{"id":7118,"date":"2026-07-14T20:36:16","date_gmt":"2026-07-14T11:36:16","guid":{"rendered":"https:\/\/relasic.jp\/contents\/?post_type=column&#038;p=7118"},"modified":"2026-07-14T21:06:12","modified_gmt":"2026-07-14T12:06:12","slug":"%e3%80%8cbigquery%e3%81%8c%e4%bd%bf%e3%81%88%e3%82%8b%e3%81%a8%e4%bc%9d%e3%81%88%e3%81%a6%e3%81%84%e3%82%8b%e3%81%ae%e3%81%ab%e9%9d%a2%e6%8e%a5%e3%81%ab%e8%90%bd%e3%81%a1%e3%82%8b%e3%80%8dgcp%e3%82%a8","status":"publish","type":"column","link":"https:\/\/relasic.jp\/contents\/column\/%e3%80%8cbigquery%e3%81%8c%e4%bd%bf%e3%81%88%e3%82%8b%e3%81%a8%e4%bc%9d%e3%81%88%e3%81%a6%e3%81%84%e3%82%8b%e3%81%ae%e3%81%ab%e9%9d%a2%e6%8e%a5%e3%81%ab%e8%90%bd%e3%81%a1%e3%82%8b%e3%80%8dgcp%e3%82%a8\/","title":{"rendered":"\u300cBigQuery\u304c\u4f7f\u3048\u308b\u3068\u4f1d\u3048\u3066\u3044\u308b\u306e\u306b\u9762\u63a5\u306b\u843d\u3061\u308b\u300dGCP\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u63a1\u7528\u3067\u8a55\u4fa1\u3055\u308c\u306a\u3044\u7406\u7531\uff5c\u51e6\u7406\u898f\u6a21\u306e\u6570\u5024\u5316\u306a\u3057\u30fb\u30b3\u30b9\u30c8\u6700\u9069\u5316\u5b9f\u7e3e\u306a\u3057\u30fb\u30c7\u30fc\u30bf\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30b5\u30a4\u30c8\u306e\u63a5\u7d9a\u7d4c\u9a13\u306a\u3057\u3067\u8a2d\u8a08\u601d\u8003\u3092\u8a3c\u660e\u3067\u304d\u306a\u3044\u7406\u7531"},"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\/07\/img4-3.jpg\" alt=\"GCP\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u8ee2\u80772026 \u5e74\u53ce900\u4e07\u8d85\u3092\u76ee\u6307\u3059\u305f\u3081\u306e\u5b8c\u5168\u30ac\u30a4\u30c9\" 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\">\u300cGCP\uff08Google Cloud\uff09\u306e\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u3067\u3001BigQuery\u3084Vertex AI\u3092\u6d3b\u304b\u3057\u3066\u5e74\u53ce900\u4e07\u5186\u3092\u8d85\u3048\u308b\u3053\u3068\u306f\u53ef\u80fd\u304b\u300d\u2014\u2014GCP\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u30665\u5e74\u4ee5\u4e0a\u306e\u30ad\u30e3\u30ea\u30a2\u3092\u7a4d\u3093\u3067\u304d\u305f\u65b9\u307b\u3069\u3001\u3053\u306e\u554f\u3044\u3092\u6301\u3064\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u30022026\u5e74\u3001\u305d\u306e\u7b54\u3048\u306f\u300c\u53ef\u80fd\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u30c7\u30fc\u30bf\u8a2d\u8a08\u3068AI\u9023\u643a\u306e\u5b9f\u7e3e\u304c\u3042\u308b\u3053\u3068\u304c\u6761\u4ef6\u306b\u306a\u308a\u307e\u3059\u300d\u3002<mark style=\"background-color:#fcf100\" class=\"has-inline-color\">Relasic\u3067\u53d6\u308a\u6271\u3046GCP\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u6c42\u4eba\uff082026\u5e746\u6708\u6642\u70b9\uff09\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30fbML\u30a8\u30f3\u30b8\u30cb\u30a2\u30fb\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u30dd\u30b8\u30b7\u30e7\u30f3\u3067\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u3067\u306e\u63a1\u7528\u304c\u6a19\u6e96\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001GCP\u00d7\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u8ee2\u8077\u306e\u5e74\u53ce\u76f8\u5834\u304b\u3089\u3001\u63a1\u7528\u73fe\u5834\u306e\u30ea\u30a2\u30eb\u3001\u9762\u63a5\u7a81\u7834\u3068\u5e74\u53ce\u4ea4\u6e09\u306e\u6226\u7565\u307e\u3067\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u8996\u70b9\u3067\u304a\u4f1d\u3048\u3057\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>GCP\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u6b63\u793e\u54e1\u5e74\u53ce\u76f8\u5834\u3068\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30fbML\u30a8\u30f3\u30b8\u30cb\u30a2\u30fbSRE\u306e\u5404\u8077\u7a2e\u306b\u304a\u3051\u308b2026\u5e74\u306e\u6c42\u4eba\u52d5\u5411<\/li>\n\n\n<li>\u300cBigQuery + Vertex AI + \u30c7\u30fc\u30bf\u8a2d\u8a08\u300d\u306e\u639b\u3051\u7b97\u304c\u5e74\u53ce\u3092\u5f15\u304d\u4e0a\u3052\u308b\u7406\u7531\u3068\u3001\u63a1\u7528\u8a55\u4fa1\u30b9\u30ad\u30eb\u30de\u30c3\u30d7<\/li>\n\n\n<li>\u63a1\u7528\u62c5\u5f53\u8005\u304c\u9762\u63a5\u3067GCP\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u78ba\u8a8d\u3057\u3066\u3044\u308b\u3053\u3068\u3001\u5e74\u53ce900\u4e07\u5186\u8d85\u306e\u30aa\u30d5\u30a1\u30fc\u3092\u5f15\u304d\u51fa\u3059\u5b9f\u8df5\u7684\u306a\u65b9\u6cd5<\/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. GCP\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u5e74\u53ce\u76f8\u5834\uff082026\u5e74\u6700\u65b0\uff09<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section2\">2. GCP\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u6c42\u3081\u3089\u308c\u308b\u300c\u30c7\u30fc\u30bf\u3068AI\u3092\u3064\u306a\u3050\u8a2d\u8a08\u529b\u300d\u3068\u306f<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section3\">3. \u63a1\u7528\u62c5\u5f53\u8005\u304cGCP\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9762\u63a5\u3067\u78ba\u8a8d\u3057\u3066\u3044\u308b3\u3064\u306e\u3053\u3068<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section4\">4. GCP\u00d7\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u8ee2\u8077\u3067\u5e74\u53ce900\u4e07\u5186\u8d85\u306e\u30aa\u30d5\u30a1\u30fc\u3092\u5f15\u304d\u51fa\u30593\u3064\u306e\u6226\u7565<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section5\">5. Relasic\u3067GCP\u00d7\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u8ee2\u8077\u3092\u9032\u3081\u308b<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:0px\"><a href=\"#section6\">6. \u307e\u3068\u3081\uff1aGCP\u00d7\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u8ee2\u8077\u306e\u30dd\u30a4\u30f3\u30c8<\/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. GCP\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u5e74\u53ce\u76f8\u5834\uff082026\u5e74\u6700\u65b0\uff09<\/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\/img6-7.jpg\" alt=\"GCP\u30a8\u30f3\u30b8\u30cb\u30a2\u304cBigQuery\u3068Vertex AI\u3092\u6d3b\u7528\u3057\u3066\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u3067\u50cd\u304f\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\">GCP\uff08Google Cloud Platform\uff09\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8ee2\u8077\u5e02\u5834\u306f\u30012026\u5e74\u3082\u65fa\u76db\u306a\u9700\u8981\u304c\u7d9a\u3044\u3066\u3044\u307e\u3059\u3002Google Cloud\u306f\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30fbAI\u9818\u57df\u3067\u306e\u5f37\u307f\u3092\u6301\u3061\u3001BigQuery\u30fbVertex AI\u30fbCloud Run\u306a\u3069\u3092\u8ef8\u306b\u3057\u305f\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u3078\u306e\u9700\u8981\u304c\u65e5\u672c\u4f01\u696d\u3067\u3082\u6025\u5897\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b63\u793e\u54e1\u3068\u3057\u3066\u306e\u5e74\u53ce\u76f8\u5834\u306f\u3001\u62c5\u5f53\u3059\u308b\u8077\u7a2e\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002\u57fa\u76e4\u904b\u7528\u304c\u4e2d\u5fc3\u306a\u3089500\u4e07\u301c700\u4e07\u5186\u3067\u3059\u304c\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3084ML\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u3067\u306f700\u4e07\u301c1,000\u4e07\u5186\u4ee5\u4e0a\u304c\u73fe\u5b9f\u7684\u306a\u7bc4\u56f2\u3067\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u3084\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u8cac\u4efb\u8005\u30dd\u30b8\u30b7\u30e7\u30f3\u3067\u306f1,000\u4e07\u301c1,350\u4e07\u5186\u306e\u30aa\u30d5\u30a1\u30fc\u304c\u51fa\u3066\u3044\u307e\u3059<sup>\uff0a1<\/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>\u8077\u7a2e\u30fb\u30dd\u30b8\u30b7\u30e7\u30f3<\/strong><\/td><td><strong>\u4e3b\u306b\u4f7f\u3046GCP\u30b5\u30fc\u30d3\u30b9<\/strong><\/td><td><strong>\u6b63\u793e\u54e1\u5e74\u53ce\u76ee\u5b89<\/strong><\/td><td><strong>\u5e02\u5834\u3067\u306e\u5e0c\u5c11\u6027<\/strong><\/td><\/tr>\n<tr><td>\u30af\u30e9\u30a6\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\uff08\u57fa\u76e4\uff09<\/td><td>Compute Engine\u3001GKE\u3001Cloud Storage<\/td><td>500\u4e07\u301c750\u4e07\u5186<\/td><td>\u4e2d<\/td><\/tr>\n<tr><td>\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2<\/td><td>BigQuery\u3001Dataflow\u3001Pub\/Sub\u3001Cloud Composer<\/td><td>650\u4e07\u301c1,000\u4e07\u5186<\/td><td>\u9ad8<\/td><\/tr>\n<tr><td>ML\u30a8\u30f3\u30b8\u30cb\u30a2\uff0fAI\u30a8\u30f3\u30b8\u30cb\u30a2<\/td><td>Vertex AI\u3001AutoML\u3001Gemini API\u3001MLOps<\/td><td>750\u4e07\u301c1,200\u4e07\u5186<\/td><td>\u975e\u5e38\u306b\u9ad8<\/td><\/tr>\n<tr><td>SRE\u30a8\u30f3\u30b8\u30cb\u30a2<\/td><td>Cloud Monitoring\u3001Cloud