{"id":4748,"date":"2018-01-12T08:00:24","date_gmt":"2018-01-11T23:00:24","guid":{"rendered":"https:\/\/vitalify.jp\/app-lab\/?p=4748"},"modified":"2018-10-15T13:51:30","modified_gmt":"2018-10-15T04:51:30","slug":"20180112-vietnam-it-survey","status":"publish","type":"post","link":"https:\/\/vitalify.jp\/app-lab\/vietnam-offshore\/20180112-vietnam-it-survey\/","title":{"rendered":"2018\u5e74\u521d\u982d\u30d9\u30c8\u30ca\u30e0AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7d66\u4e0e\u6c34\u6e96\u306f\uff1fIT\u4eba\u6750\u30ec\u30dd\u30fc\u30c8\u304b\u3089\u898b\u308b\u30d9\u30c8\u30ca\u30e0\u30aa\u30d5\u30b7\u30e7\u30a2\u958b\u767a\u306e\u6700\u65b0\u4e8b\u60c5"},"content":{"rendered":"<p>2018\u5e74\u30d9\u30c8\u30ca\u30e0\u3067\u3082\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304cAI\u306e\u958b\u767a\u3067\u3059\u3002\u4ee5\u524dTopDev\u793e\u306b\u3088\u308b2017\u5e74\u4e0a\u671f(1\uff5e6\u6708)\u30d9\u30c8\u30ca\u30e0IT\u4eba\u6750\u306b\u95a2\u3059\u308b\u30ec\u30dd\u30fc\u30c8\u304b\u3089\u300c<a href=\"https:\/\/vitalify.jp\/app-lab\/20170914-vietnam-it-survey\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u958b\u767a\u8a00\u8a9e\u3054\u3068\u306e\u7d66\u4e0e\u6c34\u6e96<\/a>\u300d\u300c<a href=\"https:\/\/vitalify.jp\/app-lab\/20170925-vietnam-it-survey\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u798f\u5229\u539a\u751f\u3084\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7<\/a>\u300d\u306e2\u56de\u306b\u6e21\u3063\u3066\u7d39\u4ecb\u3092\u3057\u307e\u3057\u305f\u304c\u30012017\u5e74\u672b\u306b\u6700\u65b0\u7248\u300e<a href=\"https:\/\/blog.topdev.vn\/bao-cao-nganh-lap-trinh-2017\/\" target=\"_blank\" rel=\"noopener noreferrer\">VIETNAM DEVELOPER LANDSCAPE 2017<\/a>\u300f\u304c\u767a\u8868\u3055\u308c\u3001AI\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7d66\u4e0e\u6c34\u6e96\u306b\u3064\u3044\u3066\u3082\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u305d\u3053\u3067\u4eca\u56de\u306f\u3001\u30d9\u30c8\u30ca\u30e0\u306e\u30aa\u30d5\u30b7\u30e7\u30a2\u958b\u767a\u3067\u30cb\u30fc\u30ba\u306e\u3042\u308b<span class=\"important-bold\">IT\u30b9\u30ad\u30eb\uff65\u958b\u767a\u8a00\u8a9e\uff65\u7d66\u4e0e\u6c34\u6e96\u306e\u6700\u65b0\u72b6\u6cc1\u306b\u52a0\u3048\u3066\u3001AI\u30a8\u30f3\u30b8\u30f3\u30b8\u30cb\u30a2\u306e\u7d66\u4e0e\u6c34\u6e96\uff65\u5229\u7528\u3057\u3066\u3044\u308b\u958b\u767a\u8a00\u8a9e<\/span>\u306b\u3064\u3044\u3066\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u21d2<span class=\"danger-bold\">NEW<\/span><a href=\"https:\/\/vitalify.jp\/app-lab\/20181012-vietnam-it-survey\/\" target=\"_blank\" rel=\"noopener noreferrer\">2018\u5e7410\u670812\u65e5\u306b\u6700\u65b0\u306eIT\u30a8\u30f3\u30b8\u30cb\u30a2\/\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u306e\u7d66\u4e0e\u6c34\u6e96\u306b\u3064\u3044\u3066\u65b0\u305f\u306b\u8a18\u4e8b\u3092\u516c\u958b\u3057\u307e\u3057\u305f<\/a><br \/>\n<!--more--><\/p>\n<div id=\"toc_container\" class=\"no_bullets\"><p class=\"toc_title\">\u76ee\u6b21<\/p><ul class=\"toc_list\"><li><a href=\"#1\">1. \u7d66\u6599\u3078\u306e\u4e0d\u6e80\u306f\u9ad8\u3044\u304c\u8ee2\u8077\u6d3b\u52d5\u306f\u53d7\u3051\u8eab\uff1f<\/a><ul><li><a href=\"#1-1IT\">1-1.\u00a0\u30d9\u30c8\u30ca\u30e0\u4ebaIT\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8ee2\u8077\u610f\u8b58<\/a><\/li><li><a href=\"#1-2\">1-2.\u00a0\u3069\u306e\u304f\u3089\u3044\u524d\u304b\u3089\u65b0\u3057\u3044\u4ed5\u4e8b(\u8ee2\u8077\u5148)\u3092\u63a2\u3057\u3066\u3044\u308b\u306e\u304b\uff1f<\/a><\/li><li><a href=\"#1-3\">1-3. \u7d66\u6599\u306f\u81ea\u8eab\u306e\u80fd\u529b\u306b\u898b\u5408\u3063\u3066\u3044\u308b\u3068\u8003\u3048\u3066\u3044\u308b\u306e\u304b\uff1f<\/a><\/li><\/ul><\/li><li><a href=\"#2IT\">2.