u6642\u9593\u3092\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u306b\u5145\u3066\u3089\u308c\u308b\uff1a<\/strong>\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\u304c\u5fc5\u8981\u306a\u8077\u7a2e\u3067\u3059\u3002\u901a\u52e4\u30bc\u30ed\u3067\u751f\u307e\u308c\u305f\u6642\u9593\u3092\u3001LLM\u5b66\u7fd2\u3084Kaggle\u3078\u306e\u53d6\u308a\u7d44\u307f\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n<li><strong>\u30e9\u30a4\u30d5\u30a4\u30d9\u30f3\u30c8\u3068\u4e21\u7acb\u3057\u3084\u3059\u3044\uff1a<\/strong>\u80b2\u5150\u30fb\u4ecb\u8b77\u30fb\u30d1\u30fc\u30c8\u30ca\u30fc\u306e\u8ee2\u52e4\u306a\u3069\u3001\u751f\u6d3b\u306e\u5909\u5316\u304c\u3042\u3063\u3066\u3082\u6b63\u793e\u54e1\u96c7\u7528\u3092\u7dad\u6301\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u307e\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ea\u30e9\u30b7\u30af\u3067\u306f\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u306e\u6b63\u793e\u54e1\u6c42\u4eba\uff08\u516c\u958b\u6c42\u4eba3,790\u4ef6\u3001\u3046\u3061\u30d5\u30eb\u30ea\u30e2\u30fc\u30c81,428\u4ef6\uff09\u306e\u4e2d\u304b\u3089\u3001\u6a5f\u68b0\u5b66\u7fd2\u30fbAI\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u306e\u6c42\u4eba\u3092\u591a\u6570\u53d6\u308a\u6271\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f37\u30fb\u307e\u3068\u3081 ===== -->\n\n<h2 id=\"section7\" class=\"wp-block-heading\">7. \u307e\u3068\u3081\uff1a\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u8ee2\u8077\u3067\u62bc\u3055\u3048\u3066\u304a\u304d\u305f\u3044\u3053\u3068<\/h2>\n\n\n<!-- \u3053\u306e\u8a18\u4e8b\u306e\u307e\u3068\u3081 -->\n\n<div class=\"wp-block-group has-border-color has-background\" style=\"background-color:#e8f4fd;border-color:#b3d9f7;border-width:1px;border-radius:0px;padding-top:20px;padding-right:24px;padding-bottom:20px;padding-left:24px;margin-top:10px;margin-bottom:10px\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-container-core-group-is-layout-d366bf2e wp-block-group-is-layout-constrained\">\n\n<p class=\"wp-block-paragraph\" style=\"font-weight:700\">\u3053\u306e\u8a18\u4e8b\u306e\u307e\u3068\u3081<\/p>\n\n\n<ol class=\"wp-block-list\">\n<li>\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u5225\u8077\u7a2e\u3067\u3059\u3002\u8ee2\u8077\u524d\u306b\u81ea\u5206\u306e\u5f79\u5272\u3092\u660e\u78ba\u306b\u3057\u3066\u304b\u3089\u6c42\u4eba\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002<\/li>\n\n\n<li>2026\u5e74\u306e\u8ee2\u8077\u5e02\u5834\u3067\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30b9\u30ad\u30eb\u306f\u524d\u63d0\u6761\u4ef6\u3067\u3042\u308a\u3001\u4f01\u753b\u30fb\u30d3\u30b8\u30cd\u30b9\u63a5\u7d9a\u529b\u30fbMLOps\u30fbLLM\u6d3b\u7528\u306e\u3044\u305a\u308c\u304b\u306e\u30d7\u30e9\u30b9\u03b1\u304c\u8a55\u4fa1\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002<\/li>\n\n\n<li>\u8077\u52d9\u7d4c\u6b74\u66f8\u306f\u300c\u4f7f\u7528\u6280\u8853\u306e\u5217\u6319\u300d\u3067\u306f\u306a\u304f\u300c\u89e3\u3044\u305f\u554f\u984c\u3068\u7d50\u679c\u306e\u6570\u5024\u300d\u3067\u66f8\u304f\u3053\u3068\u304c\u63a1\u7528\u8a55\u4fa1\u3092\u9ad8\u3081\u307e\u3059\u3002<\/li>\n\n\n<li>\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u306e\u6b63\u793e\u54e1\u6c42\u4eba\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5c45\u4f4f\u5730\u3092\u554f\u308f\u305a\u5927\u624b\u30fbAI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n\n\n<li>\u60c5\u5831\u51e6\u7406\u30fb\u901a\u4fe1\u6280\u8853\u8005\u306e\u6709\u52b9\u6c42\u4eba\u500d\u7387\u306f1.59\u500d\uff08\u539a\u751f\u52b4\u50cd\u7701\u3001\u4ee4\u548c7\u5e7411\u6708\uff09\u3002\u5e02\u5834\u306f\u958b\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u30b9\u30ad\u30eb\u306e\u68da\u5378\u3057\u3092\u6e08\u307e\u305b\u305f\u3089\u3001\u6b21\u306f\u6c42\u4eba\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/li>\n<\/ol>\n\n<\/div><\/div>\n\n\n<!