{"id":23212,"date":"2026-10-07T09:04:08","date_gmt":"2026-10-07T06:04:08","guid":{"rendered":"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/"},"modified":"2026-10-07T09:04:08","modified_gmt":"2026-10-07T06:04:08","slug":"yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek","status":"publish","type":"post","link":"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/","title":{"rendered":"Yapay Zeka \u00c7a\u011f\u0131nda Uzman Yetenekler Nereden Gelecek?"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Yapay zeka, i\u015f d\u00fcnyas\u0131n\u0131 yeniden \u015fekillendirirken uzman yetenek a\u00e7\u0131\u011f\u0131 her sekt\u00f6rde kendini hissettiriyor. \u00dcretim bantlar\u0131ndan sa\u011fl\u0131k kurulu\u015flar\u0131na, finans masalar\u0131ndan yarat\u0131c\u0131 st\u00fcdyolara kadar pek alanda yapay zeka destekli s\u00fcre\u00e7ler devreye giriyor. Peki bu d\u00f6n\u00fc\u015f\u00fcm\u00fc y\u00f6netecek uzman yetenekler nereden gelecek? \u00dcniversite programlar\u0131, \u00f6zel sertifika kurslar\u0131 ve kurum i\u00e7i d\u00f6n\u00fc\u015f\u00fcm projeleri bu sorunun \u00fc\u00e7 temel yan\u0131t\u0131n\u0131 olu\u015fturuyor. Teknolojiyle insan becerisinin kesi\u015fiminde yeni bir profesyonel profil do\u011fuyor ve bu profilin olu\u015fumunda hem bireysel \u00f6\u011frenme hem de kurumsal yat\u0131r\u0131m belirleyici bir rol \u00fcstleniyor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Yapay Zeka \u0130\u015f Trendlerini Nas\u0131l Etkiliyor?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Yapay zeka, i\u015f trendlerini \u00fc\u00e7 ana eksende d\u00f6n\u00fc\u015ft\u00fcr\u00fcyor: otomasyon, veri odakl\u0131 karar alma ve ki\u015fiselle\u015ftirilmi\u015f hizmet \u00fcretimi. Rutin ve tekrar eden g\u00f6revler algoritmalar taraf\u0131ndan devral\u0131n\u0131rken, \u00e7al\u0131\u015fanlar daha stratejik ve yarat\u0131c\u0131 i\u015flere y\u00f6neliyor. Veri analiti\u011fi, makine \u00f6\u011frenmesi ve do\u011fal dil i\u015fleme gibi alanlar i\u015f ilanlar\u0131nda s\u0131k\u00e7a aranan nitelikler aras\u0131na girdi. \u015eirketler, operasyonel verimlili\u011fi art\u0131rmak i\u00e7in yapay zeka destekli ara\u00e7lar\u0131 s\u00fcre\u00e7lerine entegre ediyor; bu da yeni rollerin do\u011fmas\u0131na zemin haz\u0131rl\u0131yor. Pazarlama, insan kaynaklar\u0131, lojistik ve m\u00fc\u015fteri hizmetleri gibi fonksiyonlar art\u0131k yapay zeka destekli platformlar \u00fczerinden y\u00fcr\u00fct\u00fcl\u00fcyor. Hibrit \u00e7al\u0131\u015fma modelleri yayg\u0131nla\u015f\u0131rken yapay zeka tabanl\u0131 i\u015f ak\u0131\u015f\u0131 ara\u00e7lar\u0131 da ekiplerin verimlili\u011fini art\u0131r\u0131yor. B\u00f6ylece i\u015f trendleri, teknolojik yetkinlik ile insan becerisini birle\u015ftiren hibrit profiller etraf\u0131nda \u015fekilleniyor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0130nsan Yeteneklerinin Yerini Alabilir mi?