{"id":23705,"date":"2025-11-14T22:43:45","date_gmt":"2025-11-14T22:43:45","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=23705"},"modified":"2025-11-14T22:43:45","modified_gmt":"2025-11-14T22:43:45","slug":"youtrust%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e5%9f%ba%e7%9b%a4%e3%81%ae%e3%81%84%e3%81%be-2025%e5%b9%b4%e7%a7%8b-youtrust-tech-blog","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/23705\/","title":{"rendered":"YOUTRUST\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u3044\u307e : 2025\u5e74\u79cb &#8211; YOUTRUST Tech Blog"},"content":{"rendered":"\n<\/p>\n<div>\n<p>\u3053\u3093\u306b\u3061\u306f\uff01YOUTRUST\u3067\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u3057\u3066\u3044\u308b\u5c0f\u6797\uff08<a target=\"_blank\" href=\"https:\/\/youtrust.jp\/users\/stsh\">YOUTRUST<\/a>\uff09\u3067\u3059\u3002<br \/>\n\u5165\u793e\u3057\u30664\u30f6\u6708\u304c\u7d4c\u3061\u3001YOUTRUST\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u306b\u3064\u3044\u3066\u7406\u89e3\u304c\u9032\u3093\u3060\u306e\u3067\u3001\u3053\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u69cb\u6210\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u3088\u3046\u3068\u601d\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u57fa\u76e4\u958b\u767a\u3092\u884c\u3063\u3066\u3044\u308b\u65b9\u306e\u53c2\u8003\u306b\u306a\u308c\u3070\u5b09\u3057\u3044\u3067\u3059\uff01<\/p>\n<h2 id=\"\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\">\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/h2>\n<p>2025\u5e7411\u6708\u73fe\u5728\u3001YOUTRUST\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3053\u306e\u3088\u3046\u306a\u69cb\u6210\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"YOUTRUST\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/s\/satopi-utr\/20251114\/20251114121012.png\" width=\"2400\" height=\"1659\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>YOUTRUST\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/figcaption><\/figure>\n<\/p>\n<p>YOUTRUST\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u306f\u4e0b\u8a18\u306e\u6280\u8853\u30b9\u30bf\u30c3\u30af\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>DWH: BigQuery<\/li>\n<li>Extract, Load: GCS Transfer Job, Cloud Function<\/li>\n<li>Transform: dbt Cloud<\/li>\n<li>Reverse ETL* : BigQuery Scheduled Query, dbt Cloud<\/li>\n<li>CI\/CD: GitHub Actions<\/li>\n<\/ul>\n<p><span style=\"font-size: 80%\">* Reverse ETL\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306a\u3069\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u306b\u84c4\u7a4d\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u9023\u643a\u3059\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/span><\/p>\n<h3 id=\"\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\">\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9<\/h3>\n<p>YOUTRUST\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306fAWS\u4e0a\u306b\u3042\u308a\u3001\u30c7\u30fc\u30bf\u3082Amazon RDS\u306b\u3042\u308a\u307e\u3059\u3002RDS\u306e\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u3092\u65e5\u6b21\u3067S3\u306b\u66f8\u304d\u51fa\u3057\u3066\u304a\u308a\u3001\u305d\u308c\u3092GCS\u306b\u8ee2\u9001\u3057\u3066BigQuery\u3067\u8aad\u307f\u8fbc\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ed\u30b0\u306b\u3064\u3044\u3066\u306f\u3001fluentd\u3067S3\u306b1\u6642\u9593\u306b1\u56de\u66f8\u304d\u51fa\u3055\u308c\u3066\u304a\u308a\u3001\u3053\u3061\u3089\u3082\u540c\u69d8\u306bGCS\u306b\u8ee2\u9001\u3057\u3066BigQuery\u3067\u8aad\u307f\u8fbc\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u307b\u304b\u3001Adjust\u3001Salesforce\u3001GA4\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u30c7\u30fc\u30bf\u3082\u53d6\u308a\u8fbc\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\">\