Logging\u3001GKE<\/td><td>700\u4e07\u301c1,100\u4e07\u5186<\/td><td>\u9ad8<\/td><\/tr>\n<tr><td>\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c8<\/td><td>\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u30fb\u5168\u4f53\u6700\u9069\u5316<\/td><td>900\u4e07\u301c1,350\u4e07\u5186<\/td><td>\u975e\u5e38\u306b\u9ad8<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e74\u53ce900\u4e07\u5186\u8d85\u3092\u76ee\u6307\u3059\u5834\u5408\u3001\u300c\u30af\u30e9\u30a6\u30c9\u57fa\u76e4\u306e\u8a2d\u8a08\u304c\u3067\u304d\u308b\u300d\u3060\u3051\u3067\u306f\u96e3\u3057\u304f\u3001\u300c\u30c7\u30fc\u30bf\u3092\u30d3\u30b8\u30cd\u30b9\u306b\u6d3b\u304b\u3059\u8a2d\u8a08\u304c\u3067\u304d\u308b\u300d\u307e\u305f\u306f\u300cAI\u30b7\u30b9\u30c6\u30e0\u306e\u57fa\u76e4\u3092\u4f5c\u308c\u308b\u300d\u3068\u3044\u3046\u9818\u57df\u3078\u306e\u8e0f\u307f\u8fbc\u307f\u304c\u5fc5\u8981\u3067\u3059\u30022026\u5e74\u306e\u63a1\u7528\u5e02\u5834\u3067GCP\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u6c42\u3081\u3089\u308c\u308b\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u3092\u3001\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\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. GCP\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u6c42\u3081\u3089\u308c\u308b\u300c\u30c7\u30fc\u30bf\u3068AI\u3092\u3064\u306a\u3050\u8a2d\u8a08\u529b\u300d\u3068\u306f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">GCP\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8ee2\u8077\u76f8\u8ac7\u3092\u53d7\u3051\u3066\u3044\u308b\u3068\u3001\u3088\u304f\u805e\u304b\u308c\u308b\u8a00\u8449\u304c\u3042\u308a\u307e\u3059\u3002\u300cBigQuery\u304c\u4f7f\u3048\u308b\u3068\u4f1d\u3048\u3066\u3044\u308b\u306e\u306b\u3001\u306a\u305c\u9762\u63a5\u306b\u843d\u3061\u308b\u306e\u304b\u300d\u2014\u2014\u305d\u306e\u7406\u7531\u306f\u660e\u78ba\u3067\u3059\u3002\u63a1\u7528\u62c5\u5f53\u8005\u304c\u6c42\u3081\u3066\u3044\u308b\u306e\u306f\u300cBigQuery\u3067\u30af\u30a8\u30ea\u304c\u66f8\u3051\u308b\u3053\u3068\u300d\u3067\u306f\u306a\u304f\u3001\u300cBigQuery\u3092\u4f7f\u3063\u3066\u3069\u3093\u306a\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u3092\u3069\u3046\u89e3\u6c7a\u3057\u305f\u304b\u300d\u3068\u3044\u3046\u8a2d\u8a08\u601d\u8003\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">IPA\u300c\u30c7\u30b8\u30bf\u30eb\u6642\u4ee3\u306e\u30b9\u30ad\u30eb\u5909\u9769\u7b49\u306b\u95a2\u3059\u308b\u8abf\u67fb\uff082024\u5e74\u5ea6\uff09\u300d\u3067\u306f\u3001DX\u63a8\u9032\u4eba\u6750\u306e\u300c\u91cf\u7684\u4e0d\u8db3\u300d\u304c62.1%\u3001\u300c\u8cea\u7684\u4e0d\u8db3\u300d\u304c58.9%\u3068\u3044\u3046\u6570\u5024\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059<sup>\uff0a2<\/sup>\u3002\u4f01\u696d\u304c\u4e0d\u8db3\u3092\u611f\u3058\u3066\u3044\u308b\u306e\u306f\u300cGCP\u3092\u4f7f\u3063\u305f\u3053\u3068\u304c\u3042\u308b\u4eba\u300d\u3067\u306f\u306a\u304f\u3001\u300cGCP\u3067\u30c7\u30fc\u30bf\u3068AI\u3068\u30d3\u30b8\u30cd\u30b9\u3092\u3064\u306a\u3052\u3089\u308c\u308b\u4eba\u300d\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001IT\u7cfb\u6280\u8853\u8077\u306f\u8077\u7a2e\u5225\u30c6\u30ec\u30ef\u30fc\u30af\u5b9f\u65bd\u7387\u304c\u9ad8\u304f\u3001\u60c5\u5831\u901a\u4fe1\u696d\u3067\u306e\u30c6\u30ec\u30ef\u30fc\u30af\u5c0e\u5165\u7387\u306f\u7dcf\u52d9\u7701\u300c\u4ee4\u548c6\u5e74\u901a\u4fe1\u5229\u7528\u52d5\u5411\u8abf\u67fb\u300d\u306b\u3088\u308c\u307097.7%\u306b\u9054\u3057\u3066\u3044\u307e\u3059<sup>\uff0a3<\/sup>\u3002GCP\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u6d3b\u8e8d\u3059\u308b\u30c7\u30fc\u30bf\u30fbAI\u95a2\u9023\u4f01\u696d\u3067\u306f\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u304c\u5b9a\u7740\u3057\u3066\u304a\u308a\u3001\u81ea\u5f8b\u7684\u306b\u6280\u8853\u5224\u65ad\u304c\u3067\u304d\u308b\u3053\u3068\u304c\u63a1\u7528\u306e\u524d\u63d0\u6761\u4ef6\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<h3 id=\"section2-1\" class=\"wp-block-heading\">\u30d7\u30e9\u30b9\u03b1\u2460\uff1a\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u8a2d\u8a08\u306e\u5b9f\u7e3e\uff08\u898f\u6a21\u3068\u51e6\u7406\u65b9\u5f0f\u306e\u660e\u793a\uff09<\/h3>\n<p class=\"wp-block-paragraph\">\u300cBigQuery\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3057\u307e\u3057\u305f\u300d\u3068\u3044\u3046\u8a18\u8ff0\u3068\u3001\u300c\u65e5\u6b21\u30673\u5104\u4ef6\u306e\u30ed\u30b0\u30c7\u30fc\u30bf\u3092Dataflow\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5909\u63db\u3057\u3001BigQuery\u306b\u683c\u7d0d\u3059\u308b\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u8a2d\u8a08\u30fb\u904b\u7528\u3057\u3066\u3001\u30af\u30a8\u30ea\u30b3\u30b9\u30c8\u3092\u670840%\u524a\u6e1b\u3057\u305f\u300d\u3068\u3044\u3046\u8a18\u8ff0\u3067\u306f\u3001\u63a1\u7528\u62c5\u5f53\u8005\u306e\u53cd\u5fdc\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3078\u306e\u8ee2\u8077\u3067\u91cd\u8996\u3055\u308c\u308b\u306e\u306f\u300c\u51e6\u7406\u898f\u6a21\u306e\u5177\u4f53\u6027\u300d\u3068\u300c\u30b3\u30b9\u30c8\u6700\u9069\u5316\u306e\u5b9f\u7e3e\u300d\u3067\u3059\u3002<\/p>\n\n<h3 