\u00a0\u30d9\u30c8\u30ca\u30e0\u4ebaIT\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8077\u7a2e\u5225\u306e\u7d66\u6599\u6c34\u6e96<\/a><ul><li><a href=\"#2-1\">2-1. \u30d9\u30c8\u30ca\u30e0\u3067\u306f\u7d66\u6599\u3092\u624b\u53d6\u308a\u3067\u5408\u610f\u3059\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044<\/a><\/li><li><a href=\"#2-2\">2-2. \u5e73\u5747\u3067\u306f\u6e2c\u308c\u306a\u3044\u307b\u3069\u7d66\u6599\u306e\u4e0a\u4e0b\u306b\u5e45\u304c\u3042\u308a\u6025\u6fc0\u306a\u6607\u7d66\u3082\u3042\u308b<\/a><\/li><\/ul><\/li><li><a href=\"#3_2018AIJavaScript\">3. 2018\u5e74\u306e\u6280\u8853\u30c8\u30ec\u30f3\u30c9\uff5eAI\u95a2\u4fc2\u3084JavaScript\u304c\u4eba\u6c17\uff5e<\/a><ul><li><a href=\"#3-1_2017\">3-1. 2017\u5e74\u30d9\u30c8\u30ca\u30e0\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u958b\u767a\u8a00\u8a9e<\/a><\/li><li><a href=\"#3-22018\">3-2.\u00a02018\u5e74\u30d9\u30c8\u30ca\u30e0\u3067\u5229\u7528\u304c\u5897\u3048\u308b\u3067\u3042\u308d\u3046\u958b\u767a\u8a00\u8a9e<\/a><\/li><li><a href=\"#3-3_2017\">3-3. 2017\u5e74\u30d9\u30c8\u30ca\u30e0\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u7b49<\/a><\/li><li><a href=\"#3-42018\">3-4.\u00a02018\u5e74\u30d9\u30c8\u30ca\u30e0\u3067\u5229\u7528\u304c\u5897\u3048\u308b\u3067\u3042\u308d\u3046\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u7b49<\/a><\/li><li><a href=\"#3-5\">3-5.\u00a0\u30d9\u30c8\u30ca\u30e0\u3067\u5229\u7528\u306e\u591a\u3044\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u6280\u8853<\/a><\/li><\/ul><\/li><li><a href=\"#4\">4. \u30d9\u30c8\u30ca\u30e0\u3067\u30aa\u30d5\u30b7\u30e7\u30a2\u958b\u767a\u3092\u3059\u308b\u306a\u3089\u73fe\u5730\u3092\u719f\u77e5\u3057\u305f\u30d0\u30a4\u30bf\u30ea\u30d5\u30a3\u3078<\/a><\/li><\/ul><\/div>\n<h2><span id=\"1\">1. \u7d66\u6599\u3078\u306e\u4e0d\u6e80\u306f\u9ad8\u3044\u304c\u8ee2\u8077\u6d3b\u52d5\u306f\u53d7\u3051\u8eab\uff1f<\/span><\/h2>\n<p>\u6700\u521d\u306b\u3053\u306e\u8abf\u67fb\u30ec\u30dd\u30fc\u30c8(\u539f\u6587\u306f\u30d9\u30c8\u30ca\u30e0\u8a9e)\u306f\u30015,000\u4eba\u4ee5\u4e0a\u306e\u6c42\u8077\u8005(TopDev\u30b5\u30a4\u30c8\u3078\u306e\u767b\u9332\u8005)\u3068300\u793e\u306e\u6c42\u4eba\u3092\u5143\u306b\u5206\u6790\u3057\u3066\u4f5c\u6210\u3055\u308c\u305f\u3068\u3042\u308a\u307e\u3059\u3002\u307e\u305a\u30d9\u30c8\u30ca\u30e0\u4eba\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u8ee2\u8077\u306b\u3064\u3044\u3066\u3069\u306e\u3088\u3046\u306b\u8003\u3048\u3066\u3044\u3066\u6e96\u5099\u3057\u3066\u3044\u308b\u306e\u304b\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3><span id=\"1-1IT\">1-1.\u00a0\u30d9\u30c8\u30ca\u30e0\u4ebaIT\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8ee2\u8077\u610f\u8b58<\/span><\/h3>\n<p>\u8ee2\u8077\u306b\u3064\u3044\u3066\u3069\u306e\u3088\u3046\u306b\u8003\u3048\u3066\u3044\u308b\u306e\u304b\u3092\u898b\u3066\u307f\u307e\u3059\u3002<\/p>\n<p>\u25c6\u81ea\u3089\u7a4d\u6975\u7684\u306b\u8ee2\u8077\u6d3b\u52d5\u3092\u3057\u3066\u3044\u306a\u3044\u304c\u826f\u3044\u30c1\u30e3\u30f3\u30b9\u304c\u3042\u308c\u3070\u8ee2\u8077\u3092\u3057\u305f\u3044\uff1a62%<br \/>\n\u25c6\u8ee2\u8077\u306b\u3064\u3044\u3066\u8003\u3048\u3066\u3044\u306a\u3044\uff1a25%<br \/>\n\u25c6\u81ea\u3089\u7a4d\u6975\u7684\u306b\u8ee2\u8077\u6d3b\u52d5\u3092\u8003\u3048\u3066\u3044\u308b\uff1a13%<\/p>\n<p>\u610f\u5916\u306b\u3082\u300c\u826f\u3044\u30c1\u30e3\u30f3\u30b9\u304c\u3042\u308c\u3070\uff65\uff65\uff65\u300d\u3068\u3044\u3063\u305f\u56de\u7b54\u304c\u591a\u304f\u3001<span class=\"important-bold\">\u3059\u3050\u306b\u3067\u3082\u8ee2\u8077\u3057\u305f\u3044\u306e\u3067\u7a4d\u6975\u7684\u306b\u6d3b\u52d5\u4e2d\u3068\u3044\u3046\u306e\u306f\u5168\u4f53\u304b\u3089\u898b\u3066\u5c11\u6570<\/span>\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<h3><span id=\"1-2\">1-2.