{"id":7120,"date":"2026-07-14T20:46:02","date_gmt":"2026-07-14T11:46:02","guid":{"rendered":"https:\/\/relasic.jp\/contents\/?post_type=column&#038;p=7120"},"modified":"2026-07-14T20:46:03","modified_gmt":"2026-07-14T11:46:03","slug":"%e3%80%8cnosql%e3%82%b9%e3%82%ad%e3%83%ab%e3%81%8c%e8%bb%a2%e8%81%b7%e5%b8%82%e5%a0%b4%e3%81%a7%e3%81%a9%e3%81%86%e8%a9%95%e4%be%a1%e3%81%95%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%8b%e3%82%8f%e3%81%8b","status":"publish","type":"column","link":"https:\/\/relasic.jp\/contents\/column\/%e3%80%8cnosql%e3%82%b9%e3%82%ad%e3%83%ab%e3%81%8c%e8%bb%a2%e8%81%b7%e5%b8%82%e5%a0%b4%e3%81%a7%e3%81%a9%e3%81%86%e8%a9%95%e4%be%a1%e3%81%95%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%8b%e3%82%8f%e3%81%8b\/","title":{"rendered":"\u300cNoSQL\u30b9\u30ad\u30eb\u304c\u8ee2\u8077\u5e02\u5834\u3067\u3069\u3046\u8a55\u4fa1\u3055\u308c\u308b\u306e\u304b\u308f\u304b\u3089\u306a\u3044\u300d\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u300cRedis\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u00d7MongoDB Atlas Vector Search\u00d7DynamoDB\u00d7AWS Bedrock\u300d\u3092\u7406\u89e3\u3057\u3066\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u6c42\u4eba\u3067\u9078\u3070\u308c\u308b\u65b9\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\/07\/img6-3.jpg\" alt=\"NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u306b\u8ee2\u8077\u3059\u308b\u65b9\u6cd5 2026\u5e74\u7248\" 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\">MongoDB\u3084DynamoDB\u3001Redis\u3092\u4f7f\u3044\u3053\u306a\u3057\u3066\u3044\u308b\u3002\u3067\u3082\u300c\u81ea\u5206\u306e\u30b9\u30ad\u30eb\u304c\u8ee2\u8077\u5e02\u5834\u3067\u3069\u3046\u8a55\u4fa1\u3055\u308c\u308b\u306e\u304b\u300d\u304c\u3088\u304f\u308f\u304b\u3089\u306a\u3044\u3001\u3068\u3044\u3046NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u65b9\u306f\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002RDB\u3068\u306f\u7570\u306a\u308b\u6280\u8853\u4f53\u7cfb\u3092\u6301\u3061\u306a\u304c\u3089\u3001\u6c42\u4eba\u7968\u3067\u306e\u8a18\u8f09\u304cSQL\u3088\u308a\u5c11\u306a\u3044NoSQL\u306f\u3001\u77e5\u3063\u3066\u3044\u308b\u65b9\u306b\u306f\u4fa1\u5024\u304c\u308f\u304b\u3063\u3066\u3082\u3001\u77e5\u3089\u306a\u3044\u63a1\u7528\u62c5\u5f53\u8005\u306b\u306f\u4f1d\u308f\u308a\u306b\u304f\u3044\u3068\u3044\u3046\u554f\u984c\u304c\u3042\u308a\u307e\u3059\u3002<mark style=\"background-color:#fcf100\" class=\"has-inline-color\">2026\u5e74\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u6f6e\u6d41\u306e\u4e2d\u3067\u3001NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u306e\u6b63\u793e\u54e1\u30dd\u30b8\u30b7\u30e7\u30f3\u3092\u5f97\u308b\u305f\u3081\u306b\u77e5\u3063\u3066\u304a\u304f\u3079\u304d\u3053\u3068\u3092\u6574\u7406\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>NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u3068\u3057\u3066\u8ee2\u8077\u3067\u304d\u308b\u6c42\u4eba\u306e\u5b9f\u614b\u3068\u3001\u9700\u8981\u306e\u80cc\u666f\u304c\u308f\u304b\u308a\u307e\u3059<\/li>\n\n\n<li>MongoDB\u30fbDynamoDB\u30fbRedis\u30fbCassandra\u306a\u3069\u7a2e\u985e\u5225\u306e\u9700\u8981\u3068\u5e74\u53ce\u306e\u50be\u5411\u304c\u308f\u304b\u308a\u307e\u3059<\/li>\n\n\n<li>AI\u3068\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u6642\u4ee3\u306b\u300cNoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u4fa1\u5024\u3092\u9ad8\u3081\u308b\u300d\u30ad\u30e3\u30ea\u30a2\u8a2d\u8a08\u304c\u308f\u304b\u308a\u307e\u3059<\/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. NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u8ee2\u8077\u5e02\u5834\u30102026\u5e74\u306e\u5b9f\u614b\u3011<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section2\">2. NoSQL\u7a2e\u985e\u5225\u306e\u9700\u8981\u3068\u5e74\u53ce\u306e\u50be\u5411<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section3\">3. AI\u30fb\u751f\u6210AI\u306e\u666e\u53ca\u3067NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5f79\u5272\u304c\u5909\u308f\u3063\u3066\u3044\u307e\u3059<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:8px\"><a href=\"#section4\">4. NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u8ee2\u8077\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u6e96\u5099<\/a><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"margin-top:8px;margin-bottom:0px\"><a href=\"#section5\">5. \u307e\u3068\u3081\uff1aNoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u8ee2\u8077<\/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. NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u8ee2\u8077\u5e02\u5834\u30102026\u5e74\u306e\u5b9f\u614b\u3011<\/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=\"NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u3067\u30c7\u30fc\u30bf\u57fa\u76e4\u8a2d\u8a08\u306b\u53d6\u308a\u7d44\u3080\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\">NoSQL\u30b9\u30ad\u30eb\u3092\u6301\u3064\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u306e\u6b63\u793e\u54e1\u6c42\u4eba\u306b\u8ee2\u8077\u3067\u304d\u308b\u304b\u3002\u300c\u8ee2\u8077\u3067\u304d\u307e\u3059\u3002\u3080\u3057\u308d\u3001NoSQL\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u5e02\u5834\u5168\u4f53\u3068\u3057\u3066\u4e0d\u8db3\u6c17\u5473\u3067\u3042\u308a\u3001\u9069\u5207\u306a\u5b9f\u7e3e\u3092\u304a\u6301\u3061\u306e\u65b9\u306b\u306f\u9078\u629e\u80a2\u304c\u3042\u308a\u307e\u3059\u300d\u3068\u3044\u3046\u306e\u304c\u73fe\u72b6\u306e\u5224\u65ad\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NoSQL\uff08\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff09\u306f\u3001\u5927\u91cf\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u30fb\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u30fb\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u6c42\u3081\u3089\u308c\u308b\u30b7\u30b9\u30c6\u30e0\u3067\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002Web\u30b5\u30fc\u30d3\u30b9\u30fb\u30b2\u30fc\u30e0\u30fbEC\u30fbIoT\u30fb\u751f\u6210AI\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u306a\u3069\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u304b\u3089\u5927\u4f01\u696d\u307e\u3067\u63a1\u7528\u5b9f\u7e3e\u306e\u3042\u308b\u6280\u8853\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65b9\u3001NoSQL\u306f\u300c\u3069\u306eNoSQL\u304b\u300d\u306b\u3088\u3063\u3066\u5e02\u5834\u306e\u9700\u8981\u898f\u6a21\u304c\u5927\u304d\u304f\u7570\u306a\u308a\u307e\u3059\u3002MongoDB\u30fbDynamoDB\uff08AWS\uff09\u30fbRedis\u306f\u6c42\u4eba\u6570\u304c\u591a\u304f\u3001Cassandra\u30fbFirebase\u30fbCouchbase\u306f\u9700\u8981\u306f\u3042\u308b\u3082\u306e\u306e\u6c42\u4eba\u6570\u304c\u9650\u5b9a\u7684\u306a\u72b6\u6cc1\u3067\u3059\u3002\u3054\u81ea\u8eab\u304c\u7d4c\u9a13\u3055\u308c\u3066\u3044\u308bNoSQL\u306e\u7a2e\u985e\u3092\u628a\u63e1\u3057\u305f\u4e0a\u3067\u3001\u8ee2\u8077\u6226\u7565\u3092\u7acb\u3066\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<h3 