id=\"section2-2\" class=\"wp-block-heading\">\u30d7\u30e9\u30b9\u03b1\u2461\uff1aVertex AI\u30fbGemini API\u3092\u4f7f\u3063\u305fMLOps\u306e\u7d4c\u9a13<\/h3>\n<p class=\"wp-block-paragraph\">2026\u5e74\u306fVertex AI\u3092\u4f7f\u3063\u305fML\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u30fb\u8a55\u4fa1\u30fb\u30c7\u30d7\u30ed\u30a4\u30fb\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u306e\u4e00\u9023\u306eMLOps\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u9700\u8981\u304c\u6025\u5897\u3057\u3066\u3044\u307e\u3059\u3002\u300cGCP\u3067AI\u306e\u57fa\u76e4\u3092\u4f5c\u308c\u308b\u300d\u3068\u3044\u3046\u7d4c\u9a13\u306f\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30fbML\u30a8\u30f3\u30b8\u30cb\u30a2\u53cc\u65b9\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u3067\u5e74\u53ce\u3092100\u4e07\u301c300\u4e07\u5186\u5f15\u304d\u4e0a\u3052\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n<h3 id=\"section2-3\" class=\"wp-block-heading\">\u30d7\u30e9\u30b9\u03b1\u2462\uff1a\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u3068\u30c7\u30fc\u30bf\u54c1\u8cea\u7ba1\u7406<\/h3>\n<p class=\"wp-block-paragraph\">\u30c7\u30fc\u30bf\u6d3b\u7528\u304c\u9032\u3080\u4f01\u696d\u307b\u3069\u3001\u300c\u30c7\u30fc\u30bf\u304c\u6b63\u3057\u3044\u304b\u300d\u300c\u30c7\u30fc\u30bf\u306eLineage\u304c\u8ffd\u3048\u308b\u304b\u300d\u300c\u8ab0\u304c\u3069\u306e\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u304b\u300d\u3068\u3044\u3046\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u6574\u5099\u304c\u6025\u52d9\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002BigQuery + Dataplex + Cloud Data Catalog\u3092\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u30ab\u30bf\u30ed\u30b0\u6574\u5099\u30fb\u30c7\u30fc\u30bf\u54c1\u8cea\u76e3\u8996\u306e\u7d4c\u9a13\u306f\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u8cac\u4efb\u8005\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u30dd\u30b8\u30b7\u30e7\u30f3\u3078\u306e\u6249\u3092\u958b\u304f\u30b9\u30ad\u30eb\u3067\u3059\u3002<\/p>\n\n\n<figure class=\"wp-block-table\"><table class=\"has-white-background-color has-background\"><tbody>\n<tr><td><strong>\u30b9\u30ad\u30eb\u30ab\u30c6\u30b4\u30ea<\/strong><\/td><td><strong>\u4ee3\u8868\u7684\u306a\u30b9\u30ad\u30eb\u30fb\u7d4c\u9a13<\/strong><\/td><td><strong>\u8ee2\u8077\u5e02\u5834\u3067\u306e\u8a55\u4fa1<\/strong><\/td><td><strong>\u5e74\u53ce\u3078\u306e\u5f71\u97ff<\/strong><\/td><\/tr>\n<tr><td>GCP\u57fa\u76e4\uff08\u5fc5\u9808\uff09<\/td><td>Compute Engine\u3001GKE\u3001Cloud Storage\u3001IAM<\/td><td>\u25ce \u30b9\u30bf\u30fc\u30c8\u30e9\u30a4\u30f3<\/td><td>\u2014<\/td><\/tr>\n<tr><td>\u30c7\u30fc\u30bf\u57fa\u76e4<\/td><td>BigQuery\u3001Dataflow\u3001Pub\/Sub\u3001Cloud Composer<\/td><td>\u25ce \u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u9ad8\u8a55\u4fa1<\/td><td>+100\u4e07\u301c250\u4e07\u5186<\/td><\/tr>\n<tr><td>AI\uff0fML<\/td><td>Vertex AI\u3001AutoML\u3001Gemini API\u3001MLOps<\/td><td>\u25ce 2026\u5e74\u6700\u6ce8\u76ee\u30b9\u30ad\u30eb<\/td><td>+150\u4e07\u301c300\u4e07\u5186<\/td><\/tr>\n<tr><td>\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9<\/td><td>Dataplex\u3001Cloud Data Catalog\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u7ba1\u7406<\/td><td>\u25cb \u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u5019\u88dc\u3068\u3057\u3066\u8a55\u4fa1<\/td><td>+80\u4e07\u301c150\u4e07\u5186<\/td><\/tr>\n<tr><td>SRE<\/td><td>Cloud Monitoring\u3001Cloud Logging\u3001\u4fe1\u983c\u6027\u8a2d\u8a08<\/td><td>\u25cb SaaS\u30fb\u30d7\u30ed\u30c0\u30af\u30c8\u4f01\u696d\u3067\u9700\u8981\u9ad8<\/td><td>+80\u4e07\u301c150\u4e07\u5186<\/td><\/tr>\n<tr><td>\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9<\/td><td>AWS\u30fbAzure\u9023\u643a\u8a2d\u8a08\u30fb\u6bd4\u8f03\u8a2d\u8a08\u7d4c\u9a13<\/td><td>\u25cb \u6c42\u4eba\u306e\u5e45\u304c\u5e83\u304c\u308b<\/td><td>+50\u4e07\u301c100\u4e07\u5186<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u300cGCP\u57fa\u76e4 + \u30c7\u30fc\u30bf\u57fa\u76e4\uff08BigQuery\u7b49\uff09 + AI\uff0fML\uff08Vertex AI\u7b49\uff09\u300d\u306e3\u3064\u304c\u63c3\u3046\u3068\u3001\u8ee2\u8077\u5e02\u5834\u3067\u306e\u5e74\u53ce\u304c900\u4e07\u301c1,100\u4e07\u5186\u306e\u30be\u30fc\u30f3\u306b\u5165\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u6b21\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u63a1\u7528\u9762\u63a5\u3067\u3069\u3046\u5dee\u3092\u3064\u3051\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n<!