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Yapay zeka, insan yeteneklerinin tamam\u0131n\u0131n yerini almaz; rutin g\u00f6revleri devral\u0131rken yarat\u0131c\u0131 ve stratejik i\u015fleri insana b\u0131rak\u0131r. Empati, ele\u015ftirel d\u00fc\u015f\u00fcnme ve karma\u015f\u0131k karar alma gibi beceriler, algoritmalar\u0131n kolayca taklit edemedi\u011fi alanlar olarak \u00f6ne \u00e7\u0131k\u0131yor. Yapay zekan\u0131n g\u00fc\u00e7l\u00fc oldu\u011fu alanlar\u0131n yan\u0131nda insan becerisinin fark yaratt\u0131\u011f\u0131 ba\u015fl\u0131klar da bulunuyor:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Yarat\u0131c\u0131 d\u00fc\u015f\u00fcnme:<\/strong> Yeni fikir \u00fcretmek, sanatsal ifade ve inovasyon insan merkezli yetenekler olmaya devam ediyor.<\/li>\n<li><strong>Duygusal zeka:<\/strong> M\u00fc\u015fteri ili\u015fkileri, ko\u00e7luk ve liderlik rolleri empati temelli ileti\u015fime dayan\u0131yor.<\/li>\n<li><strong>Etik karar alma:<\/strong> Hassas konularda de\u011fer yarg\u0131s\u0131 gerektiren kararlar insan muhakemesine ihtiya\u00e7 duyuyor.<\/li>\n<li><strong>Karma\u015f\u0131k problem \u00e7\u00f6zme:<\/strong> \u00c7ok de\u011fi\u015fkenli ve belirsiz durumlarda sezgi ve deneyim \u00f6ne \u00e7\u0131k\u0131yor.<\/li>\n<li><strong>\u0130nsan ili\u015fkileri y\u00f6netimi:<\/strong> Tak\u0131m dinamikleri, \u00e7at\u0131\u015fma \u00e7\u00f6z\u00fcm\u00fc ve k\u00fclt\u00fcrel uyum insan odakl\u0131 beceriler.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Yapay zeka bir ara\u00e7 olarak d\u00fc\u015f\u00fcn\u00fcld\u00fc\u011f\u00fcnde, insan yetenekleriyle birlikte \u00e7al\u0131\u015ft\u0131\u011f\u0131nda en y\u00fcksek verimi \u00fcretiyor. Bu nedenle gelecekte ba\u015far\u0131l\u0131 profesyoneller, teknolojiyi tamamlay\u0131c\u0131 bir g\u00fc\u00e7 olarak kullanmay\u0131 bilen ki\u015filer aras\u0131ndan \u00e7\u0131k\u0131yor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Yapay Zeka Uzman\u0131 Nas\u0131l Olunur?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Yapay zeka uzman\u0131 olmak, bilgisayar bilimleri temelli bir e\u011fitimle birlikte s\u00fcrekli \u00f6\u011frenmeyi gerektiren \u00e7ok katmanl\u0131 bir s\u00fcre\u00e7tir. A\u015fa\u011f\u0131daki ad\u0131mlar bu alana giri\u015f yapmak isteyenler i\u00e7in somut bir yol haritas\u0131 sunuyor:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Temel e\u011fitim al:<\/strong> Bilgisayar m\u00fchendisli\u011fi, yaz\u0131l\u0131m m\u00fchendisli\u011fi, matematik veya istatistik b\u00f6l\u00fcmlerinden mezun olmak g\u00fc\u00e7l\u00fc bir temel olu\u015fturuyor.<\/li>\n<li><strong>Programlama dillerini \u00f6\u011fren:<\/strong> Python, R ve Java gibi diller yapay zeka geli\u015ftirmede en \u00e7ok kullan\u0131lan ara\u00e7lar aras\u0131nda yer al\u0131yor.<\/li>\n<li><strong>Makine \u00f6\u011frenmesi ve derin \u00f6\u011frenme bilgisi edin:<\/strong> Algoritmalar, sinir a\u011flar\u0131 ve veri modelleme konular\u0131nda kuramsal ve pratik bilgi kazanmak kritik \u00f6neme sahip.<\/li>\n<li><strong>Sertifika programlar\u0131na kat\u0131l:<\/strong> \u00c7evrim i\u00e7i e\u011fitim platformlar\u0131 ve \u00fcniversitelerin a\u00e7t\u0131\u011f\u0131 sertifika programlar\u0131, g\u00fcncel teknolojilere h\u0131zl\u0131 eri\u015fim sa\u011fl\u0131yor.<\/li>\n<li><strong>Projelerle portf\u00f6y olu\u015ftur:<\/strong> A\u00e7\u0131k kaynak projelere katk\u0131 sa\u011flamak ve ki\u015fisel \u00e7al\u0131\u015fmalar y\u00fcr\u00fctmek i\u015fverenlerin dikkatini \u00e7ekiyor.<\/li>\n<li><strong>Veri taban\u0131 ve bulut teknolojilerini ke\u015ffet:<\/strong> B\u00fcy\u00fck veri i\u015fleme, bulut altyap\u0131lar\u0131 ve veri depolama sistemleri alan\u0131nda yetkinlik kazanmak i\u015fine yar\u0131yor.