id=\"section1-1\" class=\"wp-block-heading\">NoSQL\u304c\u6c42\u3081\u3089\u308c\u308b\u4e3b\u306a\u30b7\u30b9\u30c6\u30e0\u30fb\u696d\u7a2e<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NoSQL\u3092\u4f7f\u3046\u30b7\u30b9\u30c6\u30e0\u306e\u7a2e\u985e\u306f\u3001\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u306e\u50cd\u304d\u65b9\u3068\u306e\u89aa\u548c\u6027\u304c\u9ad8\u3044\u3082\u306e\u304c\u591a\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002SaaS\u3084Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u3067\u306f\u3001MongoDB\u3084DynamoDB\u3092\u4f7f\u3063\u305f\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u958b\u767a\u304c\u30ea\u30e2\u30fc\u30c8\u5b8c\u7d50\u3067\u9032\u3080\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304c\u591a\u304f\u898b\u3089\u308c\u307e\u3059\u3002\u30b2\u30fc\u30e0\u30fb\u30a8\u30f3\u30bf\u30e1\u9818\u57df\u3067\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u51e6\u7406\u306bRedis\u3092\u4f7f\u3046\u30b1\u30fc\u30b9\u304c\u591a\u304f\u3001\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u74b0\u5883\u3067\u958b\u767a\u304c\u5b8c\u7d50\u3057\u3084\u3059\u3044\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002\u751f\u6210AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u306f\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u7ba1\u7406\u306bRedis\u3084MongoDB\u306e\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u6a5f\u80fd\u3092\u4f7f\u3046\u9700\u8981\u304c2025\u5e74\u4ee5\u964d\u306b\u6025\u5897\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fd\u571f\u4ea4\u901a\u7701\u300c\u4ee4\u548c6\u5e74\u5ea6\u30c6\u30ec\u30ef\u30fc\u30af\u4eba\u53e3\u5b9f\u614b\u8abf\u67fb\u300d\u306b\u3088\u308b\u3068\u3001\u60c5\u5831\u901a\u4fe1\u696d\u306e\u30c6\u30ec\u30ef\u30fc\u30af\u5b9f\u65bd\u7387\u306f72.8%\u3068\u5168\u696d\u7a2e\u4e2d\u3067\u6700\u3082\u9ad8\u3044\u6c34\u6e96\u3067\u3059<sup>\uff0a1<\/sup>\u3002SaaS\u30fbWeb\u7cfb\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u306f\u3001\u7279\u306b\u30ea\u30e2\u30fc\u30c8\u5bfe\u5fdc\u306e\u6c42\u4eba\u304c\u591a\u3044\u9818\u57df\u3067\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\/full-remote-work-job\/\" target=\"_blank\" rel=\"noopener\" style=\"display: block;font-size: 18px;font-weight: bold;\">\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u6c42\u4eba\u304c\u591a\u3044\u8077\u7a2e7\u9078\uff01\u5fc5\u9808\u30b9\u30ad\u30eb\u3084\u4ed5\u4e8b\u306e\u63a2\u3057\u65b9\u3082\u89e3\u8aac<\/a>\n<\/p>\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f32 ===== -->\n\n<h2 id=\"section2\" class=\"wp-block-heading\">2. NoSQL\u7a2e\u985e\u5225\u306e\u9700\u8981\u3068\u5e74\u53ce\u306e\u50be\u5411<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">NoSQL\u306b\u306f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u578b\u30fb\u30ad\u30fc\u30d0\u30ea\u30e5\u30fc\u578b\u30fb\u30b0\u30e9\u30d5\u578b\u30fb\u30ef\u30a4\u30c9\u30ab\u30e9\u30e0\u578b\u306a\u3069\u8907\u6570\u306e\u7a2e\u985e\u304c\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u4f7f\u308f\u308c\u308b\u5834\u9762\u3068\u6c42\u4eba\u306e\u6027\u8cea\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u8868\u3067\u4e3b\u8981\u306aNoSQL\u306e\u9700\u8981\u50be\u5411\u3092\u6574\u7406\u3057\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>NoSQL\u306e\u7a2e\u985e<\/strong><\/td><td><strong>\u4ee3\u8868\u7684\u306aDB<\/strong><\/td><td><strong>\u4e3b\u306a\u7528\u9014<\/strong><\/td><td><strong>\u6b63\u793e\u54e1\u5e74\u53ce\u76ee\u5b89<\/strong><\/td><td><strong>\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u5bfe\u5fdc<\/strong><\/td><\/tr>\n<tr><td>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