\u00a0\u3069\u306e\u304f\u3089\u3044\u524d\u304b\u3089\u65b0\u3057\u3044\u4ed5\u4e8b(\u8ee2\u8077\u5148)\u3092\u63a2\u3057\u3066\u3044\u308b\u306e\u304b\uff1f<\/span><\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-4751\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u8ee2\u8077\u5148\u3092\u63a2\u3059\u671f\u9593.png\" alt=\"\" width=\"803\" height=\"485\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u8ee2\u8077\u5148\u3092\u63a2\u3059\u671f\u9593.png 803w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u8ee2\u8077\u5148\u3092\u63a2\u3059\u671f\u9593-300x181.png 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u8ee2\u8077\u5148\u3092\u63a2\u3059\u671f\u9593-768x464.png 768w\" sizes=\"(max-width: 803px) 100vw, 803px\" \/><\/p>\n<table width=\"254\">\n<tbody>\n<tr>\n<td style=\"text-align: center;\" width=\"182\">1\u5e74\u4ee5\u5185<\/td>\n<td style=\"text-align: center;\" width=\"72\">37.6%<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">1\uff5e2\u5e74<\/td>\n<td style=\"text-align: center;\">25.4%<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">2\uff5e4\u5e74<\/td>\n<td style=\"text-align: center;\">18.5%<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">4\u5e74\u4ee5\u4e0a<\/td>\n<td style=\"text-align: center;\">14.2%<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">\u4ed5\u4e8b\u3092\u63a2\u3057\u3066\u3044\u306a\u3044<\/td>\n<td style=\"text-align: center;\">4.3%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3068\u3042\u308a\u30016\u5272\u8fd1\u304f\u304c1\u5e74\u4ee5\u4e0a\u3068\u6642\u9593\u3092\u304b\u3051\u3066\u3044\u308b\u72b6\u6cc1\u3082\u4f3a\u3048\u307e\u3059\u3002<\/p>\n<p>\u3061\u306a\u307f\u306b\u6c42\u4eba\u30b5\u30a4\u30c8\u3078\u767b\u9332\u3057\u305f\u8077\u52d9\u7d4c\u6b74\u66f8\u7b49\u306b\u3064\u3044\u3066\u306f\u30013\u5272\u8fd1\u304f\u304c\u3042\u307e\u308a\u66f4\u65b0\u3092\u3057\u3066\u304a\u3089\u305a\uff08\u5b9a\u671f\u7684\u306b\u66f4\u65b0\u3092\u3057\u3066\u3044\u308b\u306e\u306f\u3001\u308f\u305a\u304b6%\u5f31\uff09\u3001<span class=\"important-bold\">\u4e00\u822c\u306b\u601d\u308f\u308c\u3066\u3044\u308b\u307b\u3069\u8ee2\u8077\u6d3b\u52d5\u306b\u7a4d\u6975\u7684\u3067\u306f\u306a\u3044\u30d9\u30c8\u30ca\u30e0\u4ebaIT\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4e00\u9762<\/span>\u304c\u898b\u3048\u307e\u3059\u3002<\/p>\n<h3><span id=\"1-3\">1-3. \u7d66\u6599\u306f\u81ea\u8eab\u306e\u80fd\u529b\u306b\u898b\u5408\u3063\u3066\u3044\u308b\u3068\u8003\u3048\u3066\u3044\u308b\u306e\u304b\uff1f<\/span><\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-4750\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u80fd\u529b\u3068\u7d66\u6599\u306e\u6bd4\u8f03.png\" alt=\"\" width=\"912\" height=\"502\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u80fd\u529b\u3068\u7d66\u6599\u306e\u6bd4\u8f03.png 912w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u80fd\u529b\u3068\u7d66\u6599\u306e\u6bd4\u8f03-300x165.png 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u80fd\u529b\u3068\u7d66\u6599\u306e\u6bd4\u8f03-768x423.png 768w\" sizes=\"(max-width: 912px) 100vw, 912px\" \/><\/p>\n<table width=\"292\">\n<tbody>\n<tr>\n<td style=\"text-align: center;\" width=\"220\">\u671f\u5f85\u4ee5\u4e0a\u306b\u3059\u3054\u304f\u9ad8\u304f\u8a55\u4fa1\u3055\u308c\u3066\u3044\u308b<\/td>\n<td style=\"text-align: center;\" width=\"72\">0.3%<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">\u671f\u5f85\u3088\u308a\u3082\u9ad8\u304f\u8a55\u4fa1\u3055\u308c\u3066\u3044\u308b<\/td>\n<td style=\"text-align: center;\">5.1%<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">\u7d0d\u5f97\u3067\u304d\u308b\u6c34\u6e96<\/td>\n<td style=\"text-align: center;\">34.3%<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">\u4e0d\u6e80\u3067\u3042\u308b<\/td>\n<td