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\/>\n\u5b98\u65b9\u6587\u6863\u536083.0%\u3001\u5728Stack Overflow\u4e0a\u63d0\u95ee\u548c\u56de\u7b54\u536082.7%\u3001\u901a\u8fc7O&#8217;Reilly\u548cApress\u7684\u4e66\u7c4d\u5b66\u4e60\u536050.2%\u3001\u901a\u8fc7Stack Overflow\u4ee5\u5916\u7684\u793e\u533a\u536050.1%\u3002<\/p>\n<p>\u56e0\u4e3a\u5927\u591a\u6570\u5f00\u53d1\u8005\u90fd\u53c2\u8003\u5b98\u65b9\u6587\u6863\uff0c\u6240\u4ee5\u8bed\u8a00\u5e94\u5177\u5907\u5b8c\u5584\u7684\u5b98\u65b9\u6587\u6863\u624d\u597d\u3002\u6362\u53e5\u8bdd\u8bf4\uff0cPHP\u662f\u6700\u5f3a\u5927\u7684\u8bed\u8a00\u3002<br \/>\n\u81f3\u4e8eStack Overflow\uff0c\u8fd9\u662f\u57fa\u4e8eStack Overflow\u7684\u8c03\u67e5\uff0c\u6240\u4ee5\u5f53\u7136\u662f\u8fd9\u6837\u3002<\/p>\n<h3>\u5f00\u53d1\u8005\u4e3a\u4ec0\u4e48\u53c2\u52a0\u9ed1\u5ba2\u677e\uff1f<\/h3>\n<p>\u4e3a\u4f55\u8981\u53c2\u52a0\u9ed1\u5ba2\u9a6c\u62c9\u677e\u5462\uff1f<br \/>\n\u6709\u8da3\u6240\u4ee5\u536076.3%\u3001\u4e3a\u4e86\u63d0\u5347\u4e00\u822c\u6280\u80fd\u536066.1%\u3001\u4e3a\u4e86\u63d0\u5347\u7279\u5b9a\u6280\u672f\u536051.2%\u3001\u4e3a\u4e86\u63d0\u5347\u56e2\u961f\u5408\u4f5c\u80fd\u529b\u536030.0%\u3001\u4e3a\u4e86\u5efa\u7acb\u4eba\u9645\u5173\u7cfb\u536027.5%\u3001\u4e3a\u4e86\u5c31\u4e1a\u536020.8%\u3001\u4e3a\u4e86\u5956\u54c1\u548c\u5956\u91d1\u536018.9%\u3002<\/p>\n<p>\u300e\u696d\u52a1\u4e0a\u4e0d\u5f97\u4e0d\u53c2\u52a0\u300f\u6ca1\u6709\u3002<\/p>\n<h3>\u6bd5\u4e1a\u8bad\u7ec3\u8425\u540e\u5bfb\u627e\u5de5\u4f5c<\/h3>\n<p>\u5c31\u696d\u652f\u63f4\u8ba1\u5212\u7ed3\u675f\u540e\u591a\u957f\u65f6\u95f4\u80fd\u627e\u5230\u5de5\u4f5c\uff1f<br \/>\n\u5df2\u7ecf\u5c31\u4e1a\u7684\u536045.5\uff05\uff0c\u65b0\u6bd5\u4e1a\u7684\u536016.3\uff05\uff0c\u4e00\u4e2a\u6708\u5185\u627e\u5230\u5de5\u4f5c\u7684\u53607.5\uff05\uff0c\u4e09\u4e2a\u6708\u5185\u627e\u5230\u5de5\u4f5c\u7684\u536010.0\uff05\uff0c\u4e00\u5e74\u4ee5\u4e0a\u624d\u627e\u5230\u5de5\u4f5c\u7684\u53603.2\uff05\uff0c\u65e0\u5de5\u4f5c\u7684\u53608.7\uff05\u3002<\/p>\n<p>\u6709\u4e00\u534a\u7684\u4eba\u5728\u5c31\u4e1a\u4e4b\u540e\u624d\u5f00\u59cb\u5b66\u4e60\u7f16\u7a0b\u3002\u6211\u4e5f\u662f\u5176\u4e2d\u4e4b\u4e00\u3002<br \/>\n\u6211\u5c06\u201cBootcamp\u201d\u7ffb\u8bd1\u4e3a\u5c31\u4e1a\u652f\u63f4\uff0c\u4f46\u611f\u89c9\u6709\u70b9\u4e0d\u4e00\u6837\u3002<\/p>\n<h2>\u4eba\u53e3\u7edf\u8ba1\u6570\u636e<\/h2>\n<h3>\u6027\u522b<\/h3>\n<p>92.7% \u7684\u4e3a\u7537\u6027\uff0c6.8% \u4e3a\u5973\u6027\uff0c0.9% \u4e3a\u5176\u4ed6\uff0c0.7% \u4e3a\u8de8\u6027\u522b\u8005\u3002<\/p>\n<p>\u7537\u6743\u793e\u4f1a\u538b\u5012\u4e00\u5207\u3002<\/p>\n<h3>\u79cd\u65cf\u548c\u6c11\u65cf<\/h3>\n<p>\u767d\u4eba\u548c\u6b27\u6d32\u4eba\u536074.2%\uff0c\u5357\u4e9a\u4eba\u536011.5%\uff0c\u897f\u73ed\u7259\u88d4\u548c\u62c9\u4e01\u88d4\u53606.7%\uff0c\u4e1c\u4e9a\u4eba\u53605.1%\uff0c\u4e2d\u4e1c\u4eba\u53604.1%\uff0c\u9ed1\u4eba\u548c\u975e\u6d32\u4eba\u53602.8%\uff0c\u7f8e\u6d32\u672c\u571f\u539f\u4f4f\u6c11\u548c\u571f\u8457\u4eba\u53600.8%\u3002<\/p>\n<p>\u7531\u4e8e\u6709\u8272\u4eba\u79cd\u5728\u5b66\u751f\u4e2d\u5360\u636e\u4f18\u52bf\u5730\u4f4d\uff0c\u56e0\u6b64\u672a\u6765\u8fd8\u6709\u53ef\u80fd\u7ee7\u7eed\u589e\u957f\u3002<\/p>\n<h3>\u6027\u53d6\u5411<\/h3>\n<p>\u7570\u6027\u6200\u8005\u536093.2\uff05\uff0c\u96d9\u6027\u6200\u8005\u53604.3\uff05\uff0c\u540c\u6027\u6200\u8005\u53602.4\uff05\uff0c\u7121\u6027\u6200\u8005\uff08A\u6027\u53d6\u5411\uff09\u53601.9\uff05\u3002<\/p>\n<p>\u8fd9\u662f\u7b2c\u4e00\u6b21\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\uff0c\u4e3a\u4ec0\u4e48\u8981\u6dfb\u52a0\u5b83\u5462\uff1f<\/p>\n<h3>\u7236\u6bcd\u7684\u6559\u80b2\u6c34\u5e73<\/h3>\n<p>\u7236\u6bcd\u7684\u6559\u80b2\u6c34\u5e73\u662f\uff1a<br \/>\n\u5927\u5b78\u7562\u696d29.3%\u3001\u78a9\u58eb\u5b78\u4f4d22.1%\u3001\u535a\u58eb\u5b78\u4f4d6.0%\u3001\u5c08\u696d\u5b78\u4f4d4.4%\u3001\u5927\u5b78\u4e2d\u90009.2%\u3001\u4e2d\u5b78\u7562\u696d17.3%\u3002<\/p>\n<p>\u5927\u7ea640%\u7684\u4eba\u6ca1\u6709\u5927\u5b66\u4ee5\u4e0a\u7684\u5b66\u5386\u3002\u5b58\u5728\u660e\u786e\u7684\u76f8\u5173\u6027\uff0c\u9ad8\u7ea7\u5de5\u7a0b\u5e08\u804c\u4f4d\u4e0e\u7236\u6bcd\u7684\u6559\u80b2\u6c34\u5e73\u5bc6\u5207\u76f8\u5173\u3002<\/p>\n<h3>\u6b8b\u75be\u72b6\u6001<\/h3>\n<p>\u5173\u4e8e\u969c\u788d\u3002<\/p>\n<p>\u60c5\u7eea\u969c\u788d\uff08\u5982\u6291\u90c1\u75c7\uff09\u53608.5%\uff0c\u7126\u8651\u969c\u788d\u53607.8%\uff0c\u8bb0\u5fc6\u969c\u788d\u53605.9%\uff0c\u81ea\u95ed\u75c7\u53602.1%\u3002<\/p>\n<p>\u76f2\u89c6\u6216\u4f4e\u89c6\u529b\u53601.4%\uff0c\u542c\u89c9\u969c\u788d\u53600.8%\uff0c\u884c\u8d70\u969c\u788d\u53600.3%\uff0c\u65e0\u6cd5\u6253\u5b57\u53600.3%\u3002<\/p>\n<p>\u300c\u6211\u65e0\u6cd5\/\u5f88\u96be\u6253\u5b57\u300d\u4e2d\u7684\u201c\u6253\u5b57\u201d\u662f\u6307\u6309\u952e\u5417\uff1f<br \/>\n\u7ecf\u5e38\u4f1a\u53d1\u751f\u662f\u5426\u9501\u95e8\u4e86\uff0c\u662f\u5426\u8bbe\u7f6e\u597d\u95f9\u949f\u7b49\u5e38\u89c1\u7684\u60c5\u51b5\u3002<\/p>\n<h3>\u7ecf\u9a8c\u548c\u6027\u522b<\/h3>\n<p>\u6027\u522b\u5f00\u53d1\u7ecf\u9a8c\u3002\u4e0d\u662f\u6307\u6deb\u79fd\u7684\u610f\u601d\u3002<br \/>\n\u5973\u6027\u7684\u5f00\u53d1\u5e74\u9650\u6bd4\u7537\u6027\u77ed\uff0c\u7537\u60275\u5e74\u4ee5\u4e0b\u7684\u6bd4\u4f8b\u4e3a29.9%\uff0c\u800c\u5973\u6027\u4e3a47.9%\u3002<br \/>\n\u6b64\u5916\uff0c\u53d8\u6027\u4eba\uff0858%\uff09\u53c2\u4e0e\u5f00\u6e90\u9879\u76ee\u7684\u6bd4\u4f8b\u9ad8\u4e8e\u7537\u6027\uff0845%\uff09\u548c\u5973\u6027\uff0833%\uff09\u3002<\/p>\n<h3>Developer Role and Gender<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9300913a08637a6e509a\/68-0.png\" alt=\"01.png\" \/><\/div>\n<p>X\u8f74\u8868\u793a\u7684\u662f\u4eba\u6570\uff0cY\u8f74\u8868\u793a\u7684\u662f\u7537\u5973\u6bd4\u4f8b\u3002\u56fe\u4e2d\u7684\u865a\u7ebf\u8868\u793a\u7537\u5973\u6bd4\u4f8b\u7684\u5e73\u5747\u503c\uff0c\u5927\u7ea6\u572817x\u5de6\u53f3\u3002\u56fe\u4e2d\u663e\u793a\u5973\u6027\u5728\u5b66\u8005\u3001\u6d4b\u8bd5\u5f00\u53d1\u4eba\u5458\u3001\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u8bbe\u8ba1\u5e08\u7b49\u9886\u57df\u53d7\u5230\u9ad8\u5ea6\u8bc4\u4ef7\u3002\u539f\u59cb\u56fe\u8868\u4f7f\u7528SVG\u683c\u5f0f\uff0c\u65e0\u6cd5\u8fdb\u884c\u7f29\u653e\uff0c\u975e\u5e38\u96be\u4ee5\u89c2\u770b\u3002<\/p>\n<h3>\u5e74\u9f84<\/h3>\n<p>18\u6b73\u672a\u6e802.5%\u300124\u6b73\u4ee5\u4e0b23.6%\u300134\u6b73\u4ee5\u4e0b49.2%\u300144\u6b73\u4ee5\u4e0b17.8%\u300154\u6b73\u4ee5\u4e0b5.1%\u300164\u6b73\u4ee5\u4e0b1.5%\u3001\u305d\u308c\u4ee5\u4e0a0.3%\u3002<\/p>\n<p>\u7531\u4e8e3\/4\u7684\u4eba\u5e74\u9f84\u572835\u5c81\u4ee5\u4e0b\uff0c\u6240\u4ee5\u53ef\u4ee5\u7edf\u8ba1\u5b66\u89d2\u5ea6\u6765\u8bf4\uff0c35\u5c81\u5b9a\u5e74\u8bf4\u662f\u9002\u7528\u7684\u3002<\/p>\n<h3>\u56fd\u5bb6\u95f4\u7684\u5e74\u9f84\u548c\u7ecf\u9a8c\u5dee\u5f02<\/h3>\n<p>\u6fb3\u5927\u5229\u4e9a\u4e0e\u7f8e\u56fd\u548c\u82f1\u56fd\u4e00\u6837\uff0c\u4e0d\u4ec5\u5e74\u9f84\u8f83\u9ad8\uff0c\u800c\u4e14\u5f00\u53d1\u7ecf\u9a8c\u4e5f\u5f88\u4e30\u5bcc\u3002<\/p>\n<h2>\u8054\u7cfb\u548c\u7ade\u4e89<\/h2>\n<h3>Kinship, Competition, and