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9<\/h3>\n<p>YOUTRUST\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306bBigQuery\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u30ec\u30a4\u30e4\u30ea\u30f3\u30b0\u3068\u3057\u3066\u306f\u3001<strong>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u5c64\u3001\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u5c64\u3001\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u5c64\u3001\u30e2\u30c7\u30eb\u5c64\u3001\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u5c64<\/strong>\u306e5\u5c64\u306b\u5206\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u5404\u5c64\u306fBigQuery\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u5206\u304b\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\" style=\"width:80%; margin:auto;\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/s\/satopi-utr\/20251113\/20251113193156.png\" width=\"1200\" height=\"978\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/figcaption><\/figure>\n<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fnote.com%2Fikki_mz%2Fn%2Fnc42ae1f93a7f\" title=\"YOUTRUST\u3067dbt\u3092\u5c0e\u5165\u3057\u305f\u8a71\uff5cikki \/ stable\u682a\u5f0f\u4f1a\u793e\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/note.com\/ikki_mz\/n\/nc42ae1f93a7f\">note.com<\/a><\/cite><\/p>\n<p>GCS\u306b\u3042\u308bRDS\u306e\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u3084\u30ed\u30b0\u3092BigQuery\u4e0a\u3067\u5916\u90e8\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u8aad\u307f\u8fbc\u3093\u3067\u3044\u307e\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u305f\u3061\u3092<strong>\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u5c64<\/strong>\u3068\u3057\u3066\u3001<strong>dbt (dbt Cloud)<\/strong>\u3092\u7528\u3044\u3066\u30c7\u30fc\u30bf\u6574\u5f62\u3092\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u30b9\u30c6\u30fc\u30b8\u30f3\u30b0\u5c64<\/strong>\u306f\u3001RDB\u306e\u751f\u30c7\u30fc\u30bf\u3092\u5206\u6790\u306b\u4f7f\u3044\u3084\u3059\u3044\u5f62\u306b\u5909\u63db\u3057\u305f\u30c6\u30fc\u30d6\u30eb\u304c\u7f6e\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u51e6\u7406\u3092\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>BigQuery\u306eSTRUCT\u578b\u3092\u6d3b\u7528\u3057\u3066\u751f\u306e\u30ab\u30e9\u30e0\u3092\u610f\u5473\u306e\u3042\u308b\u30b0\u30eb\u30fc\u30d7\u306b\u307e\u3068\u3081\u308b<\/li>\n<li>\u30bf\u30a4\u30e0\u30b9\u30bf\u30f3\u30d7\u306e\u30bf\u30a4\u30e0\u30be\u30fc\u30f3\u3092UTC\u304b\u3089JST\u306b\u5909\u63db\u3059\u308b<\/li>\n<li>\u6570\u5024\u306eID\u306b\u30e9\u30d9\u30eb\u3092\u3064\u3051\u308b<\/li>\n<li>\u30c7\u30fc\u30bf\u30af\u30ec\u30f3\u30b8\u30f3\u30b0 (\u30e6\u30fc\u30b6\u30fc\u540d\u306a\u3069\u306e\u6697\u53f7\u5316\u3001\u6b63\u898f\u5316\u3001NULL\u306e\u51e6\u7406)<\/li>\n<\/ul>\n<p>\u307e\u305f\u3001BigQuery\u306e\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u3092\u4f7f\u3063\u3066\u3001RDB\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u3092\u9061\u308b\u3053\u3068\u304c\u3067\u304d\u308b<strong>history\u30c6\u30fc\u30d6\u30eb<\/strong>\u3068\u6700\u65b0\u306e\u65ad\u9762\u3092\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u308b<strong>core\u30c6\u30fc\u30d6\u30eb<\/strong>\u306e2\u7a2e\u985e\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u7528\u610f\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u6700\u65b0\u306e\u60c5\u5831\u304c\u898b\u305f\u3044\u3068\u304d\u306fcore\u30c6\u30fc\u30d6\u30eb\u3092\u53c2\u7167\u3059\u308c\u3070\u3088\u3044\u72b6\u614b\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u5c64<\/strong>\u306f\u3001\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u8003\u3048\u65b9\u3092\u3082\u3068\u306b\u3001<strong>\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3 (\u5206\u6790\u306e\u8ef8\u3068\u306a\u308b\u3082\u306e)<\/strong>\u3068<strong>\u30d5\u30a1\u30af\u30c8 (\u5206\u6790\u306e\u6307\u6a19\u3068\u306a\u308b\u3082\u306e)<\/strong>\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3057\u305f\u3082\u306e\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5c5e\u6027\u3092\u96c6\u7d04\u3057\u305f\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u30c6\u30fc\u30d6\u30eb\u3084\u30da\u30fc\u30b8\u95b2\u89a7\u3084\u30af\u30ea\u30c3\u30af\u306a\u3069\u306e\u884c\u52d5\u30ed\u30b0\u3092\u96c6\u7d04\u3057\u305f\u30d5\u30a1\u30af\u30c8\u30c6\u30fc\u30d6\u30eb\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u30e2\u30c7\u30eb\u5c64<\/strong>\u306f\u3001\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u5c64\u306e\u30c7\u30a3\u30e1\u30f3\u30b7\u30e7\u30f3\u30c6\u30fc\u30d6\u30eb\u3068\u30d5\u30a1\u30af\u30c8\u30c6\u30fc\u30d6\u30eb\u3092JOIN\u3057\u305f\u30c6\u30fc\u30d6\u30eb\u304c\u7f6e\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u5c64\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u53c2\u7167\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u306aJOIN\u3092\u66f8\u304b\u305a\u306b\u57fa\u672c\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u304c\u7c21\u5358\u306b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u5c64<\/strong>\u306f\u3001\u4e3b\u306bBI\u30c4\u30fc\u30eb (Metabase\u3001Looker Studio)\u3067\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306e\u30c6\u30fc\u30d6\u30eb\u304c\u7f6e\u304b\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"\u30c7\u30fc\u30bf\u6d3b\u7528\">\u30c7\u30fc\u30bf\u6d3b\u7528<\/h3>\n<p>YOUTRUST\u3067\u306f\u3001BI\u30c4\u30fc\u30eb\u3068\u3057\u3066\u4e3b\u306b<strong>Metabase<\/strong>\u3092\u6d3b\u7528\u3057\u3066\u304a\u308a\u3001\u4e00\u90e8\u3067<strong>Looker Studio<\/strong>\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<a target=\"_blank\" href=\"https:\/\/support.google.com\/docs\/answer\/9702507?hl=ja\">Google \u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u30c7\u30fc\u30bf\u30b3\u30cd\u30af\u30bf<\/a>\u3092\u6d3b\u7528\u3057\u305f\u30c7\u30fc\u30bf\u5206\u6790\u3082\u76db\u3093\u306b\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3092\u7d4c\u3066\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u306e\u6539\u5584\u306b\u6d3b\u304b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001Salesforce Marketing Cloud\u3084Firebase\u306bBigQuery\u306e\u30c7\u30fc\u30bf\u304c\u9023\u643a\u3055\u308c\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u3078\u306e\u30e1\u30fc\u30eb\u3084\u30d7\u30c3\u30b7\u30e5\u901a\u77e5\u306e\u914d\u4fe1\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3064\u3044\u6700\u8fd1\u3001<strong>\u30c7\u30fc\u30bf\u5206\u6790Slack bot\u300cDORA (Data Oracle<a target=\"_blank\" href=\"#f-6b472a0e\" id=\"fn-6b472a0e\" name=\"fn-6b472a0e\" title=\"\u30c7\u30fc\u30bf\u7cfb\u3067Oracle\u3068\u3044\u3048\u3070Oracle Database\u304c\u601d\u3044\u6d6e\u304b\u3073\u307e\u3059\u304c\u3001oracle\u306b\u306f\u300c\u795e\u306e\u304a\u3064\u3052\u300d\u3068\u3044\u3046\u610f\u5473\u304c\u3042\u308b\u305d\u3046\u3067\u3059\">*1<\/a> Responsive Assistant)\u300d<\/strong>\u304c\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3066Slack\u304b\u3089\u7c21\u5358\u306bBigQuery\u4e0a\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\uff01 \u307e\u3060\u5b8c\u74a7\u306a\u8fd4\u7b54\u304c\u8fd4\u3063\u3066\u304f\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u5229\u7528\u3055\u308c\u3066\u3044\u304f\u4e2d\u3067\u6539\u5584\u3057\u3066\u3044\u304f\u4e88\u5b9a\u3067\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"DORA\u306b\u5206\u6790\u3092\u304a\u9858\u3044\u3057\u305f\u4f8b\" style=\"width:70%; margin:auto;\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/s\/satopi-utr\/20251114\/20251114131001.png\" width=\"1133\" height=\"888\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>DORA\u306b\u5206\u6790\u3092\u304a\u9858\u3044\u3057\u305f\u4f8b<\/figcaption><\/figure>\n<\/p>\n<h2 