style=\"text-align: center;\">49.8%<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">\u975e\u5e38\u306b\u4e0d\u6e80\u3067\u3042\u308b<\/td>\n<td style=\"text-align: center;\">10.5%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3067\u3042\u308a6\u5272\u304c\u4e0d\u6e80\u3068\u3044\u3046\u7d50\u679c\u3067\u3057\u305f\u3002<\/p>\n<p>\u53c2\u8003\u307e\u3067\u306b<a href=\"https:\/\/vitalify.jp\/app-lab\/20170925-vietnam-it-survey\/#1_IT\" target=\"_blank\" rel=\"noopener noreferrer\">\u4ee5\u524d\u7d39\u4ecb\u3057\u305f2017\u5e74\u4e0a\u671f\u306e\u30ec\u30dd\u30fc\u30c8<\/a>\u3067\u306f\u3001\u4e0d\u6e80\u8db3\u304c3\u5206\u306e1\u3060\u3063\u305f\u306e\u3067\u305d\u308c\u3088\u308a\u306f\u304b\u306a\u308a\u4e0d\u6e80\u304c\u5897\u3048\u305f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u30d9\u30c8\u30ca\u30e0\u4ebaIT\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u5bfe\u3057\u3066\u3044\u304b\u306b\u7d0d\u5f97\u306e\u3044\u304f\u8a55\u4fa1\u3092\u884c\u3048\u308b\u306e\u304b\u304c\u3001\u30aa\u30d5\u30b7\u30e7\u30a2\u958b\u767a\u306b\u304a\u3051\u308b1\u3064\u306e\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<h2><span id=\"2IT\">2.\u00a0\u30d9\u30c8\u30ca\u30e0\u4ebaIT\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8077\u7a2e\u5225\u306e\u7d66\u6599\u6c34\u6e96<\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-4752\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0IT\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8077\u7a2e\u5225\u306e\u7d66\u6599\u6c34\u6e96.png\" alt=\"\" width=\"1011\" height=\"499\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0IT\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8077\u7a2e\u5225\u306e\u7d66\u6599\u6c34\u6e96.png 1011w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0IT\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8077\u7a2e\u5225\u306e\u7d66\u6599\u6c34\u6e96-300x148.png 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0IT\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8077\u7a2e\u5225\u306e\u7d66\u6599\u6c34\u6e96-768x379.png 768w\" sizes=\"(max-width: 1011px) 100vw, 1011px\" \/><\/p>\n<table width=\"292\">\n<tbody>\n<tr>\n<td width=\"220\">Machine Learning<\/td>\n<td width=\"72\">$1,576<\/td>\n<\/tr>\n<tr>\n<td>DevOps<\/td>\n<td>$1,575<\/td>\n<\/tr>\n<tr>\n<td>Mathematics Background<\/td>\n<td>$1,487<\/td>\n<\/tr>\n<tr>\n<td>Data Scientist<\/td>\n<td>$1,455<\/td>\n<\/tr>\n<tr>\n<td>Systems Administrator<\/td>\n<td>$1,393<\/td>\n<\/tr>\n<tr>\n<td>Embedded<\/td>\n<td>$1,235<\/td>\n<\/tr>\n<tr>\n<td>Desktop App<\/td>\n<td>$1,208<\/td>\n<\/tr>\n<tr>\n<td>Mobile Dev<\/td>\n<td>$1,173<\/td>\n<\/tr>\n<tr>\n<td>Database Administrator<\/td>\n<td>$1,108<\/td>\n<\/tr>\n<tr>\n<td>Web Dev<\/td>\n<td>$916<\/td>\n<\/tr>\n<tr>\n<td>QA<\/td>\n<td>$671<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>AI\u306e\uff11\u3064\u3067\u3042\u308bMachine Learning(\u6a5f\u68b0\u5b66\u7fd2)\u306e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7d66\u4e0e\u6c34\u6e96\u304c\u4e00\u756a\u9ad8\u304f1,576\u30c9\u30eb\u3068\u306a\u308a\u3001\u30d9\u30c8\u30ca\u30e0\u3067\u3082\u3053\u306e\u5206\u91ce\u3067\u512a\u79c0\u306a\u4eba\u6750\u3092\u53d6\u308a\u5408\u3063\u3066\u3044\u308b\u69d8\u5b50\u304c\u4f3a\u3048\u307e\u3059\u3002<\/p>\n<p>\u904e\u53bb10\u5e74\u306e\u30aa\u30d5\u30b7\u30e7\u30a2\u958b\u767a\u7d4c\u9a13\u3092\u5143\u306b\u3001\u4e0a\u8a18\u6570\u5024\u30c7\u30fc\u30bf\u3067\u306f\u898b\u3048\u3066\u3053\u306a\u3044\u70b9\u3092\u88dc\u8db3\u3059\u308b\u3068\u4ee5\u4e0b\u306e2\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3><span