{"id":1397,"date":"2026-03-18T13:43:45","date_gmt":"2026-03-18T13:43:45","guid":{"rendered":"https:\/\/www.viz-read.com\/pl\/1360-2\/"},"modified":"2026-03-18T13:43:45","modified_gmt":"2026-03-18T13:43:45","slug":"1360-2","status":"publish","type":"post","link":"https:\/\/www.viz-read.com\/pl\/1360-2\/","title":{"rendered":"Przysz\u0142o\u015b\u0107 in\u017cynierii oprogramowania: ludzie + AI"},"content":{"rendered":"<p data-nodeid=\"63590\">Pogl\u0105d, \u017ce AI sprawi, \u017ce wi\u0119kszo\u015b\u0107 in\u017cynier\u00f3w oprogramowania stanie si\u0119 niepotrzebna, to powszechny, lecz przesadzony obaw. Cho\u0107 AI przekszta\u0142ca rozw\u00f3j oprogramowania, ma\u0142o prawdopodobne jest, \u017ce w najbli\u017cszym czasie zast\u0105pi wi\u0119kszo\u015b\u0107 in\u017cynier\u00f3w oprogramowania. Oto zr\u00f3wnowa\u017cona prognoza oparta na obecnych trendach i analizach ekspert\u00f3w:<\/p>\n<p id=\"ddRqWZR\"><img fetchpriority=\"high\" alt=\"\" class=\"alignnone wp-image-1369 size-large\" decoding=\"async\" fetchpriority=\"high\" height=\"459\" sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" src=\"https:\/\/www.viz-read.com\/wp-content\/uploads\/2026\/03\/img_69b1170f3151a-1024x559.png\" srcset=\"https:\/\/www.viz-read.com\/wp-content\/uploads\/2026\/03\/img_69b1170f3151a-1024x559.png 1024w, https:\/\/www.viz-read.com\/wp-content\/uploads\/2026\/03\/img_69b1170f3151a-300x164.png 300w, https:\/\/www.viz-read.com\/wp-content\/uploads\/2026\/03\/img_69b1170f3151a-768x419.png 768w, https:\/\/www.viz-read.com\/wp-content\/uploads\/2026\/03\/img_69b1170f3151a-1200x655.png 1200w, https:\/\/www.viz-read.com\/wp-content\/uploads\/2026\/03\/img_69b1170f3151a.png 1408w\" width=\"840\"\/><\/p>\n<h3 data-nodeid=\"63591\">1.\u00a0<strong data-nodeid=\"63705\">AI wzbogaca, a nie zast\u0119puje in\u017cynier\u00f3w<\/strong><\/h3>\n<p data-nodeid=\"63592\">Narz\u0119dzia AI takie jak GitHub Copilot, Amazon CodeWhisperer i asystenci do programowania opartych na AI Google staj\u0105 si\u0119 pot\u0119\u017cnymi pomocnikami. Mog\u0105 one:<\/p>\n<ul data-nodeid=\"63593\">\n<li data-nodeid=\"63594\">\n<p data-nodeid=\"63595\">Automatycznie uzupe\u0142nia\u0107 fragmenty kodu<\/p>\n<\/li>\n<li data-nodeid=\"63596\">\n<p data-nodeid=\"63597\">Sugeryowa\u0107 ulepszenia<\/p>\n<\/li>\n<li data-nodeid=\"63598\">\n<p data-nodeid=\"63599\">Generowa\u0107 kod szablonowy<\/p>\n<\/li>\n<li data-nodeid=\"63600\">\n<p data-nodeid=\"63601\">Pomaga\u0107 w wykrywaniu b\u0142\u0119d\u00f3w<\/p>\n<\/li>\n<\/ul>\n<p data-nodeid=\"63602\">Te narz\u0119dzia<strong data-nodeid=\"63716\">zwi\u0119kszaj\u0105 produktywno\u015b\u0107<\/strong>\u2014a nie eliminuj\u0105 miejsc pracy. In\u017cynierowie mog\u0105 teraz skupia\u0107 si\u0119 bardziej na projektowaniu na wysokim poziomie, architekturze i rozwi\u0105zywaniu problem\u00f3w, a nie na powtarzalnym programowaniu.