Self-Evaluation<\/h3>\n<p>\u958b\u767a\u8005\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u304a\u3044\u3066\u3001\u5468\u56f2\u306e\u958b\u767a\u8005\u3068\u306e\u95a2\u4fc2\u3092\u3069\u3046\u601d\u3046\u304b\u30021(\u5168\u304f\u305d\u3046\u601d\u308f\u306a\u3044)\u304b\u30895(\u5f37\u304f\u305d\u3046\u601d\u3046)\u3067\u9078\u629e\u3002<br \/>\n\u89aa\u5bc6\u306b\u611f\u3058\u308b3.6\u3001\u7af6\u4e89\u76f8\u624b\u3067\u3042\u308b2.7\u3001\u5468\u56f2\u307b\u3069\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u3046\u307e\u304f\u3044\u304b\u306a\u30442.2\u3002<\/p>\n<p>\u958b\u767a\u8005\u306e70%\u304c\u6a2a\u3068\u306e\u3064\u306a\u304c\u308a\u3092\u611f\u3058\u308b\u3053\u3068\u306b\u540c\u610f\u3057\u3066\u3044\u308b\u304c\u3001\u540c\u6642\u306b\u81ea\u5206\u306e\u30b9\u30ad\u30eb\u306b\u81ea\u4fe1\u3092\u6301\u3063\u3066\u3044\u308b\u3002<br \/>\n\u5468\u56f2\u3088\u308a\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u52a3\u3063\u3066\u3044\u308b\u3068\u611f\u3058\u3066\u3044\u308b\u8005\u306f\u308f\u305a\u304b18%\u3060\u3063\u305f\u3002<\/p>\n<h3>Experience and Belonging<\/h3>\n<p>\u958b\u767a\u5e74\u6570\u3068\u5468\u56f2\u3068\u306e\u95a2\u4fc2\u306e\u30b0\u30e9\u30d5\u3002<br \/>\nx\u8ef8\u304c\u958b\u767a\u5e74\u6570\u3001y\u8ef8\u304c\u305d\u3046\u601d\u3046\u4eba\u306e\u5272\u5408\u3002<br \/>\n\u958b\u767a\u7d4c\u9a13\u304c\u9577\u3044\u307b\u3069\u5468\u56f2\u306b\u89aa\u3057\u307f\u3092\u611f\u3058\u3084\u3059\u304f\u3001\u7af6\u4e89\u611f\u3084\u52a3\u7b49\u611f\u306f\u6e1b\u5c11\u3057\u3066\u3044\u304f\u3002<\/p>\n<h2>Life Outside Work<\/h2>\n<h3>Children and Other Dependents<\/h3>\n<p>\u5b50\u4f9b\u3084\u305d\u306e\u4ed6\u306e\u6276\u990a\u5bb6\u65cf\u304c\u3044\u308b\u304b\u3002<br \/>\nYes28.9%\u3001No71.1%\u3002<\/p>\n<p>\u6276\u990a\u5bb6\u65cf\u306e\u306a\u3044\u958b\u767a\u8005\u306e30%\u306f25\u6b73\u672a\u6e80\u3067\u3042\u308a\u300125\u6b73\u672a\u6e80\u3067\u6276\u990a\u5bb6\u65cf\u304c\u3044\u308b\u4eba\u306f5%\u3057\u304b\u3044\u306a\u304b\u3063\u305f\u3002<br \/>\n\u9006\u306b10\u5e74\u4ee5\u4e0a\u306e\u958b\u767a\u7d4c\u9a13\u8005\u306f60%\u304c\u6276\u990a\u5bb6\u65cf\u3092\u6301\u3064\u3002<\/p>\n<h3>What Time Do Developers Wake Up?<\/h3>\n<p>\u4f55\u6642\u306b\u8d77\u304d\u308b\u304b\u3002<br \/>\n5\u6642\u524d2.4%\u30016\u6642\u524d12.4%\u30017\u6642\u524d28.2%\u30018\u6642\u524d29.5%\u30019\u6642\u524d14.7%\u3001\u305d\u308c\u4ee5\u964d7.1%\u3001\u591c\u52e40.5%\u3001\u4e0d\u5b9a\u671f5.3%\u3002<\/p>\n<h3>How Much Time Do Developers Spend on a Computer?<\/h3>\n<p>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u3069\u308c\u3060\u3051\u6642\u9593\u3092\u4f7f\u3063\u3066\u3044\u308b\u304b\u3002<br \/>\n12\u6642\u9593\u4ee5\u4e0a13.2%\u30019\u304b\u308912\u6642\u959352.7%\u30015\u304b\u30898\u6642\u959330.6%\u30011\u304b\u30894\u6642\u95933.3%\u3001\u305d\u308c\u4ee5\u4e0b0.3%\u3002<\/p>\n<p>\u5927\u591a\u6570\u304c\u4e00\u65e5\u306e\u5927\u534a\u3092\u4f7f\u3063\u3066\u3044\u308b\u3002<br \/>\n\u3080\u3057\u308d0.3%\u306f\u4e00\u65e5\u4f55\u3092\u3084\u3063\u3066\u3044\u308b\u306e\u3060\u308d\u3046\u304b\u3002<\/p>\n<h3>How Much Time Do Developers Spend Outside?<\/h3>\n<p>\u5916\u3067\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u3069\u308c\u3060\u3051\u6642\u9593\u3092\u4f7f\u3063\u3066\u3044\u308b\u304b\u3002<br \/>\n30\u5206\u4ee5\u4e0b15.6%\u300130\u5206\u304b\u30891\u6642\u959333.3%\u30011\u304b\u30892\u6642\u959338.6%\u30013\u304b\u30894\u6642\u959310.0%\u30014\u6642\u9593\u4ee5\u4e0a2.5%\u3002<\/p>\n<p>\u901a\u52e4\u6642\u9593\u3084\u610f\u8b58\u9ad8\u3044\u7cfb\u30ce\u30de\u30c9\u306b\u3088\u3063\u3066\u3001\u958b\u767a\u8005\u306e\u904e\u534a\u6570\u306f1\u6642\u9593\u4ee5\u4e0a\u5916\u51fa\u3057\u3066\u3044\u308b\u3088\u3046\u3060\u3002<\/p>\n<h3>Healthy Habits<\/h3>\n<p>\u98df\u4e8b\u3092\u98db\u3070\u3059\u56de\u6570\u3001\u7121\u305763.6%\u3001\u90311\u30fb2\u56de25.5%\u3001\u90313\u30fb4\u56de6.0%\u3001\u307b\u307c\u6bce\u65e55.2%\u3002<br \/>\n\u904b\u52d5\u3059\u308b\u56de\u6570\u3001\u7121\u305737.4%\u3001\u90311\u30fb2\u56de29.0%\u3001\u90313\u30fb4\u56de19.9%\u3001\u307b\u307c\u6bce\u65e513.7%\u3002<\/p>\n<p>\u904e\u534a\u6570\u304c\u6bce\u98df\u53d6\u3063\u3066\u3044\u308b\u3057\u904b\u52d5\u3082\u591a\u5c11\u306f\u3057\u3066\u3044\u308b\u3068\u3044\u3046\u3001\u610f\u5916\u3068\u5065\u5eb7\u7684\u306a\u7d50\u679c\u3002<\/p>\n<h1>Technology<\/h1>\n<h2>Most Popular Technologies<\/h2>\n<h3>Programming, Scripting, and Markup Languages<\/h3>\n<p>\u3082\u3063\u3068\u3082\u671f\u5f85\u3055\u308c\u3066\u308b\u9805\u76ee\u3067\u3059\u304b\u306d\u3002<br \/>\nJavaScript69.8%\u3001HTML68.5%\u3001CSS65.1%\u3001SQL57.0%\u3001Java45.3%\u3001Bash\/Shell39.8%\u3001Python38.8%\u3001C#34.4%\u3001PHP30.7%\u3001C++25.4%\u3001C23.0%\u3001TypeScript17.4%\u3001Ruby10.1%\u3002<\/p>\n<p>JavaScript\u306f6\u5e74\u9023\u7d9a\u3067\u300c\u6700\u3082\u4f7f\u308f\u308c\u3066\u3044\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u300d\u5927\u8cde\u306b\u306a\u3063\u305f\u3002<br \/>\nPython\u306f\u30e1\u30b8\u30e3\u30fc\u8a00\u8a9e\u3078\u306e\u4ef2\u9593\u5165\u308a\u3092\u679c\u305f\u3057\u3064\u3064\u3042\u308b\u3002<\/p>\n<h3>Frameworks, Libraries, and Tools<\/h3>\n<p>\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u3002<br \/>\nNode.js49.6%\u3001Angular36.9%\u3001React27.8%\u3001.NET Core27.2%\u3001Spring17.6%\u3001Django13.0%\u3002<\/p>\n<p>\u65e5\u672c\u3068\u306f\u3060\u3044\u3076\u8da3\u304c\u9055\u3046\u3002<br \/>\n\u3064\u3046\u304bjQuery\u304c\u5165\u3063\u3066\u306a\u3044\u3068\u304b\u7121\u3044\u3060\u308d\u3002<\/p>\n<h3>Databases<\/h3>\n<p>MySQL58.7%\u3001SQLServer41.2%\u3001PostgreSQL32.9%\u3001MongoDB25.9%\u3001SQLite19.7%\u3001Redis18.0%\u3001Elasticsearch14.1%\u3001MariaDB13.4%\u3001Oracle11.1%\u3002<\/p>\n<p>MySQL\u3068SQLServer\u306e2\u5f37\u306f\u6628\u5e74\u3068\u5909\u308f\u3089\u305a\u3002<\/p>\n<h3>Platforms<\/h3>\n<p>\u958b\u767a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002<br \/>\nLiunux48.3%\u3001Windows\u30c7\u30b9\u30af\u30c8\u30c3\u30d735.4%\u3001Android29.0%\u3001AWS24.1%\u3001MacOS17.9%\u3001Raspberry Pi15.9%\u3001WordPress15.9%\u3001iOS15.5%\u3001Firebase14.5%\u3001Azure11.0%\u3001Arduino10.6%\u3001Heroku10.5%\u3002<\/p>\n<p>\u300edevelopment work\u300f\u3063\u3066\u300e\u958b\u767a\u5bfe\u8c61\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300f\u3067\u3044\u3044\u3093\u3060\u3088\u306a\uff1f\u300e\u958b\u767a\u3092\u884c\u3063\u305f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300f\u3058\u3083\u306a\u3044\u3088\u306a\uff1f<br \/>\nWordPress\u3067\u958b\u767a\u3068\u304b\u30a4\u30df\u30d5\u3060\u3057Raspberry Pi\u3067\u958b\u767a\u3068\u304b\u30de\u30b8\u30ad\u30c1\u3060\u3057\u3002<\/p>\n<h2>Most Loved, Dreaded, and Wanted<\/h2>\n<h3>Most Loved, Dreaded, and Wanted