<\/li>\n<li><strong>Sekt\u00f6rel deneyim topla:<\/strong> Staj, ara\u015ft\u0131rma asistanl\u0131\u011f\u0131 veya giri\u015f d\u00fczeyi pozisyonlarla ger\u00e7ek projelerde yer almak kariyerini h\u0131zland\u0131r\u0131yor.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Gelece\u011fin Meslekleri: Hangi Sekt\u00f6rler Etkilenecek?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Sa\u011fl\u0131k, finans, \u00fcretim, perakende ve e\u011fitim sekt\u00f6rleri yapay zeka d\u00f6n\u00fc\u015f\u00fcm\u00fcnden en \u00e7ok etkilenen alanlar aras\u0131nda yer al\u0131yor. Sa\u011fl\u0131k alan\u0131nda te\u015fhis sistemleri, g\u00f6r\u00fcnt\u00fc analizi ve ki\u015fiselle\u015ftirilmi\u015f tedavi protokolleri yapay zeka destekli hale geliyor; bu da sa\u011fl\u0131k veri analisti ve biyoinformatik uzman\u0131 gibi rollerin \u00f6nemini art\u0131r\u0131yor. Finans sekt\u00f6r\u00fcnde algoritmik i\u015flemler, risk analizi ve doland\u0131r\u0131c\u0131l\u0131k tespiti yapay zekan\u0131n \u00f6ne \u00e7\u0131kt\u0131\u011f\u0131 ba\u015fl\u0131klar; bu nedenle kantitatif analistler ve finansal veri bilimciler aranan profiller aras\u0131nda. \u00dcretimde ak\u0131ll\u0131 fabrikalar ve tahminsel bak\u0131m sistemleri yayg\u0131nla\u015f\u0131rken end\u00fcstri 4.0 uzmanlar\u0131na ihtiya\u00e7 b\u00fcy\u00fcyor. Perakendede m\u00fc\u015fteri davran\u0131\u015f analizi ve ki\u015fiselle\u015ftirilmi\u015f pazarlama kampanyalar\u0131 \u00f6n plana \u00e7\u0131karken, e\u011fitim sekt\u00f6r\u00fcnde adaptif \u00f6\u011frenme platformlar\u0131 yeni \u00f6\u011fretim tasar\u0131mc\u0131s\u0131 profillerini do\u011furuyor. Lojistik, tar\u0131m ve hukuk alanlar\u0131 da bu d\u00f6n\u00fc\u015f\u00fcmden paylar\u0131n\u0131 al\u0131yor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Yapay Zeka \u0130le Geli\u015fecek Meslekler Nelerdir?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Yapay zeka ile geli\u015fen meslekler aras\u0131nda veri bilimci, makine \u00f6\u011frenmesi m\u00fchendisi, yapay zeka etik uzman\u0131, robotik m\u00fchendis ve do\u011fal dil i\u015fleme uzman\u0131 ba\u015f\u0131 \u00e7ekiyor. Bu alanlar\u0131n hem avantajlar\u0131 hem de dikkat edilmesi gereken y\u00f6nleri bulunuyor.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Avantajlar\u0131 (Art\u0131lar\u0131)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Y\u00fcksek talep ve rekabet\u00e7i \u00fccret:<\/strong> Nitelikli uzmanlara olan ihtiya\u00e7 sekt\u00f6r genelinde \u00fccret seviyelerini yukar\u0131 ta\u015f\u0131yor.<\/li>\n<li><strong>Esnek \u00e7al\u0131\u015fma imkan\u0131:<\/strong> Uzaktan ve hibrit modellere uygun olmas\u0131 co\u011frafi s\u0131n\u0131rlar\u0131 ortadan kald\u0131r\u0131yor.<\/li>\n<li><strong>S\u00fcrekli geli\u015fim f\u0131rsat\u0131:<\/strong> Alan h\u0131zla evrildi\u011fi i\u00e7in profesyonellere yeni \u00f6\u011frenme ve uzmanla\u015fma kap\u0131lar\u0131 a\u00e7\u0131l\u0131yor.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Dezavantajlar\u0131 (Eksileri)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Yo\u011fun \u00f6\u011frenme s\u00fcreci:<\/strong> Teknolojinin h\u0131zl\u0131 de\u011fi\u015fimi, s\u00fcrekli g\u00fcncellenmeyi zorunlu k\u0131l\u0131yor.