{"id":7218,"date":"2026-01-26T12:00:09","date_gmt":"2026-01-26T09:00:09","guid":{"rendered":"https:\/\/codenrock.com\/blog\/?p=7218"},"modified":"2026-01-30T19:51:05","modified_gmt":"2026-01-30T16:51:05","slug":"kak-izmenilis-hakatony-v-2025-godu-issledovanie-codenrock","status":"publish","type":"post","link":"https:\/\/codenrock.com\/blog\/kak-izmenilis-hakatony-v-2025-godu-issledovanie-codenrock\/","title":{"rendered":"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0432 2025 \u0433\u043e\u0434\u0443: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121-1024x576.jpg\" alt=\"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0432 2025 \u0433\u043e\u0434\u0443: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock\" class=\"wp-image-7224 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121-1024x576.jpg 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121-300x169.jpg 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121-768x432.jpg 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121-1536x864.jpg 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121-711x400.jpg 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121-335x188.jpg 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121.jpg 1920w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/576;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121-1024x576.jpg\" alt=\"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0432 2025 \u0433\u043e\u0434\u0443: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock\" class=\"wp-image-7224\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121-1024x576.jpg 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121-300x169.jpg 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121-768x432.jpg 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121-1536x864.jpg 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121-711x400.jpg 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121-335x188.jpg 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/0-itogi-16h9-121.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"576\"><\/span><\/figure>\n\n\n\n<p>\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0441\u0442\u0430\u043b\u0430 \u043a\u0440\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0432\u0430\u0436\u043d\u043e\u0439 \u043d\u0430 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0430\u0445 \u2014 \u0440\u044b\u043d\u043e\u043a IT-\u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u0439 \u0432 \u043f\u0440\u043e\u0448\u043b\u043e\u043c \u0433\u043e\u0434\u0443 \u0437\u0430\u043c\u0435\u0442\u043d\u043e \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0441\u044f. \u041a\u043e\u043d\u043a\u0443\u0440\u0441\u044b \u0441\u0442\u0430\u043b\u0438 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u043d\u0435\u0435, \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u043d\u0435\u0435 \u0438 \u0441\u043b\u043e\u0436\u043d\u0435\u0435, \u043a\u0430\u043a \u043f\u043e \u0437\u0430\u0434\u0430\u0447\u0430\u043c, \u0442\u0430\u043a \u0438 \u043f\u043e \u0441\u043e\u0441\u0442\u0430\u0432\u0443 \u043a\u043e\u043c\u0430\u043d\u0434.<\/p>\n\n\n\n<p>\u041c\u044b \u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043b\u0438 240 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u043e\u0432 2025 \u0433\u043e\u0434\u0430 \u0438 \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u043b\u0438, \u043a\u0430\u043a\u0438\u0435 \u0444\u043e\u0440\u043c\u0430\u0442\u044b, \u043d\u0430\u0432\u044b\u043a\u0438 \u0438 \u043f\u043e\u0434\u0445\u043e\u0434\u044b \u0431\u0443\u0434\u0443\u0442 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0442\u044c \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u044f \u0432 \u0431\u043b\u0438\u0436\u0430\u0439\u0448\u0435\u043c \u0431\u0443\u0434\u0443\u0449\u0435\u043c.<strong>&nbsp;<\/strong>\u0412 \u043e\u0441\u043d\u043e\u0432\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u2014 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0430 \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u0439 \u0438 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u043e\u0432 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b Codenrock.&nbsp;<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-style-check is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u041f\u043e\u0434\u0440\u043e\u0431\u043d\u0435\u0435 \u2013 \u0432 <a href=\"https:\/\/habr.com\/ru\/articles\/988284\/\">\u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0438 Codenrock<\/a>, \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d\u043d\u043e\u043c \u043d\u0430 \u0425\u0430\u0431\u0440\u0435<\/strong><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u0418\u0442\u043e\u0433\u0438 2024: \u043a\u0440\u0430\u0442\u043a\u043e\u00a0<\/strong><\/h2>\n\n\n\n<p>\u0412 2025 \u0433\u043e\u0434\u0443 \u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0438 ML-\u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u044f \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u044b \u043d\u0430 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u043d\u044b\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u0439. \u041f\u0440\u0438 \u044d\u0442\u043e\u043c \u0433\u0440\u0430\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 \u044d\u0442\u0438\u043c\u0438 \u0444\u043e\u0440\u043c\u0430\u0442\u0430\u043c\u0438 \u043f\u043e\u0441\u0442\u0435\u043f\u0435\u043d\u043d\u043e \u0440\u0430\u0437\u043c\u044b\u0432\u0430\u0435\u0442\u0441\u044f: \u0432\u0441\u0451 \u0440\u0435\u0436\u0435 \u043a\u043e\u043d\u043a\u0443\u0440\u0441\u044b \u043f\u043e ML \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435\u043c \u043c\u043e\u0434\u0435\u043b\u0438, \u0438 \u0432\u0441\u0451 \u0447\u0430\u0449\u0435 \u043d\u0430 \u0432\u044b\u0445\u043e\u0434\u0435 \u043e\u0436\u0438\u0434\u0430\u0435\u0442\u0441\u044f \u043f\u0440\u043e\u0435\u043a\u0442, \u043f\u0440\u0438\u043c\u0435\u043d\u0438\u043c\u044b\u0439 \u0434\u043b\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447.