-- \u9014\u4e2dCTA -->\n\n<div class=\"wp-block-group has-border-color has-background\" style=\"background-color:#e8f4fd;border-color:#b3d9f7;border-width:1px;border-radius:6px;padding-top:20px;padding-right:24px;padding-bottom:20px;padding-left:24px;margin-top:32px;margin-bottom:32px\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-container-core-group-is-layout-582d4165 wp-block-group-is-layout-constrained\">\n\n<p class=\"wp-block-paragraph\" style=\"font-weight:700\">GCP\u30b9\u30ad\u30eb\u3092\u6d3b\u304b\u3057\u305f\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u6c42\u4eba\u3092\u78ba\u8a8d\u3057\u305f\u3044\u65b9\u3078<\/p>\n\n\n<p class=\"wp-block-paragraph\">Relasic\u3067\u306f3,790\u4ef6\u4ee5\u4e0a\u306e\u6c42\u4eba\uff08\u3046\u3061\u30d5\u30eb\u30ea\u30e2\u30fc\u30c81,428\u4ef6\uff09\u3092\u53d6\u308a\u6271\u3063\u3066\u3044\u307e\u3059\u3002GCP \u00d7 \u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001GCP \u00d7 AI\uff0fML\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-63375db1 wp-block-buttons-is-layout-flex\">\n<div><a href=\"https:\/\/relasic.jp\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"border-radius:4px\">\u25b6 \u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u306e\u6c42\u4eba\u3092\u898b\u308b<\/a><\/div>\n<\/div>\n\n<\/div><\/div>\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\/engineers-who-can-work-from-home\/\" target=\"_blank\" rel=\"noopener\" style=\"display: block;font-size: 18px;font-weight: bold;\">\u5728\u5b85\u52e4\u52d9\u3067\u304d\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u8077\u7a2e\u306f\uff1f\u5b9f\u65bd\u7387\u30fb\u6c42\u4eba\u306e\u63a2\u3057\u65b9\u307e\u3067\u6700\u65b0\u30c7\u30fc\u30bf\u3067\u89e3\u8aac<\/a>\n<\/p>\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f33 ===== -->\n\n<h2 id=\"section3\" class=\"wp-block-heading\">3. \u63a1\u7528\u62c5\u5f53\u8005\u304cGCP\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u9762\u63a5\u3067\u78ba\u8a8d\u3057\u3066\u3044\u308b3\u3064\u306e\u3053\u3068<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">GCP\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8ee2\u8077\u652f\u63f4\u3092\u901a\u3058\u3066\u898b\u3048\u3066\u304d\u305f\u3001\u63a1\u7528\u62c5\u5f53\u8005\u304c\u7e70\u308a\u8fd4\u3057\u78ba\u8a8d\u3059\u308b\u8cea\u554f\u30d1\u30bf\u30fc\u30f3\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n<h3 id=\"section3-1\" class=\"wp-block-heading\">\u2460\u300c\u30c7\u30fc\u30bf\u898f\u6a21\u30fb\u51e6\u7406\u30b3\u30b9\u30c8\u3078\u306e\u610f\u8b58\u300d<\/h3>\n<p class=\"wp-block-paragraph\">\u300cBigQuery\u3067\u5206\u6790\u3057\u307e\u3057\u305f\u300d\u3068\u3044\u3046\u56de\u7b54\u3067\u306f\u3001\u63a1\u7528\u62c5\u5f53\u8005\u304c\u8a55\u4fa1\u306e\u6839\u62e0\u3092\u4f5c\u308a\u306b\u304f\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u300c\u4f55\u4ef6\u306e\u30c7\u30fc\u30bf\u3092\u3001\u3069\u306e\u30b9\u30ad\u30e3\u30f3\u91cf\u3067\u3001\u3069\u306e\u304f\u3089\u3044\u306e\u30b3\u30b9\u30c8\u3067\u51e6\u7406\u3057\u3066\u3044\u308b\u304b\u300d\u3092\u5177\u4f53\u7684\u306b\u7b54\u3048\u3089\u308c\u308b\u65b9\u3068\u3001\u300c\u6c17\u306b\u3057\u305f\u3053\u3068\u304c\u306a\u3044\u300d\u3068\u7b54\u3048\u308b\u65b9\u3067\u306f\u3001\u8a55\u4fa1\u306e\u65b9\u5411\u6027\u304c\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002\u5e74\u53ce700\u4e07\u5186\u4ee5\u4e0a\u306e\u6c42\u4eba\u3067\u306f\u3001\u7279\u306b\u300c\u30b3\u30b9\u30c8\u6700\u9069\u5316\u306e\u5b9f\u7e3e\u300d\u304c\u91cd\u8996\u3055\u308c\u308b\u50be\u5411\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n\n<h3 id=\"section3-2\" class=\"wp-block-heading\">\u2461\u300c\u306a\u305cGCP\u3092\u9078\u3093\u3060\u306e\u304b\uff08AWS\u3084Azure\u3068\u306e\u6bd4\u8f03\uff09\u300d<\/h3>\n<p