{"id":7127,"date":"2025-09-27T02:10:45","date_gmt":"2025-09-27T02:10:45","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=7127"},"modified":"2025-09-27T02:10:45","modified_gmt":"2025-09-27T02:10:45","slug":"yans%e5%8f%82%e5%8a%a0%e3%81%a8%e3%83%9d%e3%82%b9%e3%82%bf%e3%83%bc%e7%99%ba%e8%a1%a8%ef%bc%9allm%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e5%ba%83%e5%91%8a%e6%96%87%e7%94%9f%e6%88%90%e3%81%ab%e3%81%8a","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/7127\/","title":{"rendered":"YANS\u53c2\u52a0\u3068\u30dd\u30b9\u30bf\u30fc\u767a\u8868\uff1aLLM\u3092\u7528\u3044\u305f\u5e83\u544a\u6587\u751f\u6210\u306b\u304a\u3051\u308b\u300c\u5236\u4f5c\u610f\u56f3\u300d\u306e\u6709\u52b9\u6027\u691c\u8a3c | CyberAgent Developers Blog"},"content":{"rendered":"\n<\/p>\n<div>\n<p><span style=\"font-weight: 400;\">\u3053\u3093\u306b\u3061\u306f\u3002\u304a\u8336\u306e\u6c34\u5973\u5b50\u5927\u5b66\u5927\u5b66\u96621\u5e74\u306e\u65b0\u4e95\u6df1\u6708\u3067\u3059\u3002CA Tech JOB\u30a4\u30f3\u30bf\u30fc\u30f3\u30b7\u30c3\u30d7\u306b8\u6708\u304b\u30899\u6708\u307e\u3067\u306e2\u30f6\u6708\u9593\u53c2\u52a0\u3057\u307e\u3057\u305f\u3002<\/span><span style=\"font-weight: 400;\"><br \/><\/span><span style=\"font-weight: 400;\">\u30a4\u30f3\u30bf\u30fc\u30f3\u306e\u6210\u679c\u3092\u307e\u3068\u3081\u3001<\/span><b>YANS\uff08NLP\u82e5\u624b\u306e\u4f1a\uff09<\/b><span style=\"font-weight: 400;\">\u306b\u53c2\u52a0\u3057\u300cLLM\u3092\u7528\u3044\u305f\u5e83\u544a\u6587\u751f\u6210\u306b\u304a\u3051\u308b\u300e\u5236\u4f5c\u610f\u56f3\u300f\u306e\u6709\u52b9\u6027\u691c\u8a3c\u300d\u3068\u3044\u3046\u30c6\u30fc\u30de\u3067\u30dd\u30b9\u30bf\u30fc\u767a\u8868\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"font-weight: 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style=\"font-weight: 400;\">\u3001\u4eee\u8aac\u691c\u8a3c\u3092\u3057\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignleft size-large wp-image-59089\" src=\"https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/aba1dd9afd994bc383f5259806be7bb4-1024x286.png\" alt=\"\" width=\"800\" height=\"223\" srcset=\"https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/aba1dd9afd994bc383f5259806be7bb4-1024x286.png 1024w, https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/aba1dd9afd994bc383f5259806be7bb4-300x84.png 300w, https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/aba1dd9afd994bc383f5259806be7bb4-768x215.png 768w, https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/aba1dd9afd994bc383f5259806be7bb4-1536x429.png 1536w, https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/aba1dd9afd994bc383f5259806be7bb4.png 1600w\" sizes=\"(max-width: 800px) 100vw, 800px\"\/><\/p>\n<h3><b>\u5b9f\u9a13<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u624b\u6cd5\u306f\u30b7\u30f3\u30d7\u30eb\u3067\u3001\u5e83\u544a\u6587\u751f\u6210\u6642\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u3001LLM\u304c\u5e83\u544a\u30b0\u30eb\u30fc\u30d7\u306e\u30e1\u30bf\u60c5\u5831\uff08\u30ad\u30fc\u30ef\u30fc\u30c9\u3084\u914d\u4fe1\u6e08\u307f\u5e83\u544a\uff09\u304b\u3089\u63a8\u5b9a\u3057\u305f\u5e83\u544a\u306e\u300c\u5236\u4f5c\u610f\u56f3\u300d\u3092\u660e\u793a\u7684\u306b\u4ed8\u4e0e\u3057\u3001\u305d\u306e\u6709\u7121\u3067\u51fa\u529b\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5c06\u6765\u7684\u306b\u306f\u5b9f\u914d\u4fe1\u3067\u306e\u52b9\u679c\u691c\u8a3c\u307e\u3067\u884c\u3046\u60f3\u5b9a\u3067\u3057\u305f\u304c\u3001\u6642\u9593\u306e\u90fd\u5408\u4e0a\u30aa\u30d5\u30e9\u30a4\u30f3\u8a55\u4fa1\u307e\u3067\u3092\u5bfe\u8c61\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3<\/b><span