<\/p>\n\n\n\n<p>\u041e\u043d\u043b\u0430\u0439\u043d-\u0444\u043e\u0440\u043c\u0430\u0442 \u0432\u044b\u0448\u0435\u043b \u0432 \u043b\u0438\u0434\u0435\u0440\u044b: \u0434\u043e\u043b\u044f \u043e\u0444\u043b\u0430\u0439\u043d-\u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u0439 \u0437\u0430\u043c\u0435\u0442\u043d\u043e \u0441\u043e\u043a\u0440\u0430\u0442\u0438\u043b\u0430\u0441\u044c. \u0422\u0430\u043a\u043e\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0438 \u0441\u043d\u0438\u0436\u0430\u0442\u044c \u0437\u0430\u0442\u0440\u0430\u0442\u044b, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0432 2026 \u0433\u043e\u0434\u0443 \u043e\u0444\u043b\u0430\u0439\u043d-\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438, \u0432\u0435\u0440\u043e\u044f\u0442\u043d\u043e, \u0431\u0443\u0434\u0443\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0442\u043e\u043b\u044c\u043a\u043e \u0442\u043e\u0447\u0435\u0447\u043d\u043e: \u0434\u043b\u044f \u0444\u0438\u043d\u0430\u043b\u043e\u0432 \u0438 \u0432\u0441\u0442\u0440\u0435\u0447 \u0441 \u043f\u0430\u0440\u0442\u043d\u0451\u0440\u0430\u043c\u0438.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3-1024x576.png\" alt=\"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0432 2025 \u0433\u043e\u0434\u0443: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock\" class=\"wp-image-7219 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3-1024x576.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3-300x169.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3-768x432.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3-1536x864.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3-711x400.png 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3-335x188.png 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3.png 1920w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/576;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3-1024x576.png\" alt=\"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0432 2025 \u0433\u043e\u0434\u0443: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock\" class=\"wp-image-7219\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3-1024x576.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3-300x169.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3-768x432.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3-1536x864.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3-711x400.png 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3-335x188.png 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/3-itogi-16x9-1-3.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"576\"><\/span><\/figure>\n\n\n\n<p>\u0412 \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f\u0445 \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u0439 \u043f\u0440\u043e\u0438\u0437\u043e\u0448\u0451\u043b \u0441\u0434\u0432\u0438\u0433 \u043e\u0442 \u043f\u0440\u0435\u0434\u043c\u0435\u0442\u043d\u044b\u0445 \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0439 \u043a \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u044b\u043c \u043f\u043e\u0434\u0445\u043e\u0434\u0430\u043c. \u0423\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0430\u043c \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043f\u0440\u043e\u0434\u0443\u043a\u0442 \u0438\u043b\u0438 \u043f\u0440\u043e\u0442\u043e\u0442\u0438\u043f, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0451\u043d\u043d\u044b\u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u044b: \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435, \u0430\u043d\u0430\u043b\u0438\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u043b\u0438 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0441\u0442\u0435\u043a. \u041d\u043e \u043e\u0442\u0440\u0430\u0441\u043b\u0435\u0432\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438 \u043d\u0435 \u0438\u0441\u0447\u0435\u0437\u0430\u044e\u0442, \u0430 \u0432\u0441\u0442\u0440\u0430\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0432 \u0431\u043e\u043b\u0435\u0435 \u0448\u0438\u0440\u043e\u043a\u0438\u0435 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u044b\u0435 \u0444\u043e\u0440\u043c\u0430\u0442\u044b.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5-1024x576.png\" alt=\"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0432 2025 \u0433\u043e\u0434\u0443: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock\" class=\"wp-image-7221 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5-1024x576.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5-300x169.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5-768x432.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5-1536x864.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5-711x400.png 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5-335x188.png 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5.png 1920w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/576;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5-1024x576.png\" alt=\"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0432 2025 \u0433\u043e\u0434\u0443: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock\" class=\"wp-image-7221\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5-1024x576.