u578b<\/td><td>MongoDB\u3001Firebase<\/td><td>Web\u30a2\u30d7\u30ea\u30fbSaaS\u30fb\u30b3\u30f3\u30c6\u30f3\u30c4\u7ba1\u7406<\/td><td>450\u301c900\u4e07\u5186<\/td><td>\u9ad8\u3044<\/td><\/tr>\n<tr><td>\u30ad\u30fc\u30d0\u30ea\u30e5\u30fc\u578b\uff08\u30a4\u30f3\u30e1\u30e2\u30ea\uff09<\/td><td>Redis<\/td><td>\u30ad\u30e3\u30c3\u30b7\u30e5\u30fb\u30bb\u30c3\u30b7\u30e7\u30f3\u7ba1\u7406\u30fb\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406<\/td><td>500\u301c900\u4e07\u5186<\/td><td>\u9ad8\u3044<\/td><\/tr>\n<tr><td>\u30ef\u30a4\u30c9\u30ab\u30e9\u30e0\u578b<\/td><td>Cassandra<\/td><td>IoT\u30fb\u30ed\u30b0\u7ba1\u7406\u30fb\u5927\u898f\u6a21\u66f8\u304d\u8fbc\u307f<\/td><td>550\u301c1,000\u4e07\u5186<\/td><td>\u4e2d\u301c\u9ad8<\/td><\/tr>\n<tr><td>\u30ad\u30fc\u30d0\u30ea\u30e5\u30fc\u578b\uff08\u30de\u30cd\u30fc\u30b8\u30c9\uff09<\/td><td>DynamoDB\uff08AWS\uff09<\/td><td>\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30fbAWS\u30cd\u30a4\u30c6\u30a3\u30d6\u30a2\u30d7\u30ea<\/td><td>500\u301c1,000\u4e07\u5186\u4ee5\u4e0a<\/td><td>\u9ad8\u3044<\/td><\/tr>\n<tr><td>\u30d9\u30af\u30c8\u30eb\u578b\uff08\u65b0\u8208\uff09<\/td><td>Redis\uff08VSS\uff09\u3001MongoDB Atlas Vector\u3001Pinecone<\/td><td>\u751f\u6210AI\u30fbRAG\u30fb\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22<\/td><td>600\u301c1,200\u4e07\u5186<\/td><td>\u9ad8\u3044<\/td><\/tr>\n<\/tbody><\/table><\/figure>\n\n\n\n<p class=\"has-text-color wp-block-paragraph\" style=\"color:#888888;font-size:12px\">\u203b\u5e74\u53ce\u306fRelasic\u53d6\u308a\u6271\u3044\u6c42\u4eba\u304a\u3088\u3073\u516c\u958b\u60c5\u5831\u306e\u53c2\u8003\u5024\u3067\u3059\u3002\u7d4c\u9a13\u30fb\u30b9\u30ad\u30eb\u30fb\u4f01\u696d\u898f\u6a21\u306b\u3088\u308a\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DynamoDB\u3084\u30d9\u30af\u30c8\u30eb\u578b\u306eNoSQL\u306f\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u30fbAI\u6d3b\u7528\u7cfb\u306e\u7528\u9014\u3068\u91cd\u306a\u308a\u3001\u7279\u306b\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u3067\u958b\u767a\u304c\u5b8c\u7d50\u3067\u304d\u308b\u74b0\u5883\u3067\u306e\u6c42\u4eba\u304c\u591a\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u4e00\u65b9\u3067Cassandra\u306e\u3088\u3046\u306a\u5927\u898f\u6a21\u30a4\u30f3\u30d5\u30e9\u7cfb\u306eNoSQL\u306f\u5e74\u53ce\u30ec\u30f3\u30b8\u304c\u9ad8\u3044\u3082\u306e\u306e\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u6027\u8cea\u4e0a\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306b\u306a\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308a\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\">NoSQL\u30b9\u30ad\u30eb\u3092\u6d3b\u304b\u305b\u308b\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6c42\u4eba\u3092\u78ba\u8a8d\u3059\u308b<\/p>\n\n\n<p class=\"wp-block-paragraph\">Relasic\u3067\u306f\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u30fb\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30fb\u30af\u30e9\u30a6\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u306a\u3069\u3001NoSQL\u30b9\u30ad\u30eb\u3092\u6d3b\u304b\u305b\u308b\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u306e\u6b63\u793e\u54e1\u6c42\u4eba\u30923,790\u4ef6\u4ee5\u4e0a\u53d6\u308a\u6271\u3063\u3066\u3044\u307e\u3059\uff08\u3046\u3061\u30d5\u30eb\u30ea\u30e2\u30fc\u30c81,428\u4ef6\uff09\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\">\u25bc \u6c42\u4eba\u4e00\u89a7\u3092\u898b\u308b<\/a><\/div>\n<\/div>\n\n<\/div><\/div>\n\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f33 ===== -->\n\n<h2 id=\"section3\" class=\"wp-block-heading\">3. AI\u30fb\u751f\u6210AI\u306e\u666e\u53ca\u3067NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5f79\u5272\u304c\u5909\u308f\u3063\u3066\u3044\u307e\u3059<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">2026\u5e74\u306eNoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u5e02\u5834\u3067\u898b\u9003\u305b\u306a\u3044\u306e\u306f\u3001\u751f\u6210AI\u3068NoSQL\u306e\u95a2\u4fc2\u306e\u5909\u5316\u3067\u3059\u3002RAG\uff08Retrieval-Augmented Generation\uff09\u3068\u547c\u3070\u308c\u308b\u751f\u6210AI\u306e\u30c7\u30fc\u30bf\u691c\u7d22\u624b\u6cd5\u3067\u306f\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u3092NoSQL\u3067\u7ba1\u7406\u3059\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u5e83\u304f\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002Redis\u306e\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u6a5f\u80fd\u3001MongoDB Atlas Vector Search\u3001DynamoDB\u00d7AWS Bedrock\u3068\u3044\u3063\u305fNoSQL\u00d7AI\u9023\u643a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u304c\u6025\u5897\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d4c\u6e08\u7523\u696d\u7701\u300cIT\u4eba\u6750\u9700\u7d66\u306b\u95a2\u3059\u308b\u8abf\u67fb\u300d\uff082019\u5e74\u516c\u8868\uff09\u3067\u306f\u3001AI\u30fbIoT\u30fb\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306a\u3069\u306e\u5148\u7aefIT\u4eba\u6750\u306f2030\u5e74\u306b\u5411\u3051\u3066\u4e0d\u8db3\u304c\u62e1\u5927\u3057\u7d9a\u3051\u308b\u3068\u63a8\u8a08\u3055\u308c\u3066\u3044\u307e\u3059<sup>\uff0a2<\/sup>\u3002NoSQL\u306e\u30b9\u30ad\u30eb\u3092\u6301\u3061\u306a\u304c\u3089AI\u57fa\u76e4\u3068\u306e\u63a5\u7d9a\u3092\u7406\u89e3\u3067\u304d\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u3053\u306e\u9818\u57df\u3067\u306e\u30ad\u30e3\u30ea\u30a2\u30c1\u30e3\u30f3\u30b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u304c\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3059\u308b\u5834\u9762\u304c\u5897\u3048\u308b\u4e2d\u3067\u3082\u3001NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u6c42\u3081\u3089\u308c\u308b\u306e\u306f\u3001AI\u304c\u751f\u6210\u3059\u308b\u30b3\u30fc\u30c9\u304c\u6b63\u3057\u3044NoSQL\u306e\u8a2d\u8a08\u5224\u65ad\u306b\u57fa\u3065\u3044\u3066\u3044\u308b\u304b\u3092\u8a55\u4fa1\u3057\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u30fb\u30c7\u30fc\u30bf\u4e00\u8cab\u6027\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3092\u5224\u65ad\u3067\u304d\u308b\u5c02\u9580\u6027\u3067\u3059\u3002\u3053\u306e\u5224\u65ad\u529b\u3053\u305d\u304c\u3001AI\u30c4\u30fc\u30eb\u3078\u306e\u4ee3\u66ff\u304c\u96e3\u3057\u3044\u4eba\u9593\u306e\u5c02\u9580\u6027\u3067\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\n<h3 id=\"section3-1\" class=\"wp-block-heading\">NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u8ee2\u8077\u3067\u8a55\u4fa1\u3055\u308c\u308b\u300c\u30d7\u30e9\u30b9\u30a2\u30eb\u30d5\u30a1\u300d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a1\u7528\u73fe\u5834\u306e\u58f0\u3092\u8e0f\u307e\u3048\u308b\u3068\u3001\u300cNoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u3057\u3066\u6b63\u793e\u54e1\u63a1\u7528\u3057\u305f\u3044\u300d\u3068\u4f01\u696d\u304c\u8003\u3048\u308b\u3068\u304d\u3001\u6c42\u3081\u3066\u3044\u308b\u306e\u306f\u6280\u8853\u306e\u6df1\u3055\u3060\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\u306b\u3001RDB\u3068NoSQL\u306e\u4f7f\u3044\u5206\u3051\u5224\u65ad\u304c\u3067\u304d\u308b\u3053\u3068\u3002\u3069\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067NoSQL\u304c\u9069\u5207\u3067\u3001RDB\u3067\u306f\u5bfe\u5fdc\u304c\u96e3\u3057\u3044\u306e\u304b\u3092\u8aac\u660e\u3067\u304d\u308b\u65b9\u306f\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u306e\u8b70\u8ad6\u306b\u53c2\u52a0\u3067\u304d\u307e\u3059\u3002\u7b2c\u4e8c\u306b\u3001\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3067\u306e\u904b\u7528\u7d4c\u9a13\u3002AWS\u30fbGCP\u30fbAzure\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\uff08DynamoDB\u3001Firestore\u3001Azure