{"id":97393,"date":"2026-04-18T09:15:46","date_gmt":"2026-04-18T14:15:46","guid":{"rendered":"https:\/\/www