<\/p>\n<blockquote data-nodeid=\"63603\">\n<p data-nodeid=\"63604\">\ud83d\udd0d\u00a0<strong data-nodeid=\"63722\">Sprawdzenie rzeczywisto\u015bci<\/strong>: Raport z 2023 roku z Stanford AI Index wykaza\u0142, \u017ce narz\u0119dzia AI pomagaj\u0105 programistom pisa\u0107 kod szybciej i z mniejsz\u0105 liczb\u0105 b\u0142\u0119d\u00f3w \u2014 ale nie zast\u0119puj\u0105 ich.<\/p>\n<\/blockquote>\n<hr data-nodeid=\"63605\"\/>\n<h3 data-nodeid=\"63606\">2.\u00a0<strong data-nodeid=\"63727\">Zagro\u017cone s\u0105 nie wszystkie stanowiska w in\u017cynierii oprogramowania<\/strong><\/h3>\n<p data-nodeid=\"63607\">Pewne<strong data-nodeid=\"63733\">rutynowe, powtarzalne zadania<\/strong>s\u0105 najbardziej nara\u017cone:<\/p>\n<ul data-nodeid=\"63608\">\n<li data-nodeid=\"63609\">\n<p data-nodeid=\"63610\">Pisanie podstawowych operacji CRUD<\/p>\n<\/li>\n<li data-nodeid=\"63611\">\n<p data-nodeid=\"63612\">Generowanie prostych przypadk\u00f3w testowych<\/p>\n<\/li>\n<li data-nodeid=\"63613\">\n<p data-nodeid=\"63614\">Poprawianie b\u0142\u0119d\u00f3w sk\u0142adniowych<\/p>\n<\/li>\n<li data-nodeid=\"63615\">\n<p data-nodeid=\"63616\">Dokumentowanie kodu<\/p>\n<\/li>\n<\/ul>\n<p data-nodeid=\"63617\">Te zadania mog\u0105 zosta\u0107 zautomatyzowane, ale stanowi\u0105 tylko<strong data-nodeid=\"63743\">cz\u0119\u015b\u0107<\/strong>roli in\u017cyniera oprogramowania.<\/p>\n<blockquote data-nodeid=\"63618\">\n<p data-nodeid=\"63619\">\ud83d\udccc\u00a0<strong data-nodeid=\"63751\">Prognoza<\/strong>: Wed\u0142ug McKinsey &amp; Company do 20\u201330% rutynowych zada\u0144 programistycznych mo\u017ce zosta\u0107 zautomatyzowanych do 2030 roku.<\/p>\n<\/blockquote>\n<hr data-nodeid=\"63620\"\/>\n<h3 data-nodeid=\"63621\">3.\u00a0<strong data-nodeid=\"63756\">Popyt na in\u017cynier\u00f3w nadal ro\u015bnie<\/strong><\/h3>\n<p data-nodeid=\"63622\">Mimo post\u0119pu w dziedzinie sztucznej inteligencji, popyt na in\u017cynier\u00f3w oprogramowania nadal jest du\u017cy z powodu:<\/p>\n<ul data-nodeid=\"63623\">\n<li data-nodeid=\"63624\">\n<p data-nodeid=\"63625\">Eksplozja us\u0142ug cyfrowych (aplikacje, chmura, IoT, sama sztuczna inteligencja)<\/p>\n<\/li>\n<li data-nodeid=\"63626\">\n<p data-nodeid=\"63627\">Potrzeby bezpiecze\u0144stwa cybernetycznego<\/p>\n<\/li>\n<li data-nodeid=\"63628\">\n<p data-nodeid=\"63629\">Integracja sztucznej inteligencji z istniej\u0105cymi systemami<\/p>\n<\/li>\n<li data-nodeid=\"63630\">\n<p data-nodeid=\"63631\">Ustare\u0142e infrastruktury wymagaj\u0105ce modernizacji<\/p>\n<\/li>\n<\/ul>\n<blockquote data-nodeid=\"63632\">\n<p data-nodeid=\"63633\">\ud83d\udcc8\u00a0<strong data-nodeid=\"63771\">Ameryka\u0144ski Urz\u0105d Statystyczny Pracy (2023)<\/strong>: Prace in\u017cyniera oprogramowania b\u0119d\u0105 ros\u0142y o<strong data-nodeid=\"63772\">25% od 2022 do 2032<\/strong>\u2014znacznie szybciej ni\u017c \u015brednio.