Cosmos DB\u7b49\uff09\u3067\u306e\u904b\u7528\u7d4c\u9a13\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u4f01\u696d\u3067\u306e\u8a55\u4fa1\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u7b2c\u4e09\u306b\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u5b9f\u7e3e\u3002\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u8a2d\u8a08\u30fb\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u6226\u7565\u30fb\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u8a2d\u5b9a\u306a\u3069\u3001\u672c\u756a\u898f\u6a21\u306eNoSQL\u74b0\u5883\u3067\u306e\u969c\u5bb3\u5bfe\u5fdc\u30fb\u6027\u80fd\u6539\u5584\u7d4c\u9a13\u306f\u3001\u4e0a\u6d41\u5de5\u7a0b\u3092\u62c5\u3046\u30dd\u30b8\u30b7\u30e7\u30f3\u3078\u306e\u79fb\u884c\u3092\u5f8c\u62bc\u3057\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u3089\u306b\u3001\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u306e\u6b63\u793e\u54e1\u30dd\u30b8\u30b7\u30e7\u30f3\u3067\u306f\u3001\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3060\u3051\u3067\u306a\u304f\u4f01\u753b\u30fb\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3078\u306e\u95a2\u4e0e\u304c\u63a1\u7528\u57fa\u6e96\u3068\u3057\u3066\u91cd\u8996\u3055\u308c\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u81ea\u5f8b\u3057\u3066\u52d5\u304d\u3001\u30c1\u30fc\u30e0\u3084\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u3068\u5bfe\u8a71\u3067\u304d\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3001\u30ea\u30e2\u30fc\u30c8\u74b0\u5883\u3067\u306e\u6b63\u793e\u54e1\u63a1\u7528\u3067\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<!-- ===== \u30bb\u30af\u30b7\u30e7\u30f34 ===== -->\n\n<h2 id=\"section4\" class=\"wp-block-heading\">4. NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u8ee2\u8077\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306e\u6e96\u5099<\/h2>\n\n\n<h3 id=\"section4-1\" class=\"wp-block-heading\">\u300c\u4f55\u306e\u305f\u3081\u306bNoSQL\u3092\u4f7f\u3063\u305f\u304b\u300d\u3092\u8a9e\u308c\u308b\u3088\u3046\u306b\u3059\u308b<\/h3>\n<p class=\"wp-block-paragraph\">\u300cMongoDB\u3092\u4f7f\u3063\u305f\u30b7\u30b9\u30c6\u30e0\u306e\u958b\u767a\u3092\u3057\u3066\u3044\u307e\u3059\u300d\u3067\u306f\u3001\u63a1\u7528\u62c5\u5f53\u8005\u306b\u306f\u6280\u8853\u306e\u6df1\u3055\u304c\u4f1d\u308f\u308a\u307e\u305b\u3093\u3002\u300cMongoDB\u3092\u4f7f\u7528\u3057\u305fEC\u30b5\u30fc\u30d3\u30b9\u306e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3067\u30011\u65e5100\u4e07\u4ef6\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u6271\u3046\u30c7\u30fc\u30bf\u8a2d\u8a08\u3092\u62c5\u5f53\u3057\u305f\u300d\u300cDynamoDB\u3092\u4f7f\u3063\u305f\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3078\u306e\u79fb\u884c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u30ea\u30fc\u30c9\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u904b\u7528\u30b3\u30b9\u30c8\u3092\u6539\u5584\u3057\u305f\u300d\u3068\u3044\u3063\u305f\u5f62\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u76ee\u7684\u3068NoSQL\u306e\u9078\u5b9a\u7406\u7531\u30fb\u8a2d\u8a08\u306e\u5224\u65ad\u3092\u8a00\u8a9e\u5316\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n<h3 