id=\"2-1\">2-1. \u30d9\u30c8\u30ca\u30e0\u3067\u306f\u7d66\u6599\u3092\u624b\u53d6\u308a\u3067\u5408\u610f\u3059\u308b\u30b1\u30fc\u30b9\u304c\u591a\u3044<\/span><\/h3>\n<p>\u30d9\u30c8\u30ca\u30e0\u3067\u306f\u7d66\u4e0e\u3092\u624b\u53d6\u308a\u3067\u63d0\u793a\u3057\u5408\u610f\u3059\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u3001(\u8a18\u8f09\u306f\u7121\u3044\u3082\u306e\u306e)\u3053\u308c\u3089\u306e\u7d66\u6599\u6c34\u6e96\u306b\u3064\u3044\u3066\u3082\u304a\u305d\u3089\u304f\u624b\u53d6\u308a\u3068\u601d\u308f\u308c\u307e\u3059\u3002<\/p>\n<p>\u624b\u53d6\u308a1,000\u30c9\u30eb\u304f\u3089\u3044\u306e\u4eba\u6750\u306e\u5834\u5408\u3001\u4f1a\u793e\u8ca0\u62c5\u306e\u4eba\u4ef6\u8cbb\u306f1,300\u30c9\u30eb\u304f\u3089\u3044\u306b\u306a\u308b\u305f\u3081\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u4eba\u4ef6\u8cbb\u306f\u304a\u3088\u305d2,000\u30c9\u30eb\u3092\u8d85\u3048\u308b\u6c34\u6e96\u3067\u3057\u3087\u3046\u3002\u307e\u305f\u65e7\u6b63\u6708\uff08\u30c6\u30c8\uff09\u306e\u6642\u671f\u306b\u6700\u4f4e\u3067\u3082\u7d66\u4e0e1\u30f6\u6708\u5206\u306e\u30c6\u30c8\u8cde\u4e0e\u304c\u767a\u751f\u3059\u308b\u305f\u3081\u3001\u5e74\u9593\u306e\u4eba\u4ef6\u8cbb\u306f13\u30f6\u6708\u5206\u3067\u8003\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3><span id=\"2-2\">2-2. \u5e73\u5747\u3067\u306f\u6e2c\u308c\u306a\u3044\u307b\u3069\u7d66\u6599\u306e\u4e0a\u4e0b\u306b\u5e45\u304c\u3042\u308a\u6025\u6fc0\u306a\u6607\u7d66\u3082\u3042\u308b<\/span><\/h3>\n<p>\u307e\u305f\u4e0a\u8a18\u91d1\u984d\u306f\u3001\u3042\u304f\u307e\u3067\u3082\u5358\u7d14\u306a\u5e73\u5747\u5024\u3067\u306f\u3042\u308b\u305f\u3081\u904e\u53bb\u306e\u7d4c\u9a13\u3084\u6c42\u3081\u308b\u80fd\u529b\u898b\u5408\u3044\u3067\u975e\u5e38\u306b\u5e45\u304c\u3042\u308a\u307e\u3059\u3002\u540c\u3058\u958b\u767a\u8a00\u8a9e\u3092\u4f7f\u3046\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3042\u3063\u3066\u3082\u305d\u306e\u80fd\u529b\u306b\u5fdc\u3058\u3066\u65e5\u672c\u4ee5\u4e0a\u306b\u7d66\u4e0e\u306e\u683c\u5dee\u304c\u5927\u304d\u3044\u56fd\u3067\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u5165\u793e\u3057\u3066\u304b\u30891\u5e74\u4ee5\u5185\u3067\u3082\u672c\u4eba\u306e\u80fd\u529b\u6b21\u7b2c\u3067\u306f2\uff5e3\u500d\u306b\u7d66\u6599UP\u3059\u308b\u3053\u3068\u304c\u666e\u901a\u306b\u3042\u308b\u305f\u3081\u3001\u5e73\u5747\u5024\u306f\u3042\u304f\u307e\u3067\u3082\uff11\u3064\u53c2\u8003\u5024\u3068\u3057\u3066\u8003\u3048\u3066\u304a\u3044\u305f\u65b9\u304c\u826f\u3044\u3067\u3059\u3002<\/p>\n<h2><span id=\"3_2018AIJavaScript\">3. 2018\u5e74\u306e\u6280\u8853\u30c8\u30ec\u30f3\u30c9\uff5eAI\u95a2\u4fc2\u3084JavaScript\u304c\u4eba\u6c17\uff5e<\/span><\/h2>\n<p>\u6700\u5f8c\u306b\u73fe\u5728\u30d9\u30c8\u30ca\u30e0\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u958b\u767a\u8a00\u8a9e\u3084\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u30fb\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u30fb\u30c4\u30fc\u30eb\u3068\u3001\u30d9\u30c8\u30ca\u30e0\u4eba\u30a8\u30f3\u30b8\u30cb\u30a2\u3084\u30d9\u30c8\u30ca\u30e0\u306eIT\u4f01\u696d\u304c\u95a2\u5fc3\u3092\u5bc4\u305b\u3066\u3044\u308b\u5206\u91ce\uff08\u4eca\u5f8c\u5229\u7528\u304c\u5897\u3048\u308b\u3068\u898b\u8fbc\u307e\u308c\u308b\u5206\u91ce\uff09\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u898b\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3><span id=\"3-1_2017\">3-1. 2017\u5e74\u30d9\u30c8\u30ca\u30e0\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u958b\u767a\u8a00\u8a9e<\/span><\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-4754\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4f7f\u308f\u308c\u308b\u958b\u767a\u8a00\u8a9e.png\" alt=\"\" width=\"1006\" height=\"591\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4f7f\u308f\u308c\u308b\u958b\u767a\u8a00\u8a9e.png 1006w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4f7f\u308f\u308c\u308b\u958b\u767a\u8a00\u8a9e-300x176.png 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4f7f\u308f\u308c\u308b\u958b\u767a\u8a00\u8a9e-768x451.png 768w\" sizes=\"(max-width: 1006px) 100vw, 1006px\" \/><\/p>\n<p>\u73fe\u5728\u3001\u5727\u5012\u7684\u306b\u591a\u3044\u306e\u304cJavaScript\u3067\u3059\u3002<\/p>\n<h3><span id=\"3-22018\">3-2.