<\/li>\n<li><strong>Rekabet bask\u0131s\u0131:<\/strong> Alana y\u00f6nelik ilgi artt\u0131k\u00e7a i\u015f piyasas\u0131nda rekabet de yo\u011funla\u015f\u0131yor.<\/li>\n<li><strong>Etik ve sorumluluk y\u00fck\u00fc:<\/strong> Veri gizlili\u011fi, \u00f6nyarg\u0131 ve algoritmik \u015feffafl\u0131k gibi konular uzmanlara \u00f6nemli bir sorumluluk y\u00fckl\u00fcyor.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Bu meslekler, teknik bilgi birikimi kadar analitik d\u00fc\u015f\u00fcnme ve etik duyarl\u0131l\u0131k gerektiren alanlar olarak kariyer planlamas\u0131nda g\u00fc\u00e7l\u00fc bir se\u00e7enek sunuyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Yasal Uyar\u0131:<\/strong> Bu i\u00e7erik genel bilgilendirme amac\u0131yla haz\u0131rlanm\u0131\u015ft\u0131r ve hukuki ya da mali dan\u0131\u015fmanl\u0131k niteli\u011fi ta\u015f\u0131maz. Kendi kariyer plan\u0131na en uygun yakla\u015f\u0131m\u0131 belirlerken g\u00fcncel kaynaklar\u0131n ve ki\u015fisel ko\u015fullar\u0131n\u0131n g\u00f6z \u00f6n\u00fcnde bulundurulmas\u0131 yararl\u0131 olacakt\u0131r.<\/p>\n<!-- templates\/buttons-placeholder.php -->\n<div class=\"da-reactions-outer TpostID23212\">\n\t    <div class=\"da-reactions-data da-reactions-container-async center\"\n         data-type=\"post\"\n         data-id=\"23212\"\n         id=\"da-reactions-slot-post-23212\">\n        <div class=\"da-reactions-static\">\n\t\t\t<img src=\"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-content\/plugins\/da-reactions\/assets\/dist\/loading.svg\" alt=\"Loading spinner\" width=\"48\" height=\"48\" \/>\n        <\/div>\n    <\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Yapay zeka, i\u015f d\u00fcnyas\u0131n\u0131 yeniden \u015fekillendirirken uzman yetenek a\u00e7\u0131\u011f\u0131 her sekt\u00f6rde kendini hissettiriyor.<\/p>\n<!-- templates\/buttons-placeholder.php -->\n<div class=\"da-reactions-outer TpostID23212\">\n\t    <div class=\"da-reactions-data da-reactions-container-async center\"\n         data-type=\"post\"\n         data-id=\"23212\"\n         id=\"da-reactions-slot-post-23212\">\n        <div class=\"da-reactions-static\">\n\t\t\t<img src=\"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-content\/plugins\/da-reactions\/assets\/dist\/loading.svg\" alt=\"Loading spinner\" width=\"48\" height=\"48\" \/>\n        <\/div>\n    <\/div>\n<\/div>\n","protected":false},"author":12,"featured_media":10678,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_elementor_edit_mode":"","_elementor_template_type":"","_elementor_data":"","_elementor_page_settings":null,"_elementor_conditions":[]},"categories":[2239],"tags":[],"class_list":["post-23212","post","type-post","status-publish","format-standard","has-post-thumbnail","category-haberler"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.1 (Yoast SEO v28.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Yapay Zeka \u00c7a\u011f\u0131nda Uzman Yetenekler Nereden Gelecek?<\/title>\n<meta name=\"description\" content=\"Yapay zeka, i\u015f d\u00fcnyas\u0131n\u0131 yeniden \u015fekillendirirken uzman yetenek a\u00e7\u0131\u011f\u0131 her sekt\u00f6rde kendini hissettiriyor.\" \/>\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.