id=\"section4-2\" class=\"wp-block-heading\">AI\u30fb\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u6d3b\u7528\u3078\u306e\u95a2\u5fc3\u3092\u793a\u3059<\/h3>\n<p class=\"wp-block-paragraph\">2026\u5e74\u306e\u8ee2\u8077\u5e02\u5834\u3067\u306f\u3001NoSQL\u00d7AI\uff08\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u30fbRAG\u69cb\u6210\uff09\u3078\u306e\u7406\u89e3\u3092\u793a\u305b\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u3001\u751f\u6210AI\u95a2\u9023\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306e\u6c42\u4eba\u306b\u512a\u4f4d\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u500b\u4eba\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u306eRedis\u30d9\u30af\u30c8\u30eb\u30b9\u30c8\u30a2\u3084MongoDB Atlas Vector Search\u306e\u691c\u8a3c\u7d4c\u9a13\u3067\u3082\u3001\u30a2\u30d4\u30fc\u30eb\u306e\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n<h3 id=\"section4-3\" class=\"wp-block-heading\">RDB\u30fbSQL\u77e5\u8b58\u3068\u306e\u30bb\u30c3\u30c8\u3067\u30a2\u30d4\u30fc\u30eb\u3059\u308b<\/h3>\n<p class=\"wp-block-paragraph\">NoSQL\u306e\u5c02\u9580\u6027\u306f\u3001RDB\u3068\u306e\u6bd4\u8f03\u3067\u8a9e\u308c\u308b\u3053\u3068\u3067\u3088\u308a\u8aac\u5f97\u529b\u304c\u5897\u3057\u307e\u3059\u3002\u300cRDB\u3068NoSQL\u306e\u4f7f\u3044\u5206\u3051\u3092\u5224\u65ad\u3067\u304d\u308b\u300d\u3068\u3044\u3046\u8a34\u6c42\u306f\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u306b\u95a2\u4e0e\u3067\u304d\u308b\u4eba\u6750\u3068\u3057\u3066\u306e\u8a55\u4fa1\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002SQL\u306e\u57fa\u790e\u77e5\u8b58\u304c\u3042\u308b\u3053\u3068\u3092\u524d\u63d0\u3068\u3057\u3066\u3001\u305d\u308c\u3092\u3069\u3046\u6d3b\u304b\u3057NoSQL\u306e\u9078\u5b9a\u306b\u81f3\u3063\u305f\u304b\u3092\u8aac\u660e\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304f\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n<h3 id=\"section4-4\" class=\"wp-block-heading\">\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u306e\u6761\u4ef6\u3092\u78ba\u8a8d\u3059\u308b<\/h3>\n<p class=\"wp-block-paragraph\">Relasic\u304c\u53d6\u308a\u6271\u3046\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af\u5bfe\u5fdc\u6c42\u4eba\u3067\u306f\u3001\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\uff08\u5b8c\u5168\u5728\u5b85\uff09\u3068\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306e\u6c42\u4eba\u304c\u6df7\u5728\u3057\u3066\u3044\u307e\u3059\u3002NoSQL\u3092\u6d3b\u304b\u305b\u308b\u8077\u7a2e\u306fSaaS\u30fbWeb\u7cfb\u304c\u591a\u304f\u3001\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u5bfe\u5fdc\u306e\u6c42\u4eba\u304c\u6bd4\u8f03\u7684\u591a\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002\u516c\u958b\u6c42\u4eba3,790\u4ef6\u306e\u3046\u3061\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u306f1,428\u4ef6\u3067\u3059\u3002\u5e0c\u671b\u6761\u4ef6\u3092\u6574\u7406\u3057\u305f\u4e0a\u3067\u3054\u76f8\u8ac7\u3044\u305f\u3060\u304f\u3053\u3068\u3067\u3001\u30de\u30c3\u30c1\u3059\u308b\u6c42\u4eba\u3092\u52b9\u7387\u3088\u304f\u898b\u3064\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\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\u30f35\u30fb\u307e\u3068\u3081 ===== -->\n\n<h2 