style=\"font-weight: 400;\">\uff1a\u5546\u54c1\u30fb\u6a5f\u80fd\u8aac\u660e\u306e\u307f\u3067\u751f\u6210<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u63d0\u6848\u624b\u6cd5<\/b><span style=\"font-weight: 400;\">\uff1a\u4e0a\u8a18\u306b\u52a0\u3048\u3001\u5236\u4f5c\u610f\u56f3\u3092\u4ed8\u4e0e\u3057\u3066\u751f\u6210<br \/><\/span><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-59090\" src=\"https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/6ac2397867767a902ce2217f0a58282f.png\" alt=\"\" width=\"769\" height=\"223\" srcset=\"https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/6ac2397867767a902ce2217f0a58282f.png 769w, https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/6ac2397867767a902ce2217f0a58282f-300x87.png 300w\" sizes=\"auto, (max-width: 769px) 100vw, 769px\"\/><\/li>\n<\/ul>\n<h2><b>\u4eba\u624b\u8a55\u4fa1<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u307e\u305a\u4eba\u624b\u8a55\u4fa1\u3067\u3001\u63d0\u6848\u624b\u6cd5\u306b\u3088\u308a\u5236\u4f5c\u610f\u56f3\u304c\u53cd\u6620\u3055\u308c\u3066\u3044\u305d\u3046\u304b\u3001\u78ba\u8a8d\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002<\/span><\/p>\n<p>\u00a0<\/p>\n<h3><b>\u8a55\u4fa1\u65b9\u6cd5<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u5236\u4f5c\u610f\u56f3\u304c\u53cd\u6620\u3055\u308c\u3066\u3044\u308b\u304b\u5426\u304b\u3092\u5224\u5b9a\u3057\u3001\u305d\u306e\u8a55\u4fa1\u7406\u7531\u3092\u6559\u3048\u3066\u3044\u305f\u3060\u304d\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><span style=\"font-weight: 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400;\">\u30a2\u30ce\u30c6\u30fc\u30bf\u8a55\u4fa1\u3067\u306f\u3001\u5236\u4f5c\u610f\u56f3\u304c\u53cd\u6620\u3055\u308c\u305f\u5e83\u544a\u6587\u306e\u5272\u5408\u304c52%\u304b\u308954%\u306b\u5fae\u5897\u3057\u307e\u3057\u305f\u3002\u8a55\u4fa1\u7406\u7531\u306b\u30e9\u30d9\u30eb\u4ed8\u3051\u3092\u884c\u3063\u305f\u3068\u3053\u308d\u3001\u5177\u4f53\u6027\u3068\u5fe0\u5b9f\u6027\u306e\u89b3\u70b9\u3067\u306e\u6539\u5584\u304c\u591a\u304f\u898b\u3089\u308c\u307e\u3057\u305f\uff08\u4f8b\uff1a\u62bd\u8c61\u7684\u306a\u8868\u73fe\u304c\u5177\u4f53\u7684\u306a\u8868\u73fe\u306b\u7f6e\u304d\u63db\u308f\u308b\u3001\u4e8b\u5b9f\u6574\u5408\u6027\u3092\u6b20\u304f\u8a00\u3044\u56de\u3057\u304c\u6e1b\u308b\u3001\u306a\u3069\uff09\u3002<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-59091\" src=\"https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/f6f77a1616e27fc34eb1a81aa7dc6262-1024x640.png\" alt=\"\" width=\"568\" height=\"355\" srcset=\"https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/f6f77a1616e27fc34eb1a81aa7dc6262-1024x640.png 1024w, https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/f6f77a1616e27fc34eb1a81aa7dc6262-300x188.png 300w, https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/f6f77a1616e27fc34eb1a81aa7dc6262-768x480.png 768w, https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/f6f77a1616e27fc34eb1a81aa7dc6262-480x300.png 