Languages<\/h3>\n<p>\u597d\u304d\u306a\u8a00\u8a9e\uff1aRust78.9%\u3001Kotlin75.1%\u3001Python68.0%\u3001TypeScript67.0%\u3001Go65.6%\u3001Swift65.1%\u3001JavaScript61.9%\u3001C#60.4%\u3001F#59.6%\u3001Clojure59.6%\u3001Basg\/Shell59.1%\u3001Scala58.5%\u3001SQL57.5%\u3002<br \/>\n\u5acc\u3044\u306a\u8a00\u8a9e\uff1aVB6\u30fb89.9%\u3001Cobol84.1%\u3001CoffeeScript82.6%\u3001VB.NET80.9%\u3001VBA80.0%\u3001Matlab77.4%\u3001Assembly71.4%\u3001Perl71.3%\u3001Objective-C70.3%\u3001Lua68.2%\u3001Groovy66.4%\u3002<br \/>\n\u5fc5\u8981\u306a\u8a00\u8a9e\uff1aPython25.1%\u3001JavaScript19.0%\u3001Go16.2%\u3001Kotlin12.4%\u3001TypeScript11.9%\u3001Java10.5%\u3001C++10.2%\u3002<\/p>\n<p>\u6700\u3082\u611b\u3055\u308c\u3066\u3044\u308b\u8a00\u8a9e\u306f3\u5e74\u9023\u7d9a\u3067Rust\u3067\u3057\u305f\u3002\u3067\u3082\u79c1\u306e\u307e\u308f\u308a\u3067\u4f7f\u3063\u3066\u308b\u3068\u3053\u308d\u307b\u3068\u3093\u3069\u805e\u3044\u305f\u3053\u3068\u304c\u306a\u3044\u3002<br \/>\nKotlin\u306f\u4eca\u5e74\u521d\u767b\u5834\u3067\u6025\u4e0a\u6607\u3002\u307e\u3042Kotlin\u4f7f\u3063\u305f\u3089Java\u306b\u623b\u308c\u306a\u3044\u3057\u4ed5\u65b9\u306a\u3044\u306d\u3002<\/p>\n<p>VB6\u3082\u307e\u305f3\u5e74\u9023\u7d9a\u3067\u30e9\u30f3\u30af\u30a4\u30f3\u3002<br \/>\n\u3053\u308c\u304c\u3069\u3046\u3044\u3046\u3053\u3068\u304b\u3068\u3044\u3046\u3068\u3001\u672a\u3060\u306b\u5acc\u308f\u308c\u308b\u307b\u3069\u4f7f\u3063\u3066\u3044\u308b\u3068\u3053\u308d\u304c\u3042\u308b\u3068\u3044\u3046\u3053\u3068\u3060\u3002<\/p>\n<h3>Most Loved, Dreaded, and Wanted Frameworks, Libraries, and Tools<\/h3>\n<p>\u597d\u304d\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff1aTensorFlow73.5%\u3001React69.4%\u3001Torch\/PyTorch68.0%\u3001Node.js66.4%\u3001.NET Core66.0%\u3001Spark66.0%\u3001Spring60.0%\u3001Django58.3%\u3002<br \/>\n\u5acc\u3044\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff1aCordova59.6%\u3001Xamarin51.0%\u3001Hadoop46.1%\u3001Angular45.4%\u3001Django41.7%\u3001Spring40.0%\u3002<br \/>\n\u5fc5\u8981\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff1aReact21.3%\u3001Node.js20.9%\u3001TensorFlow15.5%\u3001Angular14.3%\u3002<\/p>\n<p>\u304a\u307e\u3048\u3089\u305d\u3093\u306a\u306b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30a2\u30d7\u30ea\u5acc\u3044\u304b\u3002<\/p>\n<h3>Most Loved, Dreaded, and Wanted Databases<\/h3>\n<p>\u597d\u304d\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff1aRedis64.5%\u3001PostgreSQL62.0%\u3001Elasticsearch59.9%\u3001Amazon RDS\/Aurora58.8%\u3001Microsoft Azure56.7%\u3001Google Cloud Storage56.5\u3001MongoDB55.1%\u3001MariaDB53.3%\u3001Google BigQuery52.4%\u3002<br \/>\n\u5acc\u3044\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff1aIBM Db278.2%\u3001Oracle63.1%\u3001Memcached57.8%\u3001Apache HBase56.4%\u3001Amazon Redshift55.2%\u3001Apache Hive53.8%\u3001Cassandra53.6%\u3001SQLite51.9%\u3001MySQL51.3%\u3002<br \/>\n\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff1aMongoDB18.6%\u3001Elasticsearch12.2%\u3001PostgreSQL11.4%\u3001Redis9.7%\u3001MySQL7.5%\u3001Microsoft Azure7.3%\u3001Google Cloud Storage7.3%\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u597d\u304d\u5acc\u3044\u3063\u3066\u611f\u60c5\u306f\u3088\u304f\u308f\u304b\u3089\u3093\u306a\u3001\u3068\u601d\u3063\u305f\u304cOracle\u306f\u5acc\u3044\u3060\u3063\u305f\u3002<br \/>\n\u4f55\u3060\u3063\u305f\u304b\u5fd8\u308c\u305f\u304cMySQL\u3060\u3068\u666e\u901a\u306b\u66f8\u3051\u308b\u69cb\u6587\u306b\u8d85\u7d76\u82e6\u52b4\u3057\u305f\u899a\u3048\u304c\u3042\u308b\u3002<\/p>\n<h3>Most Loved, Dreaded, and Wanted Platforms<\/h3>\n<p>\u597d\u304d\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff1aLinux76.5%\u3001Serverless75.2%\u3001AWS68.6%\u3001Raspberry Pi67.7%\u3001ESP8266\u30fb67.4%\u3001iOS64.6%\u3001Apple Watch or Apple TV64.0%\u3001Mac OS63.9%\u3001Firebase63.8%\u3001Android63.8%\u3002<br \/>\n\u5acc\u3044\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff1aSharePoint71.8%\u3001Drupal70.4%\u3001Salesforce69.7%\u3001Mainframe68.9%\u3001Windows Phone68.8%\u3001WordPress63.2%\u3001Predix60.9%\u3001IBM Cloud or Watson56.3%\u3001Heroku47.8%\u3002<br \/>\n\u5fc5\u8981\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff1aAndroid16.0%\u3001Raspberry Pi13.1%\u3001AWS12.0%\u3001Linux10.9%\u3001iOS9.6%\u3001Firebase8.3%\u3002<\/p>\n<p>\u597d\u304d\u5acc\u3044\u4ee5\u524d\u306b\u77e5\u3089\u306a\u3044\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3060\u3089\u3051\u306a\u306e\u3060\u304c\u30017\u5272\u3082\u306e\u4eba\u304c\u300e\u4ffa\u306fESP8266\u304c\u597d\u304d\u3060\u300f\u300e\u4ffa\u306fSharePoint\u304c\u5acc\u3060\u300f\u3063\u3066\u4e3b\u5f35\u3059\u308b\u306e\u306f\u3069\u3046\u3044\u3046\u308f\u3051\u306a\u306e\u3060\u3002<br \/>\n\u300e\u4f7f\u3063\u3066\u308b\u4eba\u306e\u4e2d\u3067\u300f\u307f\u305f\u3044\u306a\u4ed8\u968f\u6761\u4ef6\u3067\u3082\u3042\u308b\u306e\u304b\uff1f<\/p>\n<h2>Development Environments and Tools<\/h2>\n<h3>Most Popular Development Environments<\/h3>\n<p>\u958b\u767a\u30c4\u30fc\u30eb\u3002<br \/>\nWeb\u958b\u767a\uff1aVSC38.7%\u3001VS35.7%\u3001Notepad++34.5%\u3001Sublime Text30.2%\u3001IntelliJ26.5%\u3001Vim26.1%\u3001Eclipse18.7%\u3001Atom18.6%\u3001Android Studio17.6%\u3001PyCharm11.4%\u3001PHPStorm10.7%\u3002<br \/>\n\u30e2\u30d0\u30a4\u30eb\u958b\u767a\uff1aAndroid Studio56.6%\u3001VSC36.6%\u3001Xcode35.1%\u3001VS32.9%\u3001Notepad++32.5%\u3001Sublime Text32.2%\u3001IntelliJ31.5%\u3001Eclipse20.7%\u3001Atom20.3%\u3001Vim19.1%\u3001NetBeans10.9%\u3001PyCharm10.6%\u3002<br \/>\n\u30b7\u30b9\u30a2\u30c9\u30fbDevOps\uff1aVim40.1%\u3001VSC36.5%\u3001Notepad++34.2%\u3001VS32.6%\u3001Sublime Text28.8%\u3001IntelliJ26.2%\u3001Atom19.8%\u3001Android Studio18.0%\u3001Eclipse17.5%\u3001PyCharm14.9%\u3001PHPStorm12.4%\u3002<\/p>\n<p>\u3057\u3070\u3057\u3070\u5b97\u6559\u8ad6\u4e89\u306b\u306a\u308bVim\/Emacs\u3060\u3051\u3069\u3001\u30b7\u30a7\u30a2\u7684\u306b\u306f\u5b8c\u5168\u306b\u52dd\u8ca0\u304c\u4ed8\u3044\u3066\u308b\u3002<br \/>\n\u3080\u3057\u308d\u4e89\u3063\u3066\u308b\u9593\u306bVSC\u304c\u5168\u3066\u3092\u304b\u3063\u652b\u3063\u3066\u3044\u304d\u305d\u3046\u3002<\/p>\n<h3>Developers&#8217; Primary Operating Systems<\/h3>\n<p>\u30e1\u30a4\u30f3\u958b\u767a\u6a5f\u306e\u6a5f\u7a2e\u3002<br \/>\nWindows49.9%\u3001MacOS26.7%\u3001Linux23.2%\u3001BSD\/UNIX0.2%\u3002<\/p>\n<p>\u534a\u6570\u304cWindows\u3067\u3001\u6b8b\u308a\u306e\u534a\u5206\u3092MacOS\u3068Linux\u304c\u5206\u3051\u3066\u3044\u308b\u3002<\/p>\n<h3>How Many Monitors?<\/h3>\n<p>\u30e2\u30cb\u30bf\u679a\u6570\u3002<br \/>\n1\u679a31.9%\u30012\u679a51.1%\u30013\u679a14.4%\u30014\u679a1.2%\u3001\u305d\u308c\u4ee5\u4e0a1.4%\u3002<\/p>\n<p>\u79c1\u306f\u8077\u5834\u30fb\u81ea\u5b85\u5171\u306b2\u679a\u3060\u306a\u3002<br \/>\n\u8077\u5834\u306f\u679a\u6570\u3092\u5897\u3084\u3059\u306b\u306f\u30b0\u30e9\u30dc\u304c\u53b3\u3057\u304f\u3001\u81ea\u5b85\u306f\u30b9\u30da\u30fc\u30b9\u304c\u8db3\u308a\u306a\u3044\u3002<\/p>\n<h2>Top Paying Technologies<\/h2>\n<h3>What Languages Are Associated with the Highest Salaries Worldwide?