id=\"section5\" class=\"wp-block-heading\">5. \u307e\u3068\u3081\uff1aNoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u8ee2\u8077<\/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>NoSQL\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u6c42\u4eba\u306f\u5b58\u5728\u3057\u3066\u304a\u308a\u3001SaaS\u30fbWeb\u30fbAI\u6d3b\u7528\u7cfb\u306e\u30dd\u30b8\u30b7\u30e7\u30f3\u304c\u591a\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059<\/li>\n\n\n<li>Redis\u30fbMongoDB\u30fbDynamoDB\u306f\u6c42\u4eba\u6570\u304c\u591a\u304f\u3001\u30d9\u30af\u30c8\u30eb\u578bNoSQL\u306fAI\u9023\u643a\u9700\u8981\u3067\u4f38\u3073\u3066\u3044\u307e\u3059<\/li>\n\n\n<li>AI\u304c\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3059\u308b\u6642\u4ee3\u3067\u3082\u3001RDB\/NoSQL\u306e\u4f7f\u3044\u5206\u3051\u5224\u65ad\u30fb\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8a2d\u8a08\u30fb\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u5bfe\u5fdc\u306f\u4eba\u9593\u306e\u5c02\u9580\u6027\u304c\u5fc5\u8981\u306a\u9818\u57df\u3067\u3059<\/li>\n\n\n<li>\u30d5\u30eb\u30ea\u30e2\u30fc\u30c8\u6b63\u793e\u54e1\u63a1\u7528\u3067\u306f\u3001\u6280\u8853\u306e\u6df1\u3055\u306b\u52a0\u3048\u3066\u4f01\u753b\u30fb\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30fb\u30b9\u30c6\u30fc\u30af\u30db\u30eb\u30c0\u30fc\u5bfe\u8a71\u3078\u306e\u95a2\u4e0e\u7d4c\u9a13\u304c\u8a55\u4fa1\u3055\u308c\u307e\u3059<\/li>\n\n\n<li>\u8ee2\u8077\u6d3b\u52d5\u3067\u306f\u300c\u4f55\u306e\u305f\u3081\u306bNoSQL\u3092\u4f7f\u3063\u305f\u304b\u300d\u306e\u30d3\u30b8\u30cd\u30b9\u6587\u8108\u3067\u306e\u8a00\u8a9e\u5316\u304c\u6709\u52b9\u3067\u3059<\/li>\n<\/ul>\n\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">NoSQL\u306e\u7d4c\u9a13\u3092\u304a\u6301\u3061\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u6b21\u306e\u30ad\u30e3\u30ea\u30a2\u30b9\u30c6\u30c3\u30d7\u3092\u8003\u3048\u308b\u3068\u304d\u3001AI\u9023\u643a\u30fb\u30af\u30e9\u30a6\u30c9\u30fb\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u3068\u3044\u30463\u3064\u306e\u65b9\u5411\u6027\u306e\u3069\u3053\u306b\u529b\u3092\u5165\u308c\u308b\u304b\u3092\u8003\u3048\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\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\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\uff08\u682a\u5f0f\u4f1a\u793eLASSIC\u904b\u55b6\uff09\u3002NoSQL\u30b9\u30ad\u30eb\u3092\u6d3b\u304b\u305b\u308b\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u30fb\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30fb\u30af\u30e9\u30a6\u30c9\u30a8\u30f3\u30b8\u30cb\u30a2\u306a\u3069\u30013,790\u4ef6\u4ee5\u4e0a\u306e\u6c42\u4eba\u304b\u3089\u3054\u63d0\u6848\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u304a\u6c17\u8efd\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\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:\/\/www.mlit.go.jp\/report\/press\/content\/001733057.pdf\" target=\"_blank\" rel=\"noopener\" style=\"color:#999999;\">\u56fd\u571f\u4ea4\u901a\u7701\u300c\u4ee4\u548c6\u5e74\u5ea6\u30c6\u30ec\u30ef\u30fc\u30af\u4eba\u53e3\u5b9f\u614b\u8abf\u67fb\u300d\uff082025\u5e74\u516c\u8868\uff09<\/a><br>\uff0a2\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":7114,"template":"","genre":[390],"class_list":["post-7120","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\/7120","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\/7114"}],"wp:attachment":[{"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/media?parent=7120"}],"wp:term":[{"taxonomy":"genre","embeddable":true,"href":"https:\/\/relasic.jp\/contents\/wp-json\/wp\/v2\/genre?post=7120"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}