class=\"wp-block-paragraph\">\u300c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067GCP\u3092\u4f7f\u3063\u3066\u3044\u305f\u304b\u3089\u300d\u3068\u3044\u3046\u56de\u7b54\u3088\u308a\u3082\u3001\u300c\u30c7\u30fc\u30bf\u5206\u6790\u30fb\u6a5f\u68b0\u5b66\u7fd2\u306e\u9818\u57df\u3067\u306fBigQuery\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068Vertex AI\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u9023\u643a\u304c\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5408\u3063\u3066\u3044\u305f\u305f\u3081\u9078\u629e\u3057\u305f\u300d\u3068\u3044\u3046\u6280\u8853\u7684\u306a\u9078\u629e\u6839\u62e0\u306e\u307b\u3046\u304c\u8a55\u4fa1\u3055\u308c\u308b\u50be\u5411\u306b\u3042\u308a\u307e\u3059\u3002\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u63a1\u7528\u3067\u306f\u81ea\u5f8b\u7684\u306a\u6280\u8853\u5224\u65ad\u304c\u3067\u304d\u308b\u3053\u3068\u304c\u524d\u63d0\u3068\u306a\u308b\u305f\u3081\u3001\u3053\u306e\u8cea\u554f\u306f\u9ad8\u3044\u983b\u5ea6\u3067\u78ba\u8a8d\u3055\u308c\u307e\u3059\u3002<\/p>\n\n<h3 id=\"section3-3\" class=\"wp-block-heading\">\u2462\u300c\u30c7\u30fc\u30bf\u304b\u3089\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u5f15\u304d\u51fa\u3057\u305f\u5177\u4f53\u7684\u306a\u7d4c\u9a13\u300d<\/h3>\n<p class=\"wp-block-paragraph\">\u300c\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u4f5c\u308a\u307e\u3057\u305f\u300d\u3068\u3044\u3046\u4e8b\u5b9f\u3088\u308a\u3082\u3001\u300c\u305d\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u901a\u3057\u3066\u4f55\u304c\u5206\u304b\u308a\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u3069\u3093\u306a\u8ca2\u732e\u3092\u3057\u305f\u304b\u300d\u3068\u3044\u3046\u4e0a\u6d41\u3078\u306e\u63a5\u7d9a\u304c\u554f\u308f\u308c\u307e\u3059\u3002\u300cBigQuery\u3067\u96c6\u8a08\u3057\u305f\u7d50\u679c\u3092\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u65bd\u7b56\u5224\u65ad\u306b\u6d3b\u7528\u3057\u305f\u300d\u300c\u5206\u6790\u7d50\u679c\u304c\u7d4c\u55b6\u4f1a\u8b70\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u53cd\u6620\u3055\u308c\u305f\u300d\u3068\u3044\u3063\u305f\u30a8\u30d4\u30bd\u30fc\u30c9\u304c\u3001\u6280\u8853\u529b\u3060\u3051\u3068\u306e\u5dee\u5225\u5316\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f34 ===== -->\n\n<h2 id=\"section4\" class=\"wp-block-heading\">4. GCP\u00d7\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u8ee2\u8077\u3067\u5e74\u53ce900\u4e07\u5186\u8d85\u306e\u30aa\u30d5\u30a1\u30fc\u3092\u5f15\u304d\u51fa\u30593\u3064\u306e\u6226\u7565<\/h2>\n\n\n<h3 id=\"section4-1\" class=\"wp-block-heading\">\u6226\u7565\u2460\uff1a\u300c\u51e6\u7406\u3057\u305f\u30c7\u30fc\u30bf\u898f\u6a21\u300d\u3092\u6570\u5b57\u3067\u8a9e\u308b<\/h3>\n<p class=\"wp-block-paragraph\">\u300c\u6708\u6b21\u3067100\u5104\u4ef6\u306e\u30a4\u30d9\u30f3\u30c8\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308bDataflow\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u8a2d\u8a08\u3057\u3001\u51e6\u7406\u9045\u5ef6\u3092\u5f93\u6765\u6bd440%\u6539\u5584\u3057\u305f\u300d\u306e\u3088\u3046\u306b\u3001\u898f\u6a21\u3068\u6210\u679c\u3092\u6570\u5024\u3067\u30bb\u30c3\u30c8\u306b\u3057\u3066\u8a9e\u308b\u3053\u3068\u3067\u3001\u63a1\u7528\u62c5\u5f53\u8005\u304c\u5e74\u53ce\u67fb\u5b9a\u306e\u6839\u62e0\u3092\u4f5c\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u6570\u5b57\u3092\u6301\u3063\u3066\u8a9e\u308c\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u5e74\u53ce\u4ea4\u6e09\u3067\u3082\u660e\u78ba\u306a\u6839\u62e0\u3092\u63d0\u793a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<h3 id=\"section4-2\" class=\"wp-block-heading\">\u6226\u7565\u2461\uff1a\u300cGCP\u306e\u8a8d\u5b9a\u8cc7\u683c\u300d\u3092\u30ad\u30e3\u30ea\u30a2\u3068\u7d10\u3065\u3051\u308b<\/h3>\n<p class=\"wp-block-paragraph\">Professional Cloud Architect\u30fbProfessional Data Engineer\u30fbProfessional ML Engineer\u306a\u3069\u306eGoogle Cloud\u8a8d\u5b9a\u8cc7\u683c\u306f\u3001\u5e74\u53ce\u4ea4\u6e09\u306e\u969b\u306b\u300c\u5e02\u5834\u8a55\u4fa1\u306e\u5ba2\u89b3\u7684\u306a\u8a3c\u62e0\u300d\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002\u8cc7\u683c\u5358\u4f53\u3067\u306f\u306a\u304f\u3001\u300c\u3053\u306e\u8cc7\u683c\u3092\u53d6\u5f97\u3057\u3066\u304b\u3089\u62c5\u5f53\u3067\u304d\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u5e45\u304c\u5e83\u304c\u3063\u305f\u300d\u3068\u3044\u3046\u5b9f\u7e3e\u3068\u306e\u7d10\u3065\u3051\u304c\u52b9\u679c\u7684\u3067\u3059\u3002<\/p>\n\n<h3 