\u00a02018\u5e74\u30d9\u30c8\u30ca\u30e0\u3067\u5229\u7528\u304c\u5897\u3048\u308b\u3067\u3042\u308d\u3046\u958b\u767a\u8a00\u8a9e<\/span><\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-4755\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4eca\u5f8c\u5229\u7528\u304c\u5897\u3048\u308b\u958b\u767a\u8a00\u8a9e.png\" alt=\"\" width=\"1011\" height=\"591\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4eca\u5f8c\u5229\u7528\u304c\u5897\u3048\u308b\u958b\u767a\u8a00\u8a9e.png 1011w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4eca\u5f8c\u5229\u7528\u304c\u5897\u3048\u308b\u958b\u767a\u8a00\u8a9e-300x175.png 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4eca\u5f8c\u5229\u7528\u304c\u5897\u3048\u308b\u958b\u767a\u8a00\u8a9e-768x449.png 768w\" sizes=\"(max-width: 1011px) 100vw, 1011px\" \/><\/p>\n<p>AI\u958b\u767a\u3067\u4f7f\u308f\u308c\u308b\u3053\u3068\u304c\u591a\u3044Python\u3084R\u3068\u3044\u3063\u305f\u958b\u767a\u8a00\u8a9e\u306b\u3064\u3044\u3066\u306e\u95a2\u5fc3\u304c\u9ad8\u307e\u3063\u3066\u304a\u308a\u3001\u30d9\u30c8\u30ca\u30e0\u3067\u306eAI\u958b\u767a\u304c\u5897\u3048\u3066\u3044\u304f\u3067\u3042\u308d\u3046\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n<h3><span id=\"3-3_2017\">3-3. 2017\u5e74\u30d9\u30c8\u30ca\u30e0\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u7b49<\/span><\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-4756\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af.png\" alt=\"\" width=\"1011\" height=\"495\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af.png 1011w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af-300x147.png 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af-768x376.png 768w\" sizes=\"(max-width: 1011px) 100vw, 1011px\" \/><\/p>\n<table width=\"292\">\n<tbody>\n<tr>\n<td width=\"220\">NodeJS<\/td>\n<td width=\"72\">48.1%<\/td>\n<\/tr>\n<tr>\n<td>Laravel<\/td>\n<td>44.0%<\/td>\n<\/tr>\n<tr>\n<td>.NET CORE<\/td>\n<td>31.4%<\/td>\n<\/tr>\n<tr>\n<td><strong>React<\/strong><\/td>\n<td><strong>19.1%<\/strong><\/td>\n<\/tr>\n<tr>\n<td>Cordova<\/td>\n<td>11.3%<\/td>\n<\/tr>\n<tr>\n<td>Firebase<\/td>\n<td>8.9%<\/td>\n<\/tr>\n<tr>\n<td>Xamarin<\/td>\n<td>8.3%<\/td>\n<\/tr>\n<tr>\n<td>Hadoop<\/td>\n<td>5.7%<\/td>\n<\/tr>\n<tr>\n<td>Spark<\/td>\n<td>3.7%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>NodeJS\u3068Laravel\u304c\u591a\u304f\u3001React\u306f\u534a\u5206\u304f\u3089\u3044\u3067\u3059\u3002<\/p>\n<h3><span id=\"3-42018\">3-4.\u00a02018\u5e74\u30d9\u30c8\u30ca\u30e0\u3067\u5229\u7528\u304c\u5897\u3048\u308b\u3067\u3042\u308d\u3046\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u7b49<\/span><\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-4757\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4eca\u5f8c\u5229\u7528\u304c\u5897\u3048\u308b\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af.png\" alt=\"\" width=\"1012\" height=\"496\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4eca\u5f8c\u5229\u7528\u304c\u5897\u3048\u308b\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af.png 1012w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4eca\u5f8c\u5229\u7528\u304c\u5897\u3048\u308b\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af-300x147.png 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u4eca\u5f8c\u5229\u7528\u304c\u5897\u3048\u308b\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af-768x376.png 