<\/h3>\n<p>\u8a00\u8a9e\u6bce\u306e\u7d66\u4e0e\u3002<br \/>\nF#74000\u30c9\u30eb\u3001Ocaml72000\u30c9\u30eb\u3001Closure72000\u30c9\u30eb\u3001Groovy72000\u30c9\u30eb\u3001Perl69000\u30c9\u30eb\u3001Rust69000\u30c9\u30eb\u3001Erlang67000\u30c9\u30eb\u3001Scala67000\u30c9\u30eb\u3001Go66000\u30c9\u30eb\u3002<\/p>\n<p>\u30de\u30a4\u30ca\u30fc\u8a00\u8a9e\u304c\u4e0a\u306a\u306e\u306f\u6bcd\u6570\u304c\u5c11\u306a\u3044\u304b\u3089\u3060\u308d\u3046\u3057\u3001\u3053\u308c\u3092\u898b\u3066F#\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c8\u306b\u306a\u308d\u3046\u3063\u3066\u601d\u3063\u3066\u3082\u75db\u3044\u76ee\u898b\u308b\u3060\u3051\u306a\u6c17\u304c\u3059\u308b\u3002<br \/>\n\u3042\u3068Web\u7cfb\u306f\u5b89\u3044\u3002JavaScript55000\u30c9\u30eb\u3001HTML54000\u30c9\u30eb\u3001CSS53000\u30c9\u30eb\u3002PHP\u306f\u30ea\u30b9\u30c8\u306b\u8f09\u3063\u3066\u3059\u3089\u7121\u3044\u3002<\/p>\n<h2>Correlated Technologies<\/h2>\n<h3>How Technologies Are Connected<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9300913a08637a6e509a\/140-0.png\" alt=\"02.png\" \/><\/div>\n<p>\u958b\u767a\u8005\u306e\u7d71\u8a08\u7684\u306b\u50be\u5411\u306e\u8fd1\u3044\u6280\u8853\u3092\u96c6\u3081\u305f\u30b0\u30e9\u30d5\u3002<br \/>\nWeb\u7cfb\u3068Microsoft\u7cfb\u304cSQL\u3092\u4ecb\u3057\u3066\u7e4b\u304c\u3063\u3066\u308b\u306e\u3068\u3001Android\u3068iOS\u5468\u8fba\u304c\u96c6\u307e\u3063\u3066\u308b\u304f\u3089\u3044\u3067\u3001\u305d\u308c\u4ee5\u5916\u306f\u308f\u308a\u3068\u96e2\u308c\u3066\u308b\u3002<\/p>\n<h2>Technology and Society<\/h2>\n<h3>What Do Developers Think Is Dangerous and Exciting About AI?<\/h3>\n<p>AI\u306b\u3064\u3044\u3066\u306e\u61f8\u5ff5\u3068\u671f\u5f85\u3002<br \/>\n\u61f8\u5ff5\uff1a\u91cd\u8981\u306a\u6c7a\u5b9a\u3092AI\u306b\u6e21\u3059\u3053\u306828.6%\u3001\u30b7\u30f3\u30ae\u30e5\u30e9\u30ea\u30c6\u30a328.0%\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u304a\u3051\u308b\u516c\u5e73\u6027\u306e\u5b9a\u7fa923.7%\u3001\u4ed5\u4e8b\u306e\u81ea\u52d5\u531619.8%\u3002<br \/>\n\u671f\u5f85\uff1a\u4ed5\u4e8b\u306e\u81ea\u52d5\u531640.8%\u3001\u91cd\u8981\u306a\u6c7a\u5b9a\u3092AI\u306b\u6e21\u3059\u3053\u306823.5%\u3001\u30b7\u30f3\u30ae\u30e5\u30e9\u30ea\u30c6\u30a323.3%\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u304a\u3051\u308b\u516c\u5e73\u6027\u306e\u5b9a\u7fa912.4%\u3002<\/p>\n<p>\u500b\u4eba\u7684\u306b\u306f\u3055\u3063\u3055\u3068\u30b7\u30f3\u30ae\u30e5\u30e9\u30ea\u30c6\u30a3\u6765\u3066\u307b\u3057\u3044\u6d3e\u3002<br \/>\n\u4eba\u985e\u306e\u9032\u6b69\u306f\u3042\u307e\u308a\u306b\u3082\u9045\u3059\u304e\u308b\u3002\u8133\u79fb\u690d\u3084\u6052\u661f\u9593\u98db\u884c\u306f\u304a\u308d\u304b\u30cf\u30b2\u306e\u6cbb\u7642\u85ac\u3059\u3089\u307e\u3060\u5168\u7136\u5b9f\u73fe\u3057\u3066\u306a\u3044\u3093\u3060\u305e\u3002<\/p>\n<h3>Who is Primarily Responsible for Considering the Ramifications of AI?<\/h3>\n<p>AI\u306e\u8cac\u4efb\u306f\u8ab0\u304c\u53d6\u308b\u3079\u304d\u304b\u3002<br \/>\n\u958b\u767a\u800547.8%\u3001\u653f\u5e9c\u305d\u306e\u4ed6\u306e\u6a5f\u95a227.9%\u3001\u696d\u754c\u306e\u30ea\u30fc\u30c0\u30fc16.6%\u3001\u8ab0\u3082\u3044\u306a\u30447.7%\u3002<\/p>\n<p>\u534a\u6570\u306f\u958b\u767a\u8005\u304c\u3001\u305d\u3057\u30661\/4\u306f\u653f\u5e9c\u304c\u53d6\u308b\u3079\u304d\u3060\u3068\u8003\u3048\u3066\u3044\u308b\u3002<\/p>\n<h3>How Do Developers Feel About the Future of AI?<\/h3>\n<p>AI\u306e\u672a\u6765\u306b\u3064\u3044\u3066\u3069\u3046\u611f\u3058\u3066\u3044\u308b\u304b\u3002<br \/>\n\u5371\u967a\u6027\u3088\u308a\u8208\u596e\u306e\u65b9\u304c\u52dd\u3063\u3066\u3044\u308b72.8%\u3001\u5371\u967a\u6027\u306e\u65b9\u304c\u52dd\u3063\u3066\u3044\u308b19.0%\u3001\u6c17\u306b\u3057\u3066\u306a\u3044\/\u8003\u3048\u3066\u306a\u30448.2%\u3002<\/p>\n<p>\u307b\u3068\u3093\u3069\u306e\u958b\u767a\u8005\u304cAI\u306b\u3064\u3044\u3066\u697d\u89b3\u7684\u3067\u3042\u308b\u3002<\/p>\n<h3>AI Concerns by Developer Type<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9300913a08637a6e509a\/153-0.png\" alt=\"03.png\" \/><\/div>\n<p>\u8077\u7a2e\u306b\u3088\u308bAI\u3078\u306e\u614b\u5ea6\u306e\u9055\u3044\u3002<br \/>\n\u4f8b\u3048\u3070\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306f\u3001\u30b7\u30f3\u30ae\u30e5\u30e9\u30ea\u30c6\u30a3\u3088\u308a\u3082\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u610f\u601d\u6c7a\u5b9a\u306b\u304a\u3051\u308b\u516c\u5e73\u6027\u306e\u5b9a\u7fa9\u306e\u307b\u3046\u3092\u5e73\u5747\u3088\u308a1.5\u500d\u5fc3\u914d\u3057\u3066\u3044\u305f\u3002<\/p>\n<h1>Work<\/h1>\n<h2>Employment<\/h2>\n<h3>Employment Status<\/h3>\n<p>\u52b4\u50cd\u74b0\u5883\u3002<br \/>\n\u30d5\u30eb\u30bf\u30a4\u30e0\u96c7\u752874.0%\u3001\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u30fb\u81ea\u55b6\u696d9.7%\u3001\u6c42\u8077\u4e2d6.1%\u3001\u30d1\u30fc\u30c8\u30bf\u30a4\u30e05.6%\u3001\u30cb\u30fc\u30c84.3%\u3001\u9000\u8077\u80050.2%\u3002<\/p>\n<p>9\u5272\u304c\u50cd\u3044\u3066\u308b\u3002<\/p>\n<h3>Employment Status by Geography<\/h3>\n<p>\u56fd\u5225\u306e\u52b4\u50cd\u74b0\u5883\u3002<br \/>\n\u30c9\u30a4\u30c4\u3067\u306f\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u304c\u591a\u3044\u3001\u30a4\u30f3\u30c9\u306f\u4e00\u5272\u304c\u6c42\u8077\u4e2d\u306a\u3069\u3002\u6982\u306d7\uff5e8\u5272\u304c\u30d5\u30eb\u30bf\u30a4\u30e0\u96c7\u7528\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<h3>Employment Status for Professional Developers by Geography<\/h3>\n<p>\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u958b\u767a\u8005\u306e\u96c7\u7528\u72b6\u6cc1\u3002<br \/>\n\u30d5\u30eb\u30bf\u30a4\u30e0\u96c7\u7528\u7387\u304c\u9ad8\u3044\u3051\u3069\u5168\u4f53\u7684\u306b\u306f\u3042\u307e\u308a\u5909\u308f\u3089\u306a\u3044\u3002<\/p>\n<h2>Company Type<\/h2>\n<h3>Industry<\/h3>\n<p>\u4f1a\u793e\u306e\u696d\u7a2e\u3002<br \/>\nWeb\u8a2d\u8a08\u30fb\u958b\u767a16.0%\u3001IT10.8%\u3001SaaS10.3%\u3001\u91d1\u878d8.7%\u3001\u30af\u30e9\u30a6\u30c9\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f37.1%\u3001\u30c7\u30fc\u30bf\u5206\u67905.7%\u3001\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b05.3%\u3001\u30e1\u30c7\u30a3\u30a2\u30fb\u5e83\u544a\u51fa\u72485.1%\u3001\u5c0f\u58f25.0%\u3001\u533b\u76424.5%\u3001\u305d\u306e\u4ed6\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a9.9%\u3001\u4ed6\u306e\u696d\u754c11.6%\u3002<\/p>\n<p>\u30b3\u30f3\u30b5\u30eb\u3084\u533b\u7642\u306a\u3069\u3067\u50cd\u304f\u958b\u767a\u8005\u306f\u606f\u304c\u9577\u304f\u300120\u5e74\u4ee5\u4e0a\u50cd\u3044\u3066\u3044\u308b\u4f8b\u3082\u73cd\u3057\u304f\u306a\u3044\u3068\u304b\u306a\u3093\u3068\u304b\u3002<\/p>\n<h3>Company Size<\/h3>\n<p>\u4f1a\u793e\u898f\u6a21\u3002<br \/>\n10\u4eba\u672a\u6e8010.5%\u300119\u4eba\u4ee5\u4e0b11.2%\u300199\u4eba\u4ee5\u4e0b23.8%\u3001499\u4eba\u4ee5\u4e0b16.6%\u3001999\u4eba\u4ee5\u4e0b6.5%\u30014999\u4eba\u4ee5\u4e0b10.7%\u30019999\u4eba\u4ee5\u4e0b4.2%\u30011\u4e07\u4eba\u4ee5\u4e0a13.6%\u3002<\/p>\n<p>\u5927\u304b\u3089\u5c0f\u307e\u3067\u6e80\u904d\u306a\u304f\u3044\u308b\u3002<br \/>\n\u7d4c\u9a13\u306e\u9577\u3044\u958b\u767a\u8005\u307b\u3069\u5927\u4f01\u696d\u304c\u591a\u304f\u306a\u308a\u300130\u5e74\u306e\u958b\u767a\u8005\u306f5000\u4eba\u4ee5\u4e0a\u306e\u4f01\u696d\u3067\u50cd\u3044\u3066\u3044\u308b\u78ba\u7387\u304c2\u5e74\u306e\u958b\u767a\u8005\u306e2\u500d\u3002<\/p>\n<h2>Career Values<\/h2>\n<h3>What Do Developers Hope To Be Doing in Five Years?