id=\"section4-3\" class=\"wp-block-heading\">\u6226\u7565\u2462\uff1a\u300cRelasic\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u5e02\u5834\u76f8\u5834\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u4ea4\u6e09\u3059\u308b\u300d<\/h3>\n<p class=\"wp-block-paragraph\">GCP\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5e74\u53ce\u76f8\u5834\u306f\u3001\u8077\u7a2e\u30fb\u696d\u7a2e\u30fb\u4fdd\u6709\u30b9\u30ad\u30eb\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u3063\u3066150\u4e07\u301c300\u4e07\u5186\u306e\u5e45\u304c\u3042\u308a\u307e\u3059\u3002\u300c\u81ea\u5206\u306e\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u306f\u5e02\u5834\u3067\u3069\u306e\u5e74\u53ce\u5e2f\u306b\u4f4d\u7f6e\u3059\u308b\u306e\u304b\u300d\u3092\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u78ba\u8a8d\u3057\u305f\u4e0a\u3067\u4ea4\u6e09\u3059\u308b\u3053\u3068\u3067\u3001\u9069\u5207\u306a\u5e74\u53ce\u3092\u5f15\u304d\u51fa\u305b\u307e\u3059\u3002\u3054\u81ea\u8eab\u3060\u3051\u3067\u5224\u65ad\u3059\u308b\u3068\u904e\u5c0f\u8a55\u4fa1\u3057\u3066\u3057\u307e\u3046\u30b1\u30fc\u30b9\u3082\u5c11\u306a\u304f\u306a\u3044\u305f\u3081\u3001\u305c\u3072\u3054\u6d3b\u7528\u304f\u3060\u3055\u3044\u3002<\/p>\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f35 ===== -->\n\n<h2 id=\"section5\" class=\"wp-block-heading\">5. Relasic\u3067GCP\u00d7\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u8ee2\u8077\u3092\u9032\u3081\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Relasic\u306f\u3001\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\u30023,790\u4ef6\u4ee5\u4e0a\u306e\u6c42\u4eba\uff08\u3046\u3061\u30d5\u30eb\u30ea\u30e2\u30fc\u30c81,428\u4ef6\uff09\u306e\u4e2d\u306b\u306f\u3001GCP \u00d7 \u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001GCP \u00d7 AI\uff0fML\u3001GCP \u00d7 SRE\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u62c5\u5f53\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304cGCP\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u306e\u7d4c\u9a13\u3092\u4e01\u5be7\u306b\u68da\u5378\u3057\u3057\u3001\u3042\u306a\u305f\u306e\u300cBigQuery\u3084Vertex AI\u3092\u4f7f\u3063\u305f\u5b9f\u7e3e\u300d\u304c\u6700\u5927\u9650\u8a55\u4fa1\u3055\u308c\u308b\u4f01\u696d\u3078\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u4e00\u7dd2\u306b\u8003\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d4c\u6e08\u7523\u696d\u7701\u306e\u8a66\u7b97\u3067\u306f\u30012030\u5e74\u307e\u3067\u306b\u6700\u592779\u4e07\u4eba\u306eIT\u4eba\u6750\u304c\u4e0d\u8db3\u3059\u308b\u898b\u8fbc\u307f\u3068\u3055\u308c\u3066\u304a\u308a\uff082019\u5e74\u516c\u8868\u8a66\u7b97<sup>\uff0a4<\/sup>\uff09\u3001\u7279\u306b\u30c7\u30fc\u30bf\u30fbAI\u30fb\u30af\u30e9\u30a6\u30c9\u9818\u57df\u3067\u306e\u4e0d\u8db3\u306f\u6df1\u523b\u3067\u3059\u3002GCP\u306e\u30b9\u30ad\u30eb\u3092\u6301\u3061\u3001\u30c7\u30fc\u30bf\u3068AI\u3092\u30d3\u30b8\u30cd\u30b9\u306b\u63a5\u7d9a\u3067\u304d\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u4eca\u5f8c\u306e\u5e02\u5834\u3067\u3055\u3089\u306b\u5e0c\u5c11\u6027\u304c\u9ad8\u307e\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f36\u30fb\u307e\u3068\u3081 ===== -->\n\n<h2 id=\"section6\" class=\"wp-block-heading\">6. \u307e\u3068\u3081\uff1aGCP\u00d7\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u8ee2\u8077\u306e\u30dd\u30a4\u30f3\u30c8<\/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<ul class=\"wp-block-list\">\n<li>GCP\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u6b63\u793e\u54e1\u5e74\u53ce\u306f\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3067650\u4e07\u301c1,000\u4e07\u5186\u3001ML\u30a8\u30f3\u30b8\u30cb\u30a2\u3067750\u4e07\u301c1,200\u4e07\u5186\u3001\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u3067900\u4e07\u301c1,350\u4e07\u5186\u304c\u76ee\u5b89\u3067\u3059<\/li>\n\n\n<li>\u300cGCP\u57fa\u76e4 + \u30c7\u30fc\u30bf\u57fa\u76e4\uff08BigQuery\u7b49\uff09 + AI\uff0fML\uff08Vertex