<\/p>\n<\/blockquote>\n<hr data-nodeid=\"63634\"\/>\n<h3 data-nodeid=\"63635\">4.\u00a0<strong data-nodeid=\"63777\">Powstaj\u0105 nowe role<\/strong><\/h3>\n<p data-nodeid=\"63636\">Sztuczna inteligencja nie tylko niszczy stanowiska pracy \u2014 tworzy te\u017c nowe:<\/p>\n<ul data-nodeid=\"63637\">\n<li data-nodeid=\"63638\">\n<p data-nodeid=\"63639\">In\u017cynierowie AI\/ML<\/p>\n<\/li>\n<li data-nodeid=\"63640\">\n<p data-nodeid=\"63641\">In\u017cynierowie prompt\u00f3w (dla system\u00f3w sztucznej inteligencji)<\/p>\n<\/li>\n<li data-nodeid=\"63642\">\n<p data-nodeid=\"63643\">Specjali\u015bci ds. etyki i bezpiecze\u0144stwa sztucznej inteligencji<\/p>\n<\/li>\n<li data-nodeid=\"63644\">\n<p data-nodeid=\"63645\">Integratorzy system\u00f3w sztucznej inteligencji<\/p>\n<\/li>\n<li data-nodeid=\"63646\">\n<p data-nodeid=\"63647\">Dizajnerzy system\u00f3w z udzia\u0142em cz\u0142owieka<\/p>\n<\/li>\n<\/ul>\n<p data-nodeid=\"63648\">In\u017cynierowie, kt\u00f3rzy si\u0119 dostosowuj\u0105 i ucz\u0105 pracy z sztuczn\u0105 inteligencj\u0105, b\u0119d\u0105 bardzo poszukiwani.<\/p>\n<hr data-nodeid=\"63649\"\/>\n<h3 data-nodeid=\"63650\">5.\u00a0<strong data-nodeid=\"63789\">Prawdziwe ryzyko: niekompetencja, a nie automatyzacja<\/strong><\/h3>\n<p data-nodeid=\"63651\">Najwi\u0119kszym zagro\u017ceniem nie jest to, \u017ce sztuczna inteligencja zabiera stanowiska pracy \u2014 to<strong data-nodeid=\"63795\">in\u017cynierowie, kt\u00f3rzy si\u0119 nie dostosowuj\u0105<\/strong>. Ci, kt\u00f3rzy polegaj\u0105 wy\u0142\u0105cznie na podstawowych umiej\u0119tno\u015bciach programowania bez zrozumienia architektury, projektowania system\u00f3w lub rozwi\u0105zywania problem\u00f3w, mog\u0105 mie\u0107 trudno\u015bci z pozostaniem aktualnymi.<\/p>\n<blockquote data-nodeid=\"63652\">\n<p data-nodeid=\"63653\">\u2705\u00a0<strong data-nodeid=\"63801\">Strategia przetrwania<\/strong>: Skup si\u0119 na:<\/p>\n<ul data-nodeid=\"63654\">\n<li data-nodeid=\"63655\">\n<p data-nodeid=\"63656\">Rozwi\u0105zywanie problem\u00f3w i my\u015blenie krytyczne<\/p>\n<\/li>\n<li data-nodeid=\"63657\">\n<p data-nodeid=\"63658\">Projektowanie i architektura system\u00f3w<\/p>\n<\/li>\n<li data-nodeid=\"63659\">\n<p data-nodeid=\"63660\">Ekspertyza w dziedzinie (np. finanse, medycyna)<\/p>\n<\/li>\n<li data-nodeid=\"63661\">\n<p data-nodeid=\"63662\">Skuteczne korzystanie z narz\u0119dzi AI<\/p>\n<\/li>\n<\/ul>\n<\/blockquote>\n<hr data-nodeid=\"63663\"\/>\n<h3 data-nodeid=\"63664\">Ostateczna prognoza (2025\u20132035):<\/h3>\n<table data-nodeid=\"63666\">\n<thead data-nodeid=\"63667\">\n<tr data-nodeid=\"63668\">\n<th data-nodeid=\"63670\">Wynik<\/th>\n<th data-nodeid=\"63671\">Prawdopodobie\u0144stwo<\/th>\n<\/tr>\n<\/thead>\n<tbody data-nodeid=\"63674\">\n<tr