480w, https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/f6f77a1616e27fc34eb1a81aa7dc6262-640x400.png 640w, https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/f6f77a1616e27fc34eb1a81aa7dc6262.png 1472w\" sizes=\"auto, (max-width: 568px) 100vw, 568px\"\/><\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<h2\/>\n<h2><b>LLM\u306b\u3088\u308b\u81ea\u52d5\u8a55\u4fa1<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u4eba\u624b\u8a55\u4fa1\u306e\u6240\u898b\u306b\u57fa\u3065\u304d\u3001\u300c\u672c\u5f53\u306b\u201d\u5fe0\u5b9f\u6027\u201d\u3068\u201d\u5177\u4f53\u6027\u201d\u304c\u4e0a\u304c\u3063\u3066\u3044\u308b\u304b\u300d\u3092\u78ba\u8a8d\u3057\u307e\u3057\u305f\u3002<\/span><\/p>\n<p>\u00a0<\/p>\n<h3><b>\u8a55\u4fa1\u65b9\u6cd5<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u5fe0\u5b9f\u6027\u3068\u5177\u4f53\u6027\u3092LLM\u3067\u4e8c\u5024\uff08Y\/N\uff09\u5224\u5b9a\u3059\u308b\u81ea\u52d5\u8a55\u4fa1\u30d5\u30ed\u30fc\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002\u8a55\u4fa1\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u56fa\u5b9a\u3057\u3001\u5fe0\u5b9f\u6027\u304c\u9ad8\u3044\u304b\u4f4e\u3044\u304b\u3001\u5177\u4f53\u6027\u304c\u9ad8\u3044\u304b\u4f4e\u3044\u304b\u3068\u3044\u3046\u4e8c\u5024\u5224\u5b9a\u3092\u884c\u308f\u305b\u307e\u3057\u305f\u3002<\/span><\/p>\n<p>\u00a0<\/p>\n<h3><b>\u8a55\u4fa1\u7d50\u679c<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u5fe0\u5b9f\u6027\u304c\u9ad8\u3044\u3068\u8a55\u4fa1\u3055\u308c\u305f\u5272\u5408\u306f53%-&gt;55%\u3001\u5177\u4f53\u6027\u304c\u9ad8\u3044\u3068\u8a55\u4fa1\u3055\u308c\u305f\u5272\u5408\u306f24-&gt;27%\u3068\u3001\u3044\u305a\u308c\u3082\u308f\u305a\u304b\u306a\u304c\u3089\u6539\u5584\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3057\u305f\u3002\u4eba\u624b\u8a55\u4fa1\u3068\u81ea\u52d5\u8a55\u4fa1\u306e\u65b9\u5411\u6027\u306f\u6574\u5408\u7684\u3067\u3001\u63d0\u6848\u624b\u6cd5\u304c\u300c\u8a87\u5f35\u306e\u6291\u5236\u300d\u3084\u300c\u8a34\u6c42\u8ef8\u306e\u660e\u78ba\u5316\u300d\u306b\u5bc4\u4e0e\u3059\u308b\u50be\u5411\u304c\u793a\u5506\u3055\u308c\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-59092\" src=\"https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/ed80de20dfec1bd144442f3c2532b6bb.png\" alt=\"\" width=\"459\" height=\"116\" srcset=\"https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/ed80de20dfec1bd144442f3c2532b6bb.png 854w, https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/ed80de20dfec1bd144442f3c2532b6bb-300x76.png 300w, https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/ed80de20dfec1bd144442f3c2532b6bb-768x194.png 768w\" sizes=\"auto, (max-width: 459px) 100vw, 459px\"\/><\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<h2><b>\u30dd\u30b9\u30bf\u30fc\u5236\u4f5c\u3068\u767a\u8868\u6e96\u5099\u306e\u88cf<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u5b9f\u9a13\u304c\u8a08\u753b\u901a\u308a\u306b\u9032\u307e\u305a\u3001\u30dd\u30b9\u30bf\u30fc\u7740\u624b\u304c\u9045\u308c\u305f\u306e\u306f\u6b63\u76f4\u306a\u3068\u3053\u308d\u3067\u3059\u3002\u9650\u3089\u308c\u305f\u6642\u9593\u306e\u4e2d\u3067\u3001\u5b66\u8853\u7684\u306a\u69cb\u6210\uff08\u80cc\u666f\u2192\u8ab2\u984c\u2192\u65b9\u6cd5\u2192\u7d50\u679c\u2192\u793a\u5506\uff09\u3068\u3001\u8996\u899a\u7684\u306b\u4f1d\u308f\u308b\u56f3\u89e3\u306e\u4e21\u7acb\u306b\u82e6\u6226\u3057\u307e\u3057\u305f\u3002<\/span><b\/><\/p>\n<p>\u00a0<\/p>\n<h2><b>YANS\u5f53\u65e5\uff1a\u8b70\u8ad6\u304b\u3089\u5f97\u305f\u793a\u5506<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u5f53\u65e5\u306f\u591a\u304f\u306e\u7814\u7a76\u8005\u306e\u65b9\u306b\u7acb\u3061\u6b62\u307e\u3063\u3066\u3044\u305f\u3060\u304d\u3001\u6d3b\u767a\u306a\u8b70\u8ad6\u304c\u3067\u304d\u307e\u3057\u305f\u3002\u6700\u3082\u591a\u304b\u3063\u305f\u306e\u306f\u3001<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u300c\u305d\u306e\u308f\u305a\u304b\u306a\u7cbe\u5ea6\u5411\u4e0a\u3067\u6700\u7d42\u7684\u306a\u6210\u679c\uff08CTR\/CPA\uff09\u306f\u3069\u306e\u304f\u3089\u3044\u4e0a\u304c\u3063\u305f\u306e\uff1f<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 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style=\"font-weight: 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style=\"font-weight: 400;\">\u4eca\u56de\u306e\u7d4c\u9a13\u306f\u3001\u4eca\u5f8c\u3069\u3093\u306a\u5834\u9762\u3067\u3082\u901a\u7528\u3059\u308b\u8003\u3048\u65b9\u306e\u57fa\u76e4\u3068\u3057\u3066\u5927\u5207\u306b\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u5b66\u3073\u306e\u6a5f\u4f1a\u3092\u304f\u3060\u3055\u3063\u305f\u7686\u69d8\u306b\u3001\u611f\u8b1d\u7533\u3057\u4e0a\u3052\u307e\u3059\u3002\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f\uff01\uff01<\/span><\/p>\n<p>\u00a0<\/p>\n<p><span style=\"font-weight: 400;\">\u203b\u8a73\u7d30\u306f\u30dd\u30b9\u30bf\u30fc\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\uff01<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-59094\" src=\"https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/25b2b2d239400c625abbaa985d56d1e5-721x1024.jpg\" alt=\"\" width=\"484\" height=\"688\" srcset=\"https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/25b2b2d239400c625abbaa985d56d1e5-721x1024.jpg 721w, https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/25b2b2d239400c625abbaa985d56d1e5-211x300.jpg 211w, https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/25b2b2d239400c625abbaa985d56d1e5-768x1090.jpg 768w, https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/25b2b2d239400c625abbaa985d56d1e5.jpg 1054w\" sizes=\"auto, (max-width: 484px) 100vw, 484px\"\/><\/p>\n<p>    <!-- .entry-footer --><\/p>\n<div class=\"entryNav\">\n<div class=\"entryNav__box\"><a target=\"_blank\" class=\"entryNav_link entryNav_previous\" style=\"background-image:url(https:\/\/developers.cyberagent.co.jp\/blog\/wp-content\/uploads\/2025\/09\/43b359862052e8f05758ae02f7eba405-1024x538.jpg)\" href=\"https:\/\/developers.cyberagent.co.jp\/blog\/archives\/58996\/\"><\/p>\n<p>spec-workflow-mcp 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JOB\u30a4\u30f3\u30bf\u30fc\u30f3\u30b7\u30c3\u30d7\u306b8\u6708\u304b\u30899\u6708\u307e\u3067\u306e2\u30f6\u6708\u9593\u53c2\u52a0\u3057\u307e\u3057\u305f\u3002\u30a4\u30f3\u30bf\u30fc\u30f3\u306e\u6210\u679c\u3092\u307e\u3068\u3081\u3001YANS\uff08NLP\u82e5\u624b\u306e\u4f1a\uff09\u306b\u53c2\u52a0\u3057\u300cLLM\u3092\u7528\u3044\u305f\u5e83\u544a\u6587\u751f\u6210 [&hellip;]","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-7127","post","type-post","status-publish","format-standard","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ 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