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay Zeka \u00c7a\u011f\u0131nda Uzman Yetenekler Nereden Gelecek?\" \/>\n<meta property=\"og:description\" content=\"Yapay zeka, i\u015f d\u00fcnyas\u0131n\u0131 yeniden \u015fekillendirirken uzman yetenek a\u00e7\u0131\u011f\u0131 her sekt\u00f6rde kendini hissettiriyor.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/\" \/>\n<meta property=\"og:site_name\" content=\"Kariyer Rehberi\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-07T06:04:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-content\/uploads\/2017\/01\/gelecek875.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"900\" \/>\n\t<meta property=\"og:image:height\" content=\"600\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Edit\u00f6r\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Edit\u00f6r\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 dakika\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Yapay Zeka \u00c7a\u011f\u0131nda Uzman Yetenekler Nereden Gelecek?","description":"Yapay zeka, i\u015f d\u00fcnyas\u0131n\u0131 yeniden \u015fekillendirirken uzman yetenek a\u00e7\u0131\u011f\u0131 her sekt\u00f6rde kendini hissettiriyor.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/","og_locale":"tr_TR","og_type":"article","og_title":"Yapay Zeka \u00c7a\u011f\u0131nda Uzman Yetenekler Nereden Gelecek?","og_description":"Yapay zeka, i\u015f d\u00fcnyas\u0131n\u0131 yeniden \u015fekillendirirken uzman yetenek a\u00e7\u0131\u011f\u0131 her sekt\u00f6rde kendini hissettiriyor.","og_url":"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/","og_site_name":"Kariyer Rehberi","article_published_time":"2026-10-07T06:04:08+00:00","og_image":[{"width":900,"height":600,"url":"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-content\/uploads\/2017\/01\/gelecek875.jpg","type":"image\/jpeg"}],"author":"Edit\u00f6r","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Edit\u00f6r","Tahmini okuma s\u00fcresi":"6 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/#article","isPartOf":{"@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/"},"author":{"name":"Edit\u00f6r","@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/#\/schema\/person\/94fd6e49c7ff1b1b2565a2cc4fd685dd"},"headline":"Yapay Zeka \u00c7a\u011f\u0131nda Uzman Yetenekler Nereden Gelecek?","datePublished":"2026-10-07T06:04:08+00:00","mainEntityOfPage":{"@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/"},"wordCount":1125,"publisher":{"@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/#organization"},"image":{"@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/#primaryimage"},"thumbnailUrl":"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-content\/uploads\/2017\/01\/gelecek875.jpg","articleSection":["Haberler"],"inLanguage":"tr"},{"@type":"WebPage","@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/","url":"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/","name":"Yapay Zeka \u00c7a\u011f\u0131nda Uzman Yetenekler Nereden Gelecek?","isPartOf":{"@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/#primaryimage"},"image":{"@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/#primaryimage"},"thumbnailUrl":"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-content\/uploads\/2017\/01\/gelecek875.jpg","datePublished":"2026-10-07T06:04:08+00:00","description":"Yapay