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5-300x169.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5-768x432.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5-1536x864.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5-711x400.png 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5-335x188.png 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/2-itogi-16x9-5.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"576\"><\/span><\/figure>\n\n\n\n<p>\u0420\u043e\u0441\u0442 \u043f\u0440\u043e\u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043b\u0438 ML-\u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u044f: \u043f\u043e\u0441\u043b\u0435 \u0441\u043d\u0438\u0436\u0435\u043d\u0438\u044f \u0434\u043e\u043b\u0438 \u0432 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0435\u043c \u043f\u0435\u0440\u0438\u043e\u0434\u0435 \u044d\u0442\u0430 \u0442\u0435\u043c\u0430\u0442\u0438\u043a\u0430 \u0432\u043d\u043e\u0432\u044c \u0443\u0441\u0438\u043b\u0438\u043b\u0430 \u0441\u0432\u043e\u0438 \u043f\u043e\u0437\u0438\u0446\u0438\u0438. \u0421\u0440\u0435\u0434\u0438 \u0430\u043d\u0442\u0438\u0442\u0440\u0435\u043d\u0434\u043e\u0432 \u2014 \u0441\u043d\u0438\u0436\u0435\u043d\u0438\u0435 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0441\u0442\u0438 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u043e\u0432 \u043f\u043e \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u0439 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5-1024x576.png\" alt=\"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0432 2025 \u0433\u043e\u0434\u0443: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock\" class=\"wp-image-7220 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5-1024x576.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5-300x169.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5-768x432.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5-1536x864.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5-711x400.png 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5-335x188.png 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5.png 1920w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/576;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5-1024x576.png\" alt=\"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0432 2025 \u0433\u043e\u0434\u0443: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock\" class=\"wp-image-7220\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5-1024x576.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5-300x169.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5-768x432.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5-1536x864.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5-711x400.png 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5-335x188.png 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/1-itogi-16x9-5.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"576\"><\/span><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u041f\u043e\u0440\u0442\u0440\u0435\u0442 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0430: \u0447\u0442\u043e \u0432\u0430\u0436\u043d\u043e \u0437\u043d\u0430\u0442\u044c<\/strong><\/h2>\n\n\n\n<p>\u0412 2025 \u0433\u043e\u0434\u0443 \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0438\u043b\u043e\u0441\u044c \u0441\u043d\u0438\u0436\u0435\u043d\u0438\u0435 \u0434\u043e\u043b\u0438 junior-\u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432. \u0425\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u043e\u0441\u0442\u0430\u044e\u0442\u0441\u044f \u0442\u043e\u0447\u043a\u043e\u0439 \u0432\u0445\u043e\u0434\u0430 \u0432 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u044e \u2014 \u0440\u0430\u0441\u0442\u0451\u0442 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u0441\u0442\u0430\u0436\u0451\u0440\u043e\u0432 \u0438 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430\u043d\u0442\u043e\u0432. \u041f\u0440\u0438 \u044d\u0442\u043e\u043c \u0443\u0432\u0435\u043b\u0438\u0447\u0438\u043b\u0430\u0441\u044c \u0434\u043e\u043b\u044f \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432 \u0443\u0440\u043e\u0432\u043d\u044f senior, \u0434\u043b\u044f \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u044f \u2014 \u044d\u0442\u043e \u043f\u043b\u043e\u0449\u0430\u0434\u043a\u0430 \u0434\u043b\u044f \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u0438 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u044b\u0445 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u043e\u0432.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5-1024x576.png\" alt=\"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0432 2025 \u0433\u043e\u0434\u0443: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock\" class=\"wp-image-7222 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5-1024x576.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5-300x169.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5-768x432.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5-1536x864.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5-711x400.png 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5-335x188.png 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5.png 1920w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/576;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5-1024x576.png\" alt=\"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0432 2025 \u0433\u043e\u0434\u0443: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock\" class=\"wp-image-7222\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5-1024x576.