768w\" sizes=\"(max-width: 1012px) 100vw, 1012px\" \/><\/p>\n<table width=\"149\">\n<tbody>\n<tr>\n<td width=\"94\">NodeJS<\/td>\n<td width=\"55\">47.1%<\/td>\n<\/tr>\n<tr>\n<td><strong>React<\/strong><\/td>\n<td><strong>44.3%<\/strong><\/td>\n<\/tr>\n<tr>\n<td><strong>AngularJS<\/strong><\/td>\n<td><strong>33.4%<\/strong><\/td>\n<\/tr>\n<tr>\n<td>.NET CORE<\/td>\n<td>19.5%<\/td>\n<\/tr>\n<tr>\n<td>Xamarin<\/td>\n<td>11.0%<\/td>\n<\/tr>\n<tr>\n<td>Hadoop<\/td>\n<td>9.8%<\/td>\n<\/tr>\n<tr>\n<td>Firebase<\/td>\n<td>8.3%<\/td>\n<\/tr>\n<tr>\n<td>Spark<\/td>\n<td>5.7%<\/td>\n<\/tr>\n<tr>\n<td>VueJS<\/td>\n<td>4.7%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>React\u304c2\u500d\u8fd1\u304f\u5897\u3048\u3001\u7d9a\u3044\u3066AngularJS\u3082\u6319\u3052\u3089\u308c\u308b\u306a\u3069single-page application\u306e\u958b\u767a\u304c\u5897\u3048\u3066\u3044\u304f\u4e8b\u304c\u308f\u304b\u308a\u307e\u3059\u3002<a href=\"https:\/\/vitalify.jp\/app-lab\/20170726-vietnam-front-end\/#1Front-end2017\" target=\"_blank\" rel=\"noopener noreferrer\">\u534a\u5e74\u524d\u306b\u5f0a\u793e\u3078\u5fdc\u52df\u306e\u3042\u3063\u305fFront-end\u958b\u767a\u8005CV\u3092\u5206\u6790\u3057\u305f\u3053\u3068<\/a>\u304c\u3042\u308a\u307e\u3057\u305f\u304c\u3001NodeJS\u306f\u7121\u304b\u3063\u305f\u3082\u306e\u306e\u3001React\u3084AngularJS\u306b\u591a\u3055\u306a\u3069\u306f\u540c\u3058\u50be\u5411\u3067\u3059\u3002<\/p>\n<h3><span id=\"3-5\">3-5.\u00a0\u30d9\u30c8\u30ca\u30e0\u3067\u5229\u7528\u306e\u591a\u3044\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u6280\u8853<\/span><\/h3>\n<p><img decoding=\"async\" class=\"aligncenter size-full wp-image-4758\" src=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u5229\u7528\u8005\u306e\u591a\u3044\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u6280\u8853.png\" alt=\"\" width=\"1015\" height=\"498\" srcset=\"https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u5229\u7528\u8005\u306e\u591a\u3044\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u6280\u8853.png 1015w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u5229\u7528\u8005\u306e\u591a\u3044\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u6280\u8853-300x147.png 300w, https:\/\/vitalify.jp\/app-lab\/wp-content\/uploads\/2018\/01\/\u30d9\u30c8\u30ca\u30e0\u3067\u5229\u7528\u8005\u306e\u591a\u3044\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u6280\u8853-768x377.png 768w\" sizes=\"(max-width: 1015px) 100vw, 1015px\" \/><\/p>\n<table width=\"292\">\n<tbody>\n<tr>\n<td width=\"220\">MySQL<\/td>\n<td width=\"72\">58.6%<\/td>\n<\/tr>\n<tr>\n<td>SQL Server<\/td>\n<td>38.2%<\/td>\n<\/tr>\n<tr>\n<td>SQLite<\/td>\n<td>24.3%<\/td>\n<\/tr>\n<tr>\n<td>PostgreSQL<\/td>\n<td>26.5%<\/td>\n<\/tr>\n<tr>\n<td>MongoDB<\/td>\n<td>20.3%<\/td>\n<\/tr>\n<tr>\n<td>Oracle<\/td>\n<td>16.7%<\/td>\n<\/tr>\n<tr>\n<td>Redis<\/td>\n<td>14.0%<\/td>\n<\/tr>\n<tr>\n<td>Cassandra<\/td>\n<td>3.1%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u3053\u3061\u3089\u306b\u3064\u3044\u3066\u306f\u95a2\u5fc3\u304c\u9ad8\u3044\u5206\u91ce\u3068\u3044\u3046\u30c7\u30fc\u30bf\u306f\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001MySQL\u304c\u30c0\u30f3\u30c8\u30c4\u3067\u7d9a\u3044\u3066SQL Server\u306e\u5229\u7528\u8005\u304c\u591a\u3044\u3068\u3044\u3063\u305f\u50be\u5411\u304c\u308f\u304b\u308a\u3001\u3053\u3046\u3044\u3063\u305fDB\u306e\u7d4c\u9a13\u3092\u6301\u3064\u30a8\u30f3\u30b8\u30cb\u30a2\u3067\u3057\u305f\u3089\u6bd4\u8f03\u7684\u63a1\u7528\u3057\u3084\u3059\u3044\u3067\u3059\u3002<\/p>\n<h2><span id=\"4\">4. \u30d9\u30c8\u30ca\u30e0\u3067\u30aa\u30d5\u30b7\u30e7\u30a2\u958b\u767a\u3092\u3059\u308b\u306a\u3089\u73fe\u5730\u3092\u719f\u77e5\u3057\u305f\u30d0\u30a4\u30bf\u30ea\u30d5\u30a3\u3078<\/span><\/h2>\n<p>\u30d9\u30c8\u30ca\u30e0\u3078\u9032\u51fa\u3055\u308c\u308b\u306a\u3089\u30db\u30fc\u30c1\u30df\u30f3\u3067\u7d049\u5e74\u3001\u30aa\u30d5\u30b7\u30e7\u30a2\u958b\u767a\uff65\u30a2\u30d7\u30ea\u958b\u767a\u3092\u5c55\u958b\u3057\u3066\u3044\u308b<a