AI\u7b49\uff09\u300d\u306e3\u3064\u304c\u63c3\u3046\u3068\u3001\u5e74\u53ce900\u4e07\u301c1,100\u4e07\u5186\u306e\u30be\u30fc\u30f3\u306b\u5165\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059<\/li>\n\n\n<li>\u9762\u63a5\u3067\u306f\u300c\u30c7\u30fc\u30bf\u898f\u6a21\u30fb\u30b3\u30b9\u30c8\u3078\u306e\u610f\u8b58\u300d\u300c\u6280\u8853\u9078\u5b9a\u306e\u6839\u62e0\u300d\u300c\u30c7\u30fc\u30bf\u3068\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30b5\u30a4\u30c8\u306e\u63a5\u7d9a\u7d4c\u9a13\u300d\u304c\u7e70\u308a\u8fd4\u3057\u78ba\u8a8d\u3055\u308c\u307e\u3059<\/li>\n\n\n<li>\u5e74\u53ce\u4ea4\u6e09\u3067\u306f\u300c\u51e6\u7406\u898f\u6a21\u306e\u6570\u5024\u5316\u300d\u300cGoogle Cloud\u8a8d\u5b9a\u8cc7\u683c\u3068\u30ad\u30e3\u30ea\u30a2\u306e\u7d10\u3065\u3051\u300d\u300c\u5e02\u5834\u76f8\u5834\u306e\u4e8b\u524d\u78ba\u8a8d\u300d\u304c\u6709\u52b9\u3067\u3059<\/li>\n\n\n<li>\u60c5\u5831\u901a\u4fe1\u696d\u306e\u30c6\u30ec\u30ef\u30fc\u30af\u5c0e\u5165\u7387\u306f97.7%\uff08\u7dcf\u52d9\u7701\u300c\u4ee4\u548c6\u5e74\u901a\u4fe1\u5229\u7528\u52d5\u5411\u8abf\u67fb\u300d\uff09\u3002GCP\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u6d3b\u8e8d\u3059\u308b\u4f01\u696d\u3067\u306e\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u306f\u5b9a\u7740\u3057\u305f\u50cd\u304d\u65b9\u3068\u306a\u3063\u3066\u3044\u307e\u3059<\/li>\n<\/ul>\n\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">GCP\u306e\u30b9\u30ad\u30eb\u3092\u304a\u6301\u3061\u306e\u65b9\u306b\u306f\u3001\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u3067\u6b63\u793e\u54e1\u3068\u3057\u3066\u6d3b\u8e8d\u3067\u304d\u308b\u5834\u304c\u78ba\u5b9f\u306b\u3042\u308a\u307e\u3059\u3002\u307e\u305a\u306f\u6c42\u4eba\u304b\u3089\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\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\/%E3%82%A4%E3%83%B3%E3%83%95%E3%83%A9%E8%BB%A2%E8%81%B72026%E5%B9%B4%E7%89%88%EF%BD%9C%E5%B8%82%E5%A0%B4%E5%8B%95%E5%90%91%E3%83%BB%E5%B9%B4%E5%8F%8E%E7%9B%B8%E5%A0%B4%E3%83%BB%E3%82%B9%E3%82%AD\/\" target=\"_blank\" rel=\"noopener\" style=\"display: block;font-size: 18px;font-weight: bold;\">\u30a4\u30f3\u30d5\u30e9\u30a8\u30f3\u30b8\u30cb\u30a2\u8ee2\u80772026\u5e74\u7248\uff5c\u5e02\u5834\u52d5\u5411\u30fb\u5e74\u53ce\u76f8\u5834\u30fb\u30b9\u30ad\u30eb\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u5b8c\u5168\u30ac\u30a4\u30c9<\/a>\n<\/p>\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\u682a\u5f0f\u4f1a\u793eLASSIC\u904b\u55b6\uff09\u306f\u3001\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\u30023,790\u4ef6\u4ee5\u4e0a\u306e\u6c42\u4eba\uff08\u3046\u3061\u30d5\u30eb\u30ea\u30e2\u30fc\u30c81,428\u4ef6\uff09\u304b\u3089\u3001\u3042\u306a\u305f\u306eGCP\u30b9\u30ad\u30eb\u306b\u5408\u3046\u30dd\u30b8\u30b7\u30e7\u30f3\u3092\u3054\u63d0\u6848\u3057\u307e\u3059\u3002\u500b\u5225\u306e\u30ad\u30e3\u30ea\u30a2\u76f8\u8ac7\u306f\u3001\u7121\u6599\u306e\u76f8\u8ac7\u4e88\u7d04\u3067\u304a\u53d7\u3051\u3057\u3066\u3044\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\u8ee2\u8077\u5e02\u5834\u8abf\u67fb\uff08\u7de8\u96c6\u90e8\u8abf\u3079\uff09\u5404\u8ee2\u8077\u30b5\u30a4\u30c8\u63b2\u8f09\u306eGCP\u6b63\u793e\u54e1\u6c42\u4eba\u30c7\u30fc\u30bf\uff082026\u5e746\u6708\u6642\u70b9\uff09<br>\uff0a2\u3000<a href=\"https:\/\/www.ipa.go.jp\/\" target=\"_blank\" rel=\"noopener\" style=\"color:#999999;\">IPA\u300c\u30c7\u30b8\u30bf\u30eb\u6642\u4ee3\u306e\u30b9\u30ad\u30eb\u5909\u9769\u7b49\u306b\u95a2\u3059\u308b\u8abf\u67fb\uff082024\u5e74\u5ea6\uff09\u300d<\/a><br>\uff0a3\u3000\u7dcf\u52d9\u7701\u300c\u4ee4\u548c6\u5e74\u901a\u4fe1\u5229\u7528\u52d5\u5411\u8abf\u67fb\u300d\uff08\u60c5\u5831\u901a\u4fe1\u696d\u306e\u30c6\u30ec\u30ef\u30fc\u30af\u5c0e\u5165\u7387\uff09<br>\uff0a4\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\u300d\uff082019\u5e743\u6708\u516c\u8868\uff09\u203b\u672c\u8a66\u7b97\u306f2019\u5e74\u6642\u70b9\u306e\u63a8\u8a08\u5024\u3067\u3042\u308a\u3001\u7523\u696d\u69cb\u9020\u306e\u5909\u5316\u306b\u3088\u308a\u73fe\u5728\u306e\u9700\u7d66\u72b6\u6cc1\u3068\u306f\u5dee\u7570\u304c\u751f\u3058\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/a><\/p>\n\n\n<\/div><\/div>\n","protected":false},"featured_media":7112,"template":"","genre":[390],"class_list":["post-7118","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\/7118","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\/7112"}],"wp:attachment":[{"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/media?parent=7118"}],"wp:term":[{"taxonomy":"genre","embeddable":true,"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/genre?post=7118"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}