id=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/h2>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u30012025\u5e7411\u6708\u6642\u70b9\u3067\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u69cb\u6210\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u3066\u307f\u307e\u3057\u305f\u3002\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u56f3\u3092\u898b\u308b\u3068\u304b\u306a\u308a\u6574\u3063\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u30014\u30f6\u6708\u9593\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u50cd\u3044\u3066\u307f\u3066\u3001\u307e\u3060\u307e\u3060\u8ab2\u984c\u306f\u305f\u304f\u3055\u3093\u3042\u308b\u3068\u611f\u3058\u307e\u3057\u305f\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001<\/p>\n<ul>\n<li>S3\u304b\u3089GCS\u3078\u306e\u30c7\u30fc\u30bf\u8ee2\u9001\u51e6\u7406\u3084dbt\u306e\u51e6\u7406\u304c\u6642\u9593\u3092\u30c8\u30ea\u30ac\u30fc\u3068\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u524d\u306e\u51e6\u7406\u304c\u7d42\u308f\u3063\u3066\u306a\u3044\u306e\u306b\u6b21\u306e\u51e6\u7406\u304c\u59cb\u307e\u3063\u3066\u3057\u307e\u3063\u3066\u5931\u6557\u3059\u308b<\/li>\n<li>Description\u304c\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u30e2\u30c7\u30eb\u304c\u591a\u304f\u3042\u308a\u3001AI\u3067\u5206\u6790\u3055\u305b\u308b\u306e\u304c\u3046\u307e\u304f\u3044\u304b\u306a\u3044<\/li>\n<li>dbt\u306e\u30c6\u30b9\u30c8\u304c\u5145\u8db3\u3057\u3066\u3044\u306a\u3044\u306e\u3067\u3001\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u3092\u5b8c\u5168\u306b\u62c5\u4fdd\u3067\u304d\u3066\u3044\u306a\u3044<\/li>\n<\/ul>\n<p>\u306a\u3069\u306a\u3069\u2026<\/p>\n<h3 id=\"\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u3084\u3063\u3066\u3044\u304d\u305f\u3044\u3053\u3068\">\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u3084\u3063\u3066\u3044\u304d\u305f\u3044\u3053\u3068<\/h3>\n<p>\u50d5\u306f<strong>YOUTRUST\u3067dbt\u30fb\u30c7\u30fc\u30bf\u57fa\u76e4\u306b\u3064\u3044\u3066\u4e00\u756a\u8a73\u3057\u3044\u4eba\u306b\u306a\u308b\u3053\u3068<\/strong>\u3092\u307e\u305a\u306f\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\uff01<br \/>\n\u305d\u3057\u3066\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u3092\u6574\u5099\u3059\u308b\u3053\u3068\u3067\u3001<strong>\u8ab0\u3082\u304c\u7c21\u5358\u306b\u30c7\u30fc\u30bf\u5206\u6790\u3067\u304d\u308b\u72b6\u614b<\/strong>\u3092\u4f5c\u308a\u305f\u3044\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u305f\u3081\u306b\u3082\u3001\u4e0a\u8a18\u306e\u8ab2\u984c\u3092\u3072\u3068\u3064\u305a\u3064\u89e3\u6c7a\u3057\u306a\u304c\u3089\u30c7\u30fc\u30bf\u57fa\u76e4\u3092\u300c\u4f7f\u3044\u3084\u3059\u304f\u3001\u4fe1\u983c\u3067\u304d\u308b\u3082\u306e\u300d\u306b\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\uff01<\/p>\n<\/div>\n\n<br \/><a href=\"https:\/\/tech.youtrust.co.jp\/entry\/2025\/11\/14\/170549\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u3053\u3093\u306b\u3061\u306f\uff01YOUTRUST\u3067\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u3057\u3066\u3044\u308b\u5c0f\u6797\uff08YOUTRUST\uff09\u3067\u3059\u3002 \u5165\u793e\u3057\u30664\u30f6\u6708\u304c\u7d4c\u3061\u3001YOUTRUST\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u306b\u3064\u3044\u3066\u7406\u89e3\u304c\u9032\u3093\u3060\u306e\u3067\u3001\u3053\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u69cb\u6210\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u3088\u3046\u3068\u601d\u3044 [&hellip;]","protected":false},"author":1,"featured_media":23706,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-23705","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is 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