data-nodeid=\"63675\">\n<td data-nodeid=\"63676\">Wi\u0119kszo\u015b\u0107 in\u017cynier\u00f3w oprogramowania staje si\u0119 przestarza\u0142a<\/td>\n<td data-nodeid=\"63677\">\u274c Bardzo niskie (mniej ni\u017c 5%)<\/td>\n<\/tr>\n<tr data-nodeid=\"63678\">\n<td data-nodeid=\"63679\">Wielu in\u017cynier\u00f3w traci zadania rutynowe na rzecz AI<\/td>\n<td data-nodeid=\"63680\">\u2705 Prawdopodobne (20\u201330%)<\/td>\n<\/tr>\n<tr data-nodeid=\"63681\">\n<td data-nodeid=\"63682\">Popyt na wykwalifikowanych in\u017cynier\u00f3w ro\u015bnie<\/td>\n<td data-nodeid=\"63683\">\u2705 Bardzo prawdopodobne<\/td>\n<\/tr>\n<tr data-nodeid=\"63684\">\n<td data-nodeid=\"63685\">Wzrastaj\u0105 nowe role wspomagane przez AI<\/td>\n<td data-nodeid=\"63686\">\u2705 Bardzo prawdopodobne<\/td>\n<\/tr>\n<tr data-nodeid=\"63687\">\n<td data-nodeid=\"63688\">In\u017cynierowie, kt\u00f3rzy si\u0119 dostosowuj\u0105, prosperuj\u0105<\/td>\n<td data-nodeid=\"63689\">\u2705 Bardzo prawdopodobne<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr data-nodeid=\"63690\"\/>\n<h3 data-nodeid=\"63691\">Podsumowanie:<\/h3>\n<blockquote data-nodeid=\"63692\">\n<p data-nodeid=\"63693\"><strong data-nodeid=\"63827\">AI nie zast\u0105pi in\u017cynier\u00f3w oprogramowania \u2013 ale in\u017cynierowie korzystaj\u0105cy z AI zast\u0105pi\u0105 tych, kt\u00f3rzy tego nie robi\u0105.<\/strong><\/p>\n<\/blockquote>\n<p data-nodeid=\"63694\">Przysz\u0142o\u015b\u0107 nie polega na ludziach przeciwko AI. Chodzi o\u00a0<strong data-nodeid=\"63833\">ludzie + AI<\/strong>\u00a0pracuj\u0105c razem, by szybciej tworzy\u0107 lepsze oprogramowanie.<\/p>\n<p class=\"\" data-nodeid=\"63695\">\ud83d\udca1\u00a0<strong data-nodeid=\"63839\">Porady<\/strong>: Nauka korzystania z narz\u0119dzi AI, skupienie si\u0119 na my\u015bleniu na wy\u017cszym poziomie i ci\u0105g\u0142e doskonalenie. Nie jeste\u015b przestarza\u0142y \u2013 stajesz si\u0119 silniejszy.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Pogl\u0105d, \u017ce AI sprawi, \u017ce wi\u0119kszo\u015b\u0107 in\u017cynier\u00f3w oprogramowania stanie si\u0119 niepotrzebna, to powszechny, lecz przesadzony obaw. Cho\u0107 AI przekszta\u0142ca rozw\u00f3j oprogramowania, ma\u0142o prawdopodobne jest, \u017ce w najbli\u017cszym czasie zast\u0105pi wi\u0119kszo\u015b\u0107&hellip;<\/p>\n","protected":false},"author":2,"featured_media":1398,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"","fifu_image_url":"https:\/\/www.viz-read.com\/wp-content\/uploads\/2026\/03\/img_69b11674bf38a.png","fifu_image_alt":"","footnotes":""},"categories":[76],"tags":[],"class_list":["post-1397","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software-development"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Przysz\u0142o\u015b\u0107 in\u017cynierii oprogramowania: ludzie + AI - Viz Read Polish - AI, Software &amp; Digital Insights<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.viz-read.com\/pl\/1360-2\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Przysz\u0142o\u015b\u0107 in\u017cynierii oprogramowania: ludzie + AI - Viz Read Polish - AI, Software &amp; Digital Insights\" \/>\n<meta property=\"og:description\" content=\"Pogl\u0105d, \u017ce AI sprawi, \u017ce wi\u0119kszo\u015b\u0107 in\u017cynier\u00f3w oprogramowania stanie si\u0119 niepotrzebna, to powszechny, lecz przesadzony obaw. Cho\u0107 AI przekszta\u0142ca rozw\u00f3j oprogramowania, ma\u0142o prawdopodobne jest, \u017ce w najbli\u017cszym czasie zast\u0105pi wi\u0119kszo\u015b\u0107&hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.viz-read.com\/pl\/1360-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Viz Read Polish - AI, Software &amp; Digital Insights\" \/>\n<meta property=\"article:published_time\" content=\"2026-03-18T13:43:45+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.viz-read.com\/wp-content\/uploads\/2026\/03\/img_69b11674bf38a.png\" \/><meta property=\"og:image\" content=\"https:\/\/www.viz-read.com\/wp-content\/uploads\/2026\/03\/img_69b11674bf38a.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1408\" \/>\n\t<meta property=\"og:image:height\" content=\"768\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"curtis\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/www.viz-read.com\/wp-content\/uploads\/2026\/03\/img_69b11674bf38a.png\" \/>\n<meta name=\"twitter:label1\" content=\"Napisane przez\" \/>\n\t<meta name=\"twitter:data1\" content=\"\" \/>\n\t<meta name=\"twitter:label2\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minuty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.viz-read.com\/pl\/1360-2\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.viz-read.com\/pl\/1360-2\/\"},\"author\":{\"name\":\"curtis\",\"@id\":\"https:\/\/www.viz-read.com\/pl\/#\/schema\/person\/4a0c28b3cbdb0bc28fe46e0fca6d1ec4\"},\"headline\":\"Przysz\u0142o\u015b\u0107 in\u017cynierii oprogramowania: ludzie + AI\",\"datePublished\":\"2026-03-18T13:43:45+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.viz-read.com\/pl\/1360-2\/\"},\"wordCount\":593,\"publisher\":{\"@id\":\"https:\/\/www.viz-read.com\/pl\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.viz-read.com\/pl\/1360-2\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.viz-read.com\/pl\/wp-content\/uploads\/sites\/11\/2026\/03\/img_69b11674bf38a.png\",\"articleSection\":[\"Software Development\"],\"inLanguage\":\"pl-PL\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.viz-read.com\/pl\/1360-2\/\",\"url\":\"https:\/\/www.viz-read.com\/pl\/1360-2\/\",\"name\":\"Przysz\u0142o\u015b\u0107 in\u017cynierii oprogramowania: ludzie + AI - Viz Read Polish - AI, Software &amp; 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