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5-300x169.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5-768x432.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5-1536x864.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5-711x400.png 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5-335x188.png 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/4-itogi-16x9-5.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"576\"><\/span><\/figure>\n\n\n\n<p>\u0421\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u043d\u0430\u0432\u044b\u043a\u043e\u0432 \u0441\u043c\u0435\u0441\u0442\u0438\u043b\u0430\u0441\u044c \u0432 \u0441\u0442\u043e\u0440\u043e\u043d\u0443 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u043e\u0432. \u041c\u0430\u0448\u0438\u043d\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435, \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430 \u0438 backend-\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0441\u0442\u0430\u043b\u0438 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u043c\u0438 \u043a\u043e\u043c\u043f\u0435\u0442\u0435\u043d\u0446\u0438\u044f\u043c\u0438 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u043e\u0432.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5-1024x576.png\" alt=\"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0432 2025 \u0433\u043e\u0434\u0443: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock\" class=\"wp-image-7223 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5-1024x576.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5-300x169.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5-768x432.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5-1536x864.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5-711x400.png 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5-335x188.png 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5.png 1920w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/576;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5-1024x576.png\" alt=\"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0432 2025 \u0433\u043e\u0434\u0443: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock\" class=\"wp-image-7223\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5-1024x576.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5-300x169.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5-768x432.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5-1536x864.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5-711x400.png 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5-335x188.png 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2026\/01\/5-itogi-16x9-5.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"576\"><\/span><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u0422\u0440\u0435\u043d\u0434\u044b 2025 \u043a\u0440\u0430\u0442\u043a\u043e<\/strong><\/h2>\n\n\n\n<p>\u041f\u0440\u043e\u0433\u043d\u043e\u0437 \u043e\u0441\u043d\u043e\u0432\u0430\u043d \u043d\u0430 \u0441\u043e\u043f\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0442\u0435\u043a\u0443\u0449\u0435\u0433\u043e \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f Codenrock \u0438 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u043c\u0435\u0436\u0434\u0443\u043d\u0430\u0440\u043e\u0434\u043d\u044b\u0445 \u043e\u0442\u0447\u0451\u0442\u043e\u0432:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438 \u043e\u0436\u0438\u0434\u0430\u044e\u0442 \u0437\u0430\u0434\u0430\u0447, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u0445\u043e\u0436\u0438 \u043d\u0430 \u0438\u0445 \u043f\u043e\u0432\u0441\u0435\u0434\u043d\u0435\u0432\u043d\u0443\u044e \u0440\u0430\u0431\u043e\u0442\u0443<\/strong>. \u041d\u0430 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0430\u0445 \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u0441\u043c\u0435\u0449\u0435\u043d\u0438\u0435 \u0444\u043e\u043a\u0443\u0441\u0430 \u0432 \u0441\u0442\u043e\u0440\u043e\u043d\u0443 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u043d\u0438\u0439. \u0412\u0441\u0451 \u0447\u0430\u0449\u0435 \u043e\u0442 \u043a\u043e\u043c\u0430\u043d\u0434 \u0431\u0443\u0434\u0443\u0442 \u0436\u0434\u0430\u0442\u044c \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u043a\u043e\u0434\u0430, \u0430 \u0433\u043e\u0442\u043e\u0432\u043e\u0433\u043e \u043f\u0440\u043e\u0442\u043e\u0442\u0438\u043f\u0430 \u0438\u043b\u0438 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0435\u0433\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044f.<\/li>\n\n\n\n<li><strong>AI \u0438 ML \u0441\u0442\u0430\u043d\u0443\u0442 \u0431\u0430\u0437\u043e\u0432\u044b\u043c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u043c \u043d\u0430 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0430\u0445<\/strong>. \u041a\u043e\u043c\u0430\u043d\u0434\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0438 \u0418\u0418 \u043a\u0430\u043a \u0447\u0430\u0441\u0442\u044c \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u043e\u0433\u043e \u0441\u0442\u0435\u043a\u0430. \u0412 2026 \u0433\u043e\u0434\u0443 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u0431\u0443\u0434\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0432 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435 \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432<\/li>\n\n\n\n<li><strong>\u0425\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0431\u0443\u0434\u0443\u0442 \u043e\u0445\u0432\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432 \u0440\u0430\u0437\u043d\u043e\u0433\u043e \u0443\u0440\u043e\u0432\u043d\u044f. <\/strong>\u0421\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u044f \u0432\u0441\u0451 \u043c\u0435\u043d\u044c\u0448\u0435 \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u0443\u044e\u0442\u0441\u044f \u043d\u0430 \u043e\u0434\u043d\u0443 \u0433\u0440\u0443\u043f\u043f\u0443 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u043e\u0432 \u0438 \u0441\u0442\u0430\u043d\u043e\u0432\u044f\u0442\u0441\u044f \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u043a\u043e\u043d\u043a\u0443\u0440\u0441\u0430\u043c\u0438.