zeka, i\u015f d\u00fcnyas\u0131n\u0131 yeniden \u015fekillendirirken uzman yetenek a\u00e7\u0131\u011f\u0131 her sekt\u00f6rde kendini hissettiriyor.","breadcrumb":{"@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/"]}]},{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/#primaryimage","url":"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-content\/uploads\/2017\/01\/gelecek875.jpg","contentUrl":"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-content\/uploads\/2017\/01\/gelecek875.jpg","width":900,"height":600,"caption":"gelecek875"},{"@type":"BreadcrumbList","@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/yapay-zeka-caginda-uzman-yetenekler-nereden-gelecek\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/www.kariyer.net\/kariyer-rehberi\/"},{"@type":"ListItem","position":2,"name":"Yapay Zeka \u00c7a\u011f\u0131nda Uzman Yetenekler Nereden Gelecek?"}]},{"@type":"WebSite","@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/#website","url":"https:\/\/www.kariyer.net\/kariyer-rehberi\/","name":"Kariyer Rehberi","description":"\u0130\u015f D\u00fcnyas\u0131yla \u0130lgili Bilmek \u0130stedi\u011finiz Her \u015eey","publisher":{"@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.kariyer.net\/kariyer-rehberi\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":"Organization","@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/#organization","name":"Kariyer.net","url":"https:\/\/www.kariyer.net\/kariyer-rehberi\/","logo":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/#\/schema\/logo\/image\/","url":"https:\/\/www.kariyer.net\/kariyer-rehberi-new\/wp-content\/uploads\/2023\/01\/og-image11.jpg","contentUrl":"https:\/\/www.kariyer.net\/kariyer-rehberi-new\/wp-content\/uploads\/2023\/01\/og-image11.jpg","width":800,"height":800,"caption":"Kariyer.net"},"image":{"@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.kariyer.net\/kariyer-rehberi\/#\/schema\/person\/94fd6e49c7ff1b1b2565a2cc4fd685dd","name":"Edit\u00f6r","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/secure.gravatar.com\/avatar\/0c4fe6688343aed3693b15573beae12c08ace5565409d5ab7509bf9c115f458d?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/0c4fe6688343aed3693b15573beae12c08ace5565409d5ab7509bf9c115f458d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/0c4fe6688343aed3693b15573beae12c08ace5565409d5ab7509bf9c115f458d?s=96&d=mm&r=g","caption":"Edit\u00f6r"},"url":"https:\/\/www.kariyer.net\/kariyer-rehberi\/author\/editor\/"}]}},"_links":{"self":[{"href":"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-json\/wp\/v2\/posts\/23212","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-json\/wp\/v2\/comments?post=23212"}],"version-history":[{"count":0,"href":"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-json\/wp\/v2\/posts\/23212\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-json\/wp\/v2\/media\/10678"}],"wp:attachment":[{"href":"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-json\/wp\/v2\/media?parent=23212"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-json\/wp\/v2\/categories?post=23212"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kariyer.net\/kariyer-rehberi\/wp-json\/wp\/v2\/tags?post=23212"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}