<\/h3>\n<p>\u4eca\u5f8c5\u5e74\u3067\u3069\u3046\u306a\u308a\u305f\u3044\u304b\u3002<br \/>\n\u3088\u308a\u5c02\u9580\u7684\u306a\u6280\u885333.9%\u3001\u8d77\u696d25.7%\u3001\u5909\u308f\u3063\u3066\u306a\u304419.4%\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30de\u30cd\u30fc\u30b8\u30e3\u306b\u306a\u308b9.9%\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u30de\u30cd\u30fc\u30b8\u30e3\u306b\u306a\u308b6.6%\u3001\u5225\u696d\u7a2e2.8%\u3001\u30ea\u30bf\u30a4\u30e41.7%\u3002<\/p>\n<p>\u30ea\u30bf\u30a4\u30e4\u3057\u3066\u4e0d\u52b4\u6240\u5f97\u3067\u751f\u304d\u305f\u3044\u3002<\/p>\n<h3>How Do Developers Feel About Their Careers and Jobs?<\/h3>\n<p>\u4eca\u306e\u4ed5\u4e8b\u306e\u6e80\u8db3\u5ea6\u3002<br \/>\n\u3068\u3066\u3082\u4e0d\u6e803.6%\u3001\u4e0d\u6e809.1%\u3001\u3084\u3084\u4e0d\u6e8010.2%\u3001\u3069\u3061\u3089\u3067\u3082\u306a\u30447.2%\u3001\u3084\u3084\u6e80\u8db314.5%\u3001\u6e80\u8db337.5%\u3001\u3068\u3066\u3082\u6e80\u8db318.0%\u3002<\/p>\n<p>\u308f\u308a\u3068\u6e80\u8db3\u3057\u3066\u308b\u4eba\u304c\u591a\u3044\u3002<br \/>\n35\u304b\u308944\u6b73\u306e\u958b\u767a\u8005\u304c\u4ed5\u4e8b\u306b\u5bfe\u3059\u308b\u6e80\u8db3\u5ea6\u304c\u6700\u3082\u9ad8\u3044\u3002<\/p>\n<h2>Ethics<\/h2>\n<h3>What Would Developers Do If Asked to Write Code for an Unethical Purpose?<\/h3>\n<p>\u502b\u7406\u7684\u306b\u3088\u304f\u306a\u3044\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u3088\u3046\u306b\u6c42\u3081\u3089\u308c\u305f\u3089\u3069\u3046\u3059\u308b\u304b\u3002<br \/>\n\u66f8\u304f4.8%\u3001\u66f8\u304b\u306a\u304458.5%\u3001\u5185\u5bb9\u306b\u3088\u308b36.6%\u3002<\/p>\n<p>\u305f\u3076\u3093\u66f8\u304b\u306a\u3044\u3063\u3066\u8a00\u3063\u3066\u308b\u5974\u306e8\u5272\u306f\u91d1\u51fa\u3057\u305f\u3089\u66f8\u304f\u3002<\/p>\n<h3>How Would Developers Report Ethical Problems with Code?<\/h3>\n<p>\u975e\u502b\u7406\u7684\u306a\u30b3\u30fc\u30c9\u3092\u898b\u4ed8\u3051\u305f\u3089\u3069\u3046\u3059\u308b\u304b\u3002<br \/>\n\u793e\u5185\u3067\u544a\u767a\u3059\u308b35.7%\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u306b\u544a\u767a\u3059\u308b13.1%\u3001\u3057\u306a\u30444.6%\u3001\u5185\u5bb9\u306b\u3088\u308b46.6%\u3002<\/p>\n<h3>Who Is Ultimately Most Responsible for Code That Accomplishes Something Unethical?<\/h3>\n<p>\u975e\u502b\u7406\u7684\u306a\u30b3\u30fc\u30c9\u306b\u304a\u3044\u3066\u8cac\u4efb\u306f\u8ab0\u304c\u53d6\u308b\u3079\u304d\u304b\u3002<br \/>\n\u4f1a\u793e\u30fb\u7d44\u7e54\u4e0a\u5c64\u90e857.5%\u3001\u30a2\u30a4\u30c7\u30a2\u3092\u8003\u3048\u305f\u4eba22.8%\u3001\u5b9f\u88c5\u800519.7%\u3002<\/p>\n<p>\u73fe\u5834\u306b\u8cac\u4efb\u3092\u6c42\u3081\u308b\u4eba\u304c2\u5272\u3082\u3044\u3066\u3001\u6d77\u5916\u3082\u305f\u3044\u3057\u3066\u5909\u308f\u3089\u306a\u3044\u306a\u3002<\/p>\n<h3>Do Developers Have an Obligation to Consider the Ethical Implications of Their Code?<\/h3>\n<p>\u958b\u767a\u8005\u306f\u30b3\u30fc\u30c9\u306e\u502b\u7406\u7684\u610f\u5473\u3092\u8003\u616e\u3059\u3079\u304d\u304b\u3002<br \/>\n\u8003\u616e\u3059\u3079\u304d79.6%\u3001\u5fc5\u8981\u306f\u306a\u30446.1%\u3001\u308f\u304b\u3089\u306a\u304414.3%\u3002<\/p>\n<p>WELQ\u3084\u3089GameWith\u3084\u3089\u306e\u958b\u767a\u8005\u304c\u4f55\u8003\u3048\u3066\u305f\u304b\u77e5\u308a\u305f\u3044\u3068\u601d\u3046\u3053\u3068\u306f\u3042\u308b\u3002<\/p>\n<h2>Looking for a Job<\/h2>\n<h3>Job Search Status<\/h3>\n<p>\u8077\u63a2\u3057\u3092\u3057\u3066\u3044\u308b\u304b\u3002<br \/>\n\u7a4d\u6975\u7684\u306b\u63a2\u3057\u3066\u3044\u308b15.9%\u3001\u7a4d\u6975\u7684\u306b\u63a2\u3057\u3066\u306f\u3044\u306a\u3044\u304c\u30c1\u30e3\u30f3\u30b9\u304c\u3042\u308c\u3070\u8003\u3048\u308b59.8%\u3001\u63a2\u3057\u3066\u306a\u304424.3%\u3002<\/p>\n<p>3\/4\u304c\u65b0\u3057\u3044\u4ed5\u4e8b\u306e\u6a5f\u4f1a\u3092\u8003\u3048\u3066\u3044\u308b\u3002<\/p>\n<h3>Job Search Status by Geography<\/h3>\n<p>\u8077\u63a2\u3057\u306e\u56fd\u5225\u7d71\u8a08\u3002<br \/>\n\u30a4\u30f3\u30c9\u306731%\u304c\u7a4d\u6975\u7684\u306b\u4ed5\u4e8b\u3092\u63a2\u3057\u3066\u3044\u308b\u306e\u306b\u5bfe\u3057\u3001\u30a4\u30ae\u30ea\u30b9\u3084\u30ab\u30ca\u30c0\u3067\u306f10%\u3057\u304b\u3044\u306a\u3044\u3002<br \/>\n\u5168\u4f53\u7684\u306b\u306f\u56fd\u6bce\u306b\u5dee\u7570\u306f\u3042\u307e\u308a\u898b\u3089\u308c\u306a\u3044\u3002<\/p>\n<h3>Who&#8217;s Actively Looking for a Job?<\/h3>\n<p>\u7a4d\u6975\u7684\u306b\u4ed5\u4e8b\u3092\u63a2\u3057\u3066\u3044\u308b\u4eba\u306e\u8077\u7a2e\u3002<br \/>\n\u6559\u80b2\u8005\u30fb\u5b66\u8853\u7814\u7a76\u800518.5%\u3001\u30e2\u30d0\u30a4\u30eb\u958b\u767a\u800518.1%\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c818.0%\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c817.9%\u3001\u30b2\u30fc\u30e0\u958b\u767a\u800517.9%\u3001\u30c7\u30b6\u30a4\u30ca\u30fc17.7%\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a216.0%\u3002<\/p>\n<p>\u30de\u30cd\u30fc\u30b8\u30e3\u3084CEO\u306a\u3069\u306e\u5049\u3044\u4eba\u306f\u5272\u5408\u304c\u5c11\u306a\u3044\u3002<\/p>\n<h3>How Long Ago Did Developers Last Change Jobs?<\/h3>\n<p>\u6700\u5f8c\u306b\u4ed5\u4e8b\u304c\u5909\u308f\u3063\u3066\u304b\u3089\u306e\u5e74\u6570\u3002<br \/>\n1\u5e74\u4ee5\u4e0b34.6%\u30012\u5e74\u4ee5\u4e0b22.0%\u30014\u5e74\u4ee5\u4e0b18.8%\u3001\u305d\u308c\u4ee5\u4e0a18.9%\u3001\u50cd\u3044\u305f\u3053\u3068\u304c\u306a\u30445.8%\u3002<br \/>\n\u6700\u3082\u5909\u66f4\u304c\u6fc0\u3057\u3044\u8077\u7a2e\u306f\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u8005\u3060\u3063\u305f\u3002<\/p>\n<h3>Job Change Timelines by Geography<\/h3>\n<p>\u2191\u306e\u56fd\u5225\u7d71\u8a08\u3002<br \/>\n\u30a2\u30e1\u30ea\u30ab\u3001\u30a4\u30ae\u30ea\u30b9\u3001\u30c9\u30a4\u30c4\u3001\u30ab\u30ca\u30c0\u3067\u7d71\u8a08\u306f\u307b\u307c\u540c\u3058\u3002<\/p>\n<h2>Job Priorities<\/h2>\n<h3>How Do Developers Assess Potential Jobs?