<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0412 \u043f\u043e\u043b\u043d\u043e\u0439 \u0432\u0435\u0440\u0441\u0438\u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u043d\u0430 \u0425\u0430\u0431\u0440\u0435 \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u0435\u043c\u0441\u044f, \u043a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u044d\u0442\u0438 \u0442\u0440\u0435\u043d\u0434\u044b \u0434\u043b\u044f \u043b\u0438\u0447\u043d\u043e\u0433\u043e \u0438 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0440\u043e\u0441\u0442\u0430.<\/strong><\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-1 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-font-size\" style=\"font-size:16px\"><a class=\"wp-block-button__link has-white-color has-vivid-cyan-blue-background-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/habr.com\/ru\/articles\/988284\/\" rel=\"https:\/\/truetecharena.ru\/contests\/system-hack-tomsk#\/\"><strong>\u0427\u0438\u0442\u0430\u0442\u044c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0441\u0442\u0430\u043b\u0430 \u043a\u0440\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0432\u0430\u0436\u043d\u043e\u0439 \u043d\u0430 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0430\u0445 \u2014 \u0440\u044b\u043d\u043e\u043a IT-\u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u0439 \u0432 \u043f\u0440\u043e\u0448\u043b\u043e\u043c \u0433\u043e\u0434\u0443 \u0437\u0430\u043c\u0435\u0442\u043d\u043e \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0441\u044f. \u041a\u043e\u043d\u043a\u0443\u0440\u0441\u044b \u0441\u0442\u0430\u043b\u0438 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u043d\u0435\u0435, \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u043d\u0435\u0435 \u0438 \u0441\u043b\u043e\u0436\u043d\u0435\u0435, \u043a\u0430\u043a \u043f\u043e \u0437\u0430\u0434\u0430\u0447\u0430\u043c, \u0442\u0430\u043a \u0438 \u043f\u043e \u0441\u043e\u0441\u0442\u0430\u0432\u0443 \u043a\u043e\u043c\u0430\u043d\u0434. \u041c\u044b \u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043b\u0438 240 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u043e\u0432 2025 \u0433\u043e\u0434\u0430 \u0438 \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u043b\u0438, \u043a\u0430\u043a\u0438\u0435 \u0444\u043e\u0440\u043c\u0430\u0442\u044b, \u043d\u0430\u0432\u044b\u043a\u0438 \u0438 \u043f\u043e\u0434\u0445\u043e\u0434\u044b \u0431\u0443\u0434\u0443\u0442 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0442\u044c \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u044f \u0432 \u0431\u043b\u0438\u0436\u0430\u0439\u0448\u0435\u043c \u0431\u0443\u0434\u0443\u0449\u0435\u043c.&nbsp;\u0412 \u043e\u0441\u043d\u043e\u0432\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u2014 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0430 \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u0439 \u0438 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":7224,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[32,19,27,36,12],"class_list":["post-7218","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-articles","tag-codenrock","tag-ml","tag-issledovanie","tag-onlajn-sorevnovanie","tag-hakaton"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0432 2025 \u0433\u043e\u0434\u0443: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock &#8211; \u0411\u043b\u043e\u0433 Codenrock<\/title>\n<meta name=\"description\" content=\"\u0410\u043d\u0430\u043b\u0438\u0437 240 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u043e\u0432 2025 \u0433\u043e\u0434\u0430: \u043a\u0430\u043a\u0438\u0435 \u0444\u043e\u0440\u043c\u0430\u0442\u044b, \u043d\u0430\u0432\u044b\u043a\u0438 \u0438 \u0442\u0438\u043f\u044b \u0437\u0430\u0434\u0430\u0447 \u0432\u044b\u0445\u043e\u0434\u044f\u0442 \u043d\u0430 \u043f\u0435\u0440\u0432\u044b\u0439 \u043f\u043b\u0430\u043d \u0438 \u0447\u0442\u043e \u0436\u0434\u0451\u0442 IT-\u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u044f \u0434\u0430\u043b\u044c\u0448\u0435 \u2014 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/codenrock.com\/blog\/kak-izmenilis-hakatony-v-2025-godu-issledovanie-codenrock\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438\u0441\u044c \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u044b \u0432 2025 \u0433\u043e\u0434\u0443: \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 Codenrock &#8211; \u0411\u043b\u043e\u0433 Codenrock\" \/>\n<meta property=\"og:description\" content=\"\u0410\u043d\u0430\u043b\u0438\u0437 240 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u043e\u0432 2025 \u0433\u043e\u0434\u0430: \u043a\u0430\u043a\u0438\u0435 \u0444\u043e\u0440\u043c\u0430\u0442\u044b, \u043d\u0430\u0432\u044b\u043a\u0438 \u0438 \u0442\u0438\u043f\u044b \u0437\u0430\u0434\u0430\u0447 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