href=\"http:\/\/vitalify.jp\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d0\u30a4\u30bf\u30ea\u30d5\u30a3<\/a>\u30fb<a href=\"http:\/\/vitalify.asia\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d0\u30a4\u30bf\u30ea\u30d5\u30a3\u30a2\u30a2\u30b8\u30a2<\/a>\u3078\u304a\u6c17\u8efd\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u30d9\u30c8\u30ca\u30e0\u3067\u306e\u30aa\u30d5\u30b7\u30e7\u30a2\u958b\u767a\u306b\u304a\u3044\u3066\u300e<a href=\"http:\/\/vitalify.jp\/lp\/frontend\/\" target=\"_blank\" rel=\"noopener noreferrer\">Javascript\u3092\u4f7f\u3063\u305f\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u958b\u767a<\/a>\u300f\u3084\u300e<a href=\"http:\/\/vitalify.jp\/lp\/agile\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30a2\u30b8\u30e3\u30a4\u30eb\uff65\u30b9\u30af\u30e9\u30e0\u3067\u306e\u30b5\u30fc\u30d3\u30b9\u958b\u767a<\/a>\u300f\u3082\u5f97\u610f\u3068\u3057\u3066\u304a\u308a\u307e\u3059\u3002\u307e\u305f\u30d9\u30c8\u30ca\u30e0\u5411\u3051IT\uff65WEB\u30b5\u30fc\u30d3\u30b9\/\u30a2\u30d7\u30ea\u306e\u958b\u767a\u652f\u63f4\u3001\u30ed\u30fc\u30ab\u30e9\u30a4\u30ba\u3001\u30c6\u30b9\u30c8\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3068\u3044\u3063\u305f\u9032\u51fa\u652f\u63f4\u306b\u52a0\u3048\u3066\u3001\u65e5\u672c\u3084\u4ed6\u56fd\u5411\u3051\u306e\u30aa\u30d5\u30b7\u30e7\u30a2\u958b\u767a\u3084\u30a2\u30d7\u30ea\u958b\u767a\u3082\u884c\u3063\u3066\u304a\u308a\u307e\u3059\u3002\u307e\u305f\u6700\u8fd1\u3067\u306f<span class=\"important-bold\">\u30d9\u30c8\u30ca\u30e0\u30aa\u30d5\u30b7\u30e7\u30a2\u3092\u6d3b\u7528\u3057\u305fAI\u306e\u7814\u7a76\u958b\u767a\u306a\u3069\u306b\u3082\u529b\u3092\u5165\u308c\u3066\u304a\u308a\u307e\u3059<\/span>\u3002<a href=\"https:\/\/vitalify.jp\/contact\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u304a\u6c17\u8efd\u306b\u3054\u76f8\u8ac7<\/a>\u304f\u3060\u3055\u3044\u307e\u305b\u3002<\/p>\n<p>\u672c\u30da\u30fc\u30b8\u5185\u306e\u30c7\u30fc\u30bf\/\u30b0\u30e9\u30d5\/\u753b\u50cf\u306f\u3001TopDev\u306e\u8cc7\u6599\u3092\u5143\u306b\u4f5c\u6210\u3057\u305f\u3082\u306e\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2018\u5e74\u30d9\u30c8\u30ca\u30e0\u3067\u3082\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304cAI\u306e\u958b\u767a\u3067\u3059\u3002\u4ee5\u524dTopDev\u793e\u306b\u3088\u308b2017\u5e74\u4e0a\u671f(1\uff5e6\u6708)\u30d9\u30c8\u30ca\u30e0IT\u4eba\u6750\u306b\u95a2\u3059\u308b\u30ec\u30dd\u30fc\u30c8\u304b\u3089\u300c\u958b\u767a\u8a00\u8a9e\u3054\u3068\u306e\u7d66\u4e0e\u6c34\u6e96\u300d\u300c\u798f\u5229\u539a\u751f\u3084\u30b9\u30ad\u30eb\u30a2\u30c3\u30d7\u300d\u306e2\u56de &#8230; <\/p>\n","protected":false},"author":7,"featured_media":4771,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[3],"tags":[],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/posts\/4748"}],"collection":[{"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/comments?post=4748"}],"version-history":[{"count":30,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/posts\/4748\/revisions"}],"predecessor-version":[{"id":7000,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/posts\/4748\/revisions\/7000"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/media\/4771"}],"wp:attachment":[{"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/media?parent=4748"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/categories?post=4748"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vitalify.jp\/app-lab\/wp-json\/wp\/v2\/tags?post=4748"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}