<\/h3>\n<p>\u96c7\u7528\u3067\u91cd\u8996\u3059\u308b\u3082\u306e\u3002<br \/>\n\u91cd\u8981\u8996\u3059\u308b\uff1a\u5831\u916c\u30fb\u5229\u76ca18.3%\u3001\u8a00\u8a9e\u3084\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af17.3%\u3001\u958b\u767a\u6a5f\u4f1a16.0%\u3001\u4f01\u696d\u6587\u531613.6%\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af10.3%\u3002<br \/>\n\u6c17\u306b\u3057\u306a\u3044\uff1a\u30c0\u30a4\u30d0\u30fc\u30b7\u30c6\u30a330.4%\u3001\u4f1a\u793e\u306e\u8ca1\u52d9\u72b6\u6cc114.1%\u3001\u696d\u754c\u7a2e\u522513.7%\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af12.5%\u3002<\/p>\n<p>\u50cd\u304f\u7406\u7531\u306f\u91d1\u3002\u5f53\u305f\u308a\u524d\u3067\u3042\u308b\u3002<br \/>\n\u305d\u3057\u3066\u30c0\u30a4\u30d0\u30fc\u30b7\u30c6\u30a3\u3068\u304b\u3069\u3046\u3067\u3082\u3044\u3044\u3068\u601d\u3063\u3066\u3044\u308b\u3002<\/p>\n<h3>Differences in Assessing Jobs by Gender<\/h3>\n<p>\u2191\u306e\u91cd\u8981\u8996\u3059\u308b\u6307\u6a19\u306e\u6027\u5225\u96c6\u8a08\u3002<br \/>\n\u7537\u6027\uff1a\u5831\u916c\u30fb\u5229\u76ca19.0%\u3001\u8a00\u8a9e\u3084\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af17.6%\u3001\u958b\u767a\u6a5f\u4f1a15.7%\u3001\u4f01\u696d\u6587\u531613.5%\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af10.3%\u3002<br \/>\n\u5973\u6027\uff1a\u4f01\u696d\u6587\u531616.9%\u3001\u958b\u767a\u6a5f\u4f1a16.8%\u3001\u8a00\u8a9e\u3084\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af16.4%\u3001\u5831\u916c\u30fb\u5229\u76ca14.1%\u3001\u30ea\u30e2\u30fc\u30c8\u30ef\u30fc\u30af10.2%\u3002<\/p>\n<p>\u30b8\u30a7\u30f3\u30c0\u30fc\u30de\u30a4\u30ce\u30ea\u30c6\u30a3\u306f\u5973\u6027\u3068\u540c\u3058\u304f\u4f01\u696d\u6587\u5316\u3092\u512a\u5148\u3002<\/p>\n<h3>What Developers Value in Compensation and Benefits<\/h3>\n<p>\u5831\u916c\u30fb\u5229\u76ca\u306b\u3064\u3044\u3066\u512a\u5148\u3059\u308b\u3053\u3068\u3002<br \/>\n\u91cd\u8981\u8996\u3059\u308b\uff1a\u7d66\u4e0e\u30fb\u30dc\u30fc\u30ca\u30b970.2%\u3001\u5065\u5eb7\u4fdd\u967a8.6%\u3001PC\u30fb\u4e8b\u52d9\u7528\u54c14.7%\u3001\u6559\u80b2\u4e88\u7b973.6%\u3001\u30b9\u30c8\u30c3\u30af\u30aa\u30d7\u30b7\u30e7\u30f33.2%\u3001\u9000\u8077\u91d12.1%\u3001\u80b2\u5150\u4f11\u66872.0%<br \/>\n\u6c17\u306b\u3057\u306a\u3044\uff1a\u80b2\u5150\u7d66\u4ed821.7%\u3001\u80b2\u5150\u4f11\u668714.1%\u3001\u793e\u98df12.3%\u3001\u30d5\u30a3\u30c3\u30c8\u30cd\u30b9\u3084\u30a6\u30a7\u30eb\u30cd\u30b9\u7279\u517811.1%\u3001\u30b9\u30c8\u30c3\u30af\u30aa\u30d7\u30b7\u30e7\u30f310.3%\u3001\u901a\u52e4\u624b\u5f539.5%\u3002<\/p>\n<p>\u5f53\u7136\u306a\u304c\u3089\u91d1\u304c\u6700\u512a\u5148\u3002<br \/>\n\u305f\u3060\u3053\u306e\u8a2d\u554f\u306f\u8907\u6570\u9078\u629e\u4e0d\u53ef\u306a\u306e\u3067\u3001\u6700\u512a\u5148\u3092\u9078\u3070\u305b\u308c\u3070\u7d66\u4e0e\u306b\u306a\u308b\u306e\u306f\u5f53\u7136\u3060\u308d\u3046\u3002<\/p>\n<h3>Valuing Compensation and Benefits by Geography<\/h3>\n<p>\u2191\u306e\u56fd\u5225\u7d71\u8a08\u3002<br \/>\n\u3042\u307e\u308a\u5909\u308f\u3089\u306a\u3044\u304c\u3001\u4fdd\u967a\u5236\u5ea6\u304c\u306a\u3044\u30a2\u30e1\u30ea\u30ab\u3067\u306f\u5065\u5eb7\u4fdd\u967a\u304c10%\u8d85\u3048\u3001\u30a4\u30f3\u30c9\u306fPC\u6a5f\u5668\u304c\u3068\u3066\u3082\u91cd\u8981\u306a\u3069\u3002<\/p>\n<h2>Development Practices<\/h2>\n<h3>What Do Developers Use to Stay Comfortable While Working?<\/h3>\n<p>\u5feb\u9069\u306a\u958b\u767a\u306e\u305f\u3081\u306b\u4f55\u3092\u4f7f\u3063\u3066\u3044\u308b\u304b\u3002<br \/>\n\u30a8\u30eb\u30b4\u30ce\u30df\u30af\u30b9\u30ad\u30fc\u30dc\u30fc\u30c9\u30fb\u30de\u30a6\u30b9\u3092\u4f7f\u752852.2%\u3001\u30b9\u30bf\u30f3\u30c7\u30a3\u30f3\u30b0\u30c7\u30b9\u30af\u3092\u4f7f\u752850.4%\u3001\u30a2\u30fc\u30e0\u30ec\u30b9\u30c822.4%\u3001\u75b2\u52b4\u8efd\u6e1b\u30de\u30c3\u30c812.4%\u3002<\/p>\n<p>RealForce\u7121\u3057\u306e\u30bf\u30a4\u30d4\u30f3\u30b0\u306f\u3082\u306f\u3084\u8003\u3048\u3089\u308c\u306a\u3044\u3002<\/p>\n<h3>Which Methodologies Do Developers Use?<\/h3>\n<p>\u958b\u767a\u65b9\u6cd5\u8ad6\u3002<\/p>\n<p>\u30a2\u30b8\u30e3\u30a4\u30eb85.4%\u3001\u30b9\u30af\u30e9\u30e062.7%\u3001\u30ab\u30f3\u30d0\u30f335.2%\u3001\u30da\u30a2\u30d7\u30ed28.4%\u3001\u30a8\u30af\u30b9\u30c8\u30ea\u30fc\u30e0\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b015.7%\u3001\u30a6\u30a9\u30fc\u30bf\u30fc\u30d5\u30a9\u30fc\u30eb15.1%\u3001\u30ea\u30fc\u30f3\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a9.6%\u3002<\/p>\n<p>\u30ab\u30f3\u30d0\u30f3\u3063\u3066\u56fd\u969b\u8a9e\u304b\u3088\u3002<\/p>\n<h3>How Long Do Developers Expect New Coworkers to Take to Be Productive?<\/h3>\n<p>4\u5e74\u9593\u306e\u958b\u767a\u7d4c\u9a13\u3092\u6301\u3064\u30c1\u30fc\u30e0\u306b\u3084\u3063\u3066\u304d\u305f\u65b0\u4eba\u304c\u5f79\u306b\u7acb\u3064\u307e\u3067\u3069\u308c\u304f\u3089\u3044\u6642\u9593\u304c\u5fc5\u8981\u3060\u3068\u601d\u3046\u304b\u3001\u3068\u3044\u3046\u8a2d\u554f\u3002<br \/>\n\u4e00\u30f6\u6708\u4ee5\u518530.0%\u30013\u30f6\u6708\u4ee5\u518544.7%\u3001\u534a\u5e74\u4ee5\u518517.4%\u30019\u30f6\u6708\u4ee5\u51855.1%\u3001\u4e00\u5e74\u4ee5\u51851.7%\u3001\u305d\u308c\u4ee5\u4e0a1.2%\u3002<\/p>\n<p>\u958b\u767a\u8005\u306e3\/4\u306f\u3001\u4e09\u30f6\u6708\u3082\u3059\u308c\u3070\u5341\u5206\u306a\u30ec\u30d9\u30eb\u306b\u306a\u308b\u3060\u308d\u3046\u3068\u8003\u3048\u3066\u3044\u305f\u3002<\/p>\n<h3>Version Control<\/h3>\n<p>\u4f7f\u3063\u3066\u3044\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3002<br \/>\nGit87.2%\u3001Subversion16.1%\u3001Team Foundation Version Control10.9%\u3001Zip\u30a2\u30fc\u30ab\u30a4\u30d67.9%\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5171\u67097.9%\u3001\u7121\u30574.8%\u3001Mercurial3.6%\u3002<\/p>\n<p>\u307e\u3042\u3001\u4eca\u306e\u3068\u3053\u308dGit\u4ee5\u5916\u3092\u4f7f\u3046\u610f\u7fa9\u306f\u306a\u3044\u3088\u306a\u3002<\/p>\n<h3>How Often Do Developers Check In Code?<\/h3>\n<p>\u30c1\u30a7\u30c3\u30af\u30a4\u30f3\u306e\u983b\u5ea6\u3002<br \/>\n\u6bce\u65e5\u8907\u6570\u56de60.2%\u3001\u4e00\u65e5\u4e00\u56de9.1%\u3001\u9031\u306b\u6570\u56de19.1%\u3001\u6708\u6570\u56de6.9%\u3001\u6708\u4e00\u56de\u672a\u6e803.2%\u3001\u3057\u306a\u30441.5%\u3002<\/p>\n<p>\u307e\u3068\u3082\u306a\u958b\u767a\u8005\u306a\u3089\u300e\u30c1\u30a7\u30c3\u30af\u30a4\u30f3\u3057\u306a\u3044\u300f\u306f\u9078\u3070\u306a\u3044\u3002<\/p>\n<h3>How are Job Satisfaction and Committing Code Related?