-- CTA -->\n\n<p class=\"wp-block-paragraph\"><strong>Relasic\uff08\u30ea\u30e9\u30b7\u30af\uff09\u306b\u3064\u3044\u3066<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Relasic\uff08\u30ea\u30e9\u30b7\u30af\uff09\u306f\u3001\u682a\u5f0f\u4f1a\u793eLASSIC\u304c\u904b\u55b6\u3059\u308b\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u306e\u6b63\u793e\u54e1\u6c42\u4eba\u306b\u7279\u5316\u3057\u305f\u8ee2\u8077\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u300c\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u5148\u306b\u3042\u308b\u30ad\u30e3\u30ea\u30a2\u300d\u3092\u63cf\u304f\u3054\u652f\u63f4\u3092\u3057\u307e\u3059\u3002\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u3092\u5e0c\u671b\u3059\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8ee2\u8077\u3092\u3001\u5c02\u4efb\u306e\u30a2\u30c9\u30d0\u30a4\u30b6\u30fc\u304c\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>\u25bc \u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u306e\u6c42\u4eba\u3092\u898b\u308b<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">\u30ad\u30e3\u30ea\u30a2\u76f8\u8ac7\u30fb\u6c42\u4eba\u7d39\u4ecb\u306f\u7121\u6599\u3067\u3054\u5229\u7528\u3044\u305f\u3060\u3051\u307e\u3059<\/p>\n\n\n<!-- CV\u753b\u50cf\uff08\u8a18\u4e8b\u672b\u5c3e\u30fb450px\uff09 -->\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/relasic.jp\/\" target=\"_blank\" rel=\" noreferrer noopener\"><img decoding=\"async\" src=\"\/contents\/assets\/2026\/04\/img_cv.png\" alt=\"\u30ea\u30e9\u30b7\u30af \u4f1a\u54e1\u767b\u9332\u306f\u3053\u3061\u3089\" class=\"wp-image-xxxx\" style=\"width:450px\"\/><\/a><\/figure>\n<\/div>\n\n<!-- \u51fa\u5178 -->\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#888888;font-size:12px\"><strong>\u51fa\u5178\u30fb\u53c2\u8003\u60c5\u5831<\/strong><\/p>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#999999;font-size:11px\">\uff0a1\u3000<a href=\"https:\/\/shigoto.mhlw.go.jp\/\" target=\"_blank\" rel=\"noopener\" style=\"color:#999999;\">\u539a\u751f\u52b4\u50cd\u7701 \u8077\u696d\u60c5\u5831\u63d0\u4f9b\u30b5\u30a4\u30c8\uff08job tag\uff09\u300cAI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8077\u696d\u8a73\u7d30\u300d\uff08\u4ee4\u548c6\u5e74\u516c\u8868\uff09<\/a><br>\uff0a2\u3000<a href=\"https:\/\/www.mhlw.go.jp\/\" target=\"_blank\" rel=\"noopener\" style=\"color:#999999;\">\u539a\u751f\u52b4\u50cd\u7701\u300c\u4ee4\u548c7\u5e7411\u6708 \u8077\u696d\u5225\u6709\u52b9\u6c42\u4eba\u500d\u7387\uff08\u60c5\u5831\u51e6\u7406\u30fb\u901a\u4fe1\u6280\u8853\u8005\uff09\u300d\uff082025\u5e7411\u6708\u516c\u8868\uff09<\/a><br>\uff0a3\u3000<a href=\"https:\/\/www.meti.go.jp\/policy\/it_policy\/jinzai\/gaiyou.pdf\" target=\"_blank\" rel=\"noopener\" style=\"color:#999999;\">\u7d4c\u6e08\u7523\u696d\u7701\u300cIT\u4eba\u6750\u9700\u7d66\u306b\u95a2\u3059\u308b\u8abf\u67fb\uff08\u6982\u8981\uff09\u300d\uff082019\u5e744\u6708\u516c\u8868\uff09<\/a><\/p>\n\n\n<\/div><\/div>\n","protected":false},"featured_media":6964,"template":"","genre":[390],"class_list":["post-6990","column","type-column","status-publish","has-post-thumbnail","hentry","genre-knowhow"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/column\/6990","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/column"}],"about":[{"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/types\/column"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/media\/6964"}],"wp:attachment":[{"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/media?parent=6990"}],"wp:term":[{"taxonomy":"genre","embeddable":true,"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/genre?post=6990"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}