<\/h3>\n<p>\u30b3\u30df\u30c3\u30c8\u306e\u983b\u5ea6\u3068\u4ed5\u4e8b\u306e\u6e80\u8db3\u5ea6\u306e\u76f8\u95a2\u3002<br \/>\n\u6bce\u65e5\u8907\u6570\u56de5.14\u3001\u4e00\u65e5\u4e00\u56de4.98\u3001\u9031\u306b\u6570\u56de4.94\u3001\u6708\u6570\u56de4.79\u3001\u6708\u4e00\u56de\u672a\u6e804.73\u3001\u3057\u306a\u30444.82\u3002<br \/>\n\u6570\u5024\u306f\u300e\u4ed5\u4e8b\u306e\u6e80\u8db3\u5ea6\u300f\u306e\u8abf\u67fb\u7d50\u679c\u3067\u3001\u9ad8\u3044\u307b\u3046\u304c\u6e80\u8db3\u3002<\/p>\n<p>\u305f\u3044\u3057\u3066\u5909\u308f\u3089\u306a\u3044\u304c\u3001\u30b3\u30df\u30c3\u30c8\u3059\u308b\u4eba\u306f\u4ed5\u4e8b\u306e\u6e80\u8db3\u5ea6\u304c\u5fae\u5999\u306b\u9ad8\u3044\u3002<br \/>\n\u3069\u3046\u3067\u3082\u3044\u3044\u304c\u8a2d\u554f\u3092Google\u7ffb\u8a33\u306b\u7a81\u3063\u8fbc\u3080\u3068\u300e\u8077\u52d9\u6e80\u8db3\u3068\u6cd5\u4ee4\u9075\u5b88\u306f\u3069\u306e\u3088\u3046\u306b\u95a2\u9023\u3057\u3066\u3044\u307e\u3059\u304b\uff1f\u300f\u3068\u304b\u306a\u308a\u305d\u308c\u3063\u307d\u3044\u8a33(\u3060\u304c\u9593\u9055\u3044)\u304c\u51fa\u3066\u304f\u308b\u3002<\/p>\n<h2>Salary<\/h2>\n<h3>Salary by Developer Type<\/h3>\n<p>\u8077\u7a2e\u3054\u3068\u306e\u7d66\u4e0e\u3002<br \/>\n\u30de\u30cd\u30fc\u30b8\u30e389000\u30c9\u30eb\u3001DevOps\u30b9\u30da\u30b7\u30e3\u30ea\u30b9\u30c872000\u30c9\u30eb\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c860000\u30c9\u30eb\u3001\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c859000\u30c9\u30eb\u3001\u7d44\u307f\u8fbc\u307f\u30a8\u30f3\u30b8\u30cb\u30a259000\u30c9\u30eb\u3001\u30d5\u30eb\u30b9\u30bf\u30c3\u30af\u30a8\u30f3\u30b8\u30cb\u30a259000\u30c9\u30eb\u3001\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u958b\u767a\u800557000\u30c9\u30eb\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30a8\u30f3\u30b8\u30cb\u30a256000\u30c9\u30eb\u3001\u30b7\u30b9\u30a2\u30c956000\u30c9\u30eb\u3002<\/p>\n<p>\u5730\u57df\u306b\u3088\u3063\u3066\u3082\u7570\u306a\u308b\u3002\u30a4\u30f3\u30c9\u3067\u306f\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u9ad8\u7d66\u3060\u304c\u3001\u30e8\u30fc\u30ed\u30c3\u30d1\u3067\u306f\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u3084\u7d44\u307f\u8fbc\u307f\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u9ad8\u53ce\u5165\u3002<\/p>\n<h3>Salary and Experience by Developer Type<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9300913a08637a6e509a\/240-0.png\" alt=\"04.png\" \/><\/div>\n<p>\u8077\u7a2e\u3068\u7d66\u4e0e\u306e\u76f8\u95a2\u3002<br \/>\n\u5f53\u7136\u5c31\u696d\u5e74\u6570\u304c\u9577\u3044\u307b\u3069\u7d66\u4e0e\u306f\u9ad8\u304f\u306a\u308b\u304c\u3001\u8077\u7a2e\u81ea\u4f53\u304c\u9ad8\u7d66\u3068\u3044\u3046\u30b8\u30e3\u30f3\u30eb\u3082\u3042\u308b\u3002<\/p>\n<h3>Salary and Experience by Language<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d9300913a08637a6e509a\/243-0.png\" alt=\"05.png\" \/><\/div>\n<p>\u958b\u767a\u8a00\u8a9e\u3068\u7d66\u4e0e\u306e\u76f8\u95a2\u3002<br \/>\n\u4e38\u306e\u5927\u304d\u3055\u306f\u4f7f\u7528\u8005\u6570\u3002<br \/>\nF#\u3001Clojure\u3001Go\u3042\u305f\u308a\u306f\u3084\u305f\u3089\u9ad8\u3044\u3002<\/p>\n<h1>Community<\/h1>\n<h2>Site Use<\/h2>\n<h3>Visiting Stack Overflow<\/h3>\n<p>StackOverflow\u3092\u4f7f\u3063\u305f\u3053\u3068\u304c\u3042\u308b\u304b\u3002<br \/>\n\u6bce\u65e5\u8907\u6570\u56de31.1%\u3001\u4e00\u65e5\u4e00\u56de32.5%\u3001\u9031\u306b\u6570\u56de22.4%\u3001\u6708\u306b\u6570\u56de11.5%\u3001\u6708\u4e00\u4ee5\u4e0b2.0%\u3001\u521d\u3081\u3066\u898b\u305f0.5%\u3002<\/p>\n<h3>How Many Participants Have a Stack Overflow Account?<\/h3>\n<p>StackOverflow\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u6301\u3063\u3066\u3044\u308b\u304b\u3002<br \/>\n\u6301\u3063\u3066\u3044\u308b87.4%\u3001\u6301\u3063\u3066\u306a\u30448.8%\u3001\u899a\u3048\u3066\u306a\u3044\/\u308f\u304b\u3089\u306a\u30443.8%\u3002<\/p>\n<p>\u56de\u7b54\u8005\u306e9\u5272\u306f\u767b\u9332\u30e6\u30fc\u30b6\u3060\u3063\u305f\u3002<\/p>\n<h3>Sharing What You&#8217;ve Built in Your Developer Story<\/h3>\n<p>Developer Story\u3092\u4f7f\u3063\u305f\u3053\u3068\u304c\u3042\u308b\u304b\u3002<br \/>\n\u4f7f\u3063\u3066\u3044\u308b16.7%\u3001\u4f5c\u3063\u305f\u3053\u3068\u306f\u3042\u308b\u304c\u53e4\u304f\u306a\u3063\u3066\u3044\u308b23.0%\u3001\u77e5\u3063\u3066\u3044\u308b\u304c\u4f7f\u3063\u305f\u3053\u3068\u306f\u306a\u304423.7%\u3001\u77e5\u3089\u306a\u304436.6%\u3002<\/p>\n<p>Developer Story\u306f\u30aa\u30f3\u30e9\u30a4\u30f3\u5c65\u6b74\u66f8\u3002<\/p>\n<h3>How Often Do Developers Participate on Stack Overflow?<\/h3>\n<p>StackOverflow\u3078\u306e\u53c2\u52a0\u983b\u5ea6\u3002<br \/>\n\u6bce\u65e5\u8907\u6570\u56de3.2%\u3001\u4e00\u65e5\u4e00\u56de5.9%\u3001\u9031\u306b\u6570\u56de11.7%\u3001\u6708\u306b\u6570\u56de22.6%\u3001\u6708\u4e00\u4ee5\u4e0b39.2%\u3001\u4f7f\u3063\u305f\u3053\u3068\u306a\u304417.3%\u3002<\/p>\n<p>\u8cea\u554f\u30fb\u56de\u7b54\u5171\u306b\u30ab\u30a6\u30f3\u30c8\u306e\u3088\u3046\u3060\u3002<br \/>\n\u6708\u4e00\u4ee5\u4e0a\u53c2\u52a0\u306f4\u5272\u7a0b\u5ea6\u3067\u3001ROM\u304c\u591a\u3044\u3002<\/p>\n<h2>Developer Opinions on Ads<\/h2>\n<h3>How Do Developers Feel About Ads?<\/h3>\n<p>StackOverflow\u306e\u5e83\u544a\u306b\u3064\u3044\u3066\u3069\u3046\u601d\u3046\u304b\u3002\u5f37\u304f\u53cd\u5bfe1\uff5e\u5f37\u304f\u8cdb\u62105\u306e\u5f97\u70b9\u5236\u3002<br \/>\n\u304a\u6c17\u306b\u5165\u308a\u306e\u4f1a\u793e\u304b\u3089\u306e\u901a\u77e5\u306f\u6b53\u8fce\u3059\u308b3.4\u3001\u81ea\u5206\u306b\u95a2\u9023\u3057\u305f\u5e83\u544a\u306a\u3089\u3088\u30443.3\u3001\u6b7b\u306c\u304c\u3088\u30443.2\u3002<\/p>\n<p>\u610f\u5916\u3068\u5bdb\u5bb9\u306a\u4eba\u304c\u591a\u3044\u3002<\/p>\n<h3>Ad Priorities for Developers<\/h3>\n<p>\u958b\u767a\u8005\u5411\u3051\u5e83\u544a\u306e\u512a\u5148\u9806\u4f4d\u3002<br \/>\n\u91cd\u8996\u3059\u308b\uff1a\u81ea\u5206\u306b\u95a2\u9023\u3059\u308b\u5e83\u544a38.8%\u3001\u6709\u7528\u306a\u60c5\u583114.1%\u3001\u4fe1\u983c\u3067\u304d\u308b\u5e83\u544a13.8%\u3001\u6b63\u76f4\u306a\u5e83\u544a12.9%\u3002<br \/>\n\u91cd\u8996\u3057\u306a\u3044\uff1a\u7121\u6599\u8a66\u7528\u7248\u306e\u5b58\u572832.5%\u3001\u66d6\u6627\u306a\u5e83\u544a25.2%\u3001\u597d\u304d\u306a\u4f1a\u793e\u306e\u5e83\u544a16.7%\u3001\u4fe1\u983c\u3067\u304d\u308b\u5e83\u544a8.4%\u3002<\/p>\n<p>\u958b\u767a\u8005\u304c\u5e83\u544a\u3067\u91cd\u8996\u3059\u308b\u4e8b\u9805\u306f\u5f79\u306b\u7acb\u3064\u304b\u3001\u4fe1\u983c\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u3067\u3042\u3063\u3066\u3001\u7121\u6599\u304b\u5426\u304b\u306f\u6c17\u306b\u3057\u306a\u3044\u3002<\/p>\n<h2>Engaging Together<\/h2>\n<h3>Do Developers Consider Themselves Part of the Stack Overflow Community?<\/h3>\n<p>\u81ea\u5206\u3092StackOverflow\u306e\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u4e00\u54e1\u3060\u3068\u601d\u3046\u304b\u3002<br \/>\n\u306f\u304455.5%\u3001\u3044\u3044\u304822.4%\u3001\u308f\u304b\u3089\u306a\u304422.2%\u3002<br \/>\n\u306f\u3044\u3068\u7b54\u3048\u305f\u5272\u5408\uff1a\u7537\u602756.9%\u3001\u5973\u602743.3%\u3001X\u30b8\u30a7\u30f3\u30c0\u30fc40.8%\u3001\u30c8\u30e9\u30f3\u30b9\u30b8\u30a7\u30f3\u30c0\u30fc39.2%\u3002<\/p>\n<p>\u7537\u6027\u306e\u65b9\u304c\u3059\u3054\u3044\u4e00\u4f53\u611f\u3092\u611f\u3058\u308b\u2026\u3063\u3066\u306a\u308a\u3084\u3059\u3044\u3088\u3046\u3060\u3002<\/p>\n<h3>Interest in Hypothetical New Tools on Stack Overflow<\/h3>\n<p>\u6b21\u306b\u5b9f\u88c5\u3059\u308b\u3068\u3057\u305f\u3089\u3069\u306e\u3088\u3046\u306a\u65b0\u6a5f\u80fd\u306b\u671f\u5f85\u3059\u308b\u304b\u3002\u5f37\u304f\u53cd\u5bfe1\uff5e\u5f37\u304f\u8cdb\u62105\u306e\u5f97\u70b9\u5236\u3002<br \/>\n\u96c7\u7528\u5be9\u67fb\u30b7\u30b9\u30c6\u30e03.2\u3001\u30ad\u30e3\u30ea\u30a2\u6210\u9577\u306e\u305f\u3081\u306eQ&amp;A3.2\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5c02\u7528\u306e\u30d6\u30ed\u30b03.0\u3001\u30e1\u30f3\u30bf\u30fc\u5236\u5ea62.8\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u521d\u5fc3\u8005\u5411\u3051\u30a8\u30ea\u30a22.6\u3002<\/p>\n<p>\u4ed5\u4e8b\u306b\u95a2\u3059\u308b\u9805\u76ee\u304c\u3084\u306f\u308a\u5f37\u3044\u3002<\/p>\n<h1>Methodology<\/h1>\n<p>\u3053\u306e\u30ec\u30dd\u30fc\u30c8\u306f\u3001\u4e16\u754c\u4e2d\u306e183\u30ab\u56fd\u304b\u3089101592\u4eba\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u8005\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u7d50\u679c\u306b\u57fa\u3065\u3044\u3066\u4f5c\u6210\u3055\u308c\u305f\u3002<br \/>\n\u3053\u306e\u56de\u7b54\u6570\u306f\u3001\u8abf\u67fb\u306b\u8cbb\u3084\u3057\u305f\u6642\u9593\u3068\u56de\u7b54\u304b\u3089\u3001\u5206\u6790\u3059\u308b\u306b\u5024\u3059\u308b\u3068\u898b\u505a\u3057\u305f\u6570\u3067\u3042\u308b\u3002<br \/>\n\u56de\u7b54\u3092\u958b\u59cb\u3057\u305f\u3082\u306e\u306e\u5341\u5206\u306a\u6570\u306e\u8cea\u554f\u306b\u56de\u7b54\u3057\u306a\u304b\u3063\u305f\u7b49\u306e\u7406\u7531\u3067\u3001\u304a\u3088\u305d2\u4e07\u4ef6\u306e\u7d50\u679c\u304c\u5206\u6790\u306b\u306f\u542b\u307e\u308c\u306a\u304b\u3063\u305f\u3002<br \/>\n\u9069\u5207\u56de\u7b54\u8005\u306e\u3046\u3061\u300166.4%\u306e67441\u4eba\u304c\u5168\u8abf\u67fb\u306b\u56de\u7b54\u3057\u305f\u3002<\/p>\n<h2>Qualified Responses Worldwide<\/h2>\n<p>\u5206\u6790\u3057\u305f\u56de\u7b54\u8005\u6570\u3002<br \/>\n\u30e8\u30fc\u30ed\u30c3\u30d139001\u4eba\u3001\u5317\u30a2\u30e1\u30ea\u30ab25016\u4eba\u3001\u30a2\u30b8\u30a224700\u4eba\u3001\u5357\u30a2\u30e1\u30ea\u30ab4162\u4eba\u3001\u30a2\u30d5\u30ea\u30ab2869\u4eba\u3001\u30aa\u30fc\u30b9\u30c8\u30e9\u30ea\u30a2\/\u30aa\u30bb\u30a2\u30cb\u30a22591\u4eba\u3001\u305d\u306e\u4ed684\u4eba\u3002<\/p>\n<p>\u3053\u306e\u8abf\u67fb\u306f2018\/01\/08\u304b\u30892018\/01\/28\u306b\u304b\u3051\u3066\u884c\u308f\u308c\u305f\u3002<br \/>\n\u9069\u5207\u56de\u7b54\u8005\u304c\u30a2\u30f3\u30b1\u30fc\u30c8\u306b\u8cbb\u3084\u3057\u305f\u6642\u9593\u306e\u4e2d\u592e\u5024\u306f25.8\u5206\u3067\u3042\u308a\u3001\u5168\u8abf\u67fb\u56de\u7b54\u8005\u306e\u4e2d\u592e\u5024\u306f29.4\u5206\u3060\u3063\u305f\u3002<br \/>\n\u56de\u7b54\u8005\u306f\u4e3b\u306bStackOverflow\u304c\u6240\u6709\u3059\u308b\u30c1\u30e3\u30cd\u30eb\u3092\u901a\u3057\u3066\u96c6\u3081\u3089\u308c\u305f\u3002<br \/>\n\u6d41\u5165\u6e90\u306e\u4e0a\u4f4d\u306f\u3001\u30d0\u30ca\u30fc\u5e83\u544a\u3001\u30e1\u30fc\u30ea\u30f3\u30b0\u30ea\u30b9\u30c8\u3001\u81ea\u793e\u5e83\u544a\u3001\u30d6\u30ed\u30b0\u6295\u7a3f\u3001Twitter\u3060\u3063\u305f\u3002<br \/>\n\u30a2\u30f3\u30b1\u30fc\u30c8\u3092\u5b8c\u4e86\u3057\u305f\u56de\u7b54\u8005\u306b\u306f\u3001\u304a\u793c\u3068\u3057\u3066&#8221;Census&#8221;\u30d0\u30c3\u30b8\u3092\u6388\u4e0e\u3057\u305f\u3002<\/p>\n<p>\u30e6\u30fc\u30b6\u304c\u8abf\u67fb\u306b\u307e\u3058\u3081\u306b\u56de\u7b54\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u57fa\u6e96\u3068\u3057\u3066\u3001\u8abf\u67fb\u306b\u5bfe\u3059\u308b\u6642\u9593\u3092\u57fa\u6e96\u3068\u3057\u305f\u3002<br \/>\n5\u5206\u672a\u6e80\u3067\u56de\u7b54\u3055\u308c\u305f\u7d50\u679c\u306b\u3064\u3044\u3066\u306f\u3001\u307b\u3068\u3093\u3069\u304c\u9069\u5207\u56de\u7b54\u304b\u3089\u9664\u5916\u3055\u308c\u305f\u3002<\/p>\n<p>\u7d66\u4e0e\u306b\u3064\u3044\u3066\u306e\u8cea\u554f\u306b\u30d0\u30b0\u304c\u3042\u308a\u3001\u305d\u306e\u56de\u7b54\u306f\u3053\u306e\u8abf\u67fb\u306b\u306f\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u3002<br \/>\n\u307e\u305a\u56de\u7b54\u8005\u304c\u73fe\u5728\u4f7f\u7528\u3057\u3066\u3044\u308b\u901a\u8ca8\u306b\u3064\u3044\u3066\u5c0b\u306d\u3001\u6b21\u306b\u7d66\u4e0e\u304c\u540c\u3058\u901a\u8ca8\u3067\u3042\u308b\u304b\u3001\u6700\u5f8c\u306b\u7d66\u4e0e\u304c\u9031\u6255\u3044\u30fb\u6708\u6255\u3044\u30fb\u5e74\u6255\u3044\u3067\u3042\u308b\u304b\u3092\u5c0b\u306d\u305f\u304c\u3001\u30a2\u30f3\u30b1\u30fc\u30c8\u521d\u65e5\u306b\u8a72\u5f53\u90e8\u5206\u304c\u6b63\u5e38\u306b\u52d5\u4f5c\u3057\u306a\u304b\u3063\u305f\u3002<br \/>\n\u7d66\u4e0e\u306b\u3064\u3044\u3066\u306e\u8cea\u554f\u306f\u3001\u4ed6\u306e\u8cea\u554f\u3068\u540c\u69d8\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u3042\u308b\u3002<br \/>\n\u56de\u7b54\u8005\u306f\u9069\u683c\u56de\u7b54\u8005\u306e57.7%\u300158650\u4eba\u3060\u3063\u305f\u3002<br \/>\n\u53ce\u5165\u306e\u4e0a\u4f4d1%\u306b\u3064\u3044\u3066\u306f\u96c6\u8a08\u304b\u3089\u9664\u5916\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p>\u591a\u304f\u306e\u8cea\u554f\u306f\u3001\u624b\u524d\u306e\u56de\u7b54\u306b\u57fa\u3065\u3044\u3066\u9023\u52d5\u3057\u3066\u5909\u66f4\u3055\u308c\u308b\u3002<br \/>\n\u305f\u3068\u3048\u3070\u3001\u4ed5\u4e8b\u306b\u95a2\u3059\u308b\u8cea\u554f\u306f\u4ed5\u4e8b\u306b\u5f93\u4e8b\u3057\u3066\u3044\u308b\u3068\u7b54\u3048\u305f\u8005\u306b\u306e\u307f\u8868\u793a\u3055\u308c\u305f\u3002<\/p>\n<p>\u8cea\u554f\u306f\u5e7e\u3064\u304b\u306e\u8cea\u554f\u30d6\u30ed\u30c3\u30af\u306b\u5206\u985e\u3055\u308c\u3001\u9806\u756a\u306f\u30e9\u30f3\u30c0\u30e0\u306b\u3055\u308c\u305f\u3002<br \/>\n\u307e\u305f\u3001\u307b\u3068\u3093\u3069\u306e\u8cea\u554f\u306b\u5bfe\u3059\u308b\u56de\u7b54\u306f\u30e9\u30f3\u30c0\u30e0\u9806\u3067\u8868\u793a\u3055\u308c\u305f\u3002<\/p>\n<p>\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u305f\u3081\u3001\u8abf\u67fb\u306e\u521d\u65e5\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u3064\u3044\u3066\u306e\u8cea\u554f\u304b\u3089Oracle\u3068SQLite\u306e\u9078\u629e\u80a2\u304c\u9664\u5916\u3055\u308c\u305f\u3002<br \/>\n\u9078\u629e\u80a2\u3092\u8ffd\u52a0\u3057\u305f\u7fcc\u65e5\u4ee5\u964d\u306b\u3001\u56de\u7b54\u5272\u5408\u304c\u5909\u52d5\u3059\u308b\u304b\u3092\u614e\u91cd\u306b\u8abf\u67fb\u3057\u305f\u304c\u3001\u305d\u306e\u5146\u5019\u306f\u898b\u3089\u308c\u306a\u304b\u3063\u305f\u3002<br \/>\n\u6700\u3082\u597d\u304d\u306a\/\u5acc\u3044\u306a\/\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u56de\u7b54\u306b\u3064\u3044\u3066\u306f\u3001\u9078\u629e\u80a2\u306bOracle\u3068SQLite\u3092\u8ffd\u52a0\u3057\u305f\u4ee5\u964d\u306e\u96c6\u8a08\u306e\u307f\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3002<\/p>\n<h1>\u611f\u60f3<\/h1>\n<p>\u56de\u7b54\u8005\u6570\u306f\u3059\u3054\u3044\u308f\u308a\u306b\u8cea\u554f\u304c\u304a\u304a\u3056\u3063\u3071\u3059\u304e\u3066\u4f7f\u3044\u3065\u3089\u3044\u5370\u8c61\u3002<br \/>\nWindows\u3068Heroku\u3068WordPress\u3068Amazon Echo\u304c\u4e26\u5217\u3067\u9078\u629e\u80a2\u306b\u4e26\u3076\u8a2d\u554f\u3063\u3066\u306a\u3093\u3060\u3088\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6709\u540d\u7684\u6280\u672f\u4eba\u5458\u793e\u533aStack Overflow\u53d1\u5e03\u4e86\u300aStack Overflow Developer Sur [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-50595","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>2018\u5e74\u7684Stackoverflow\u5f00\u53d1\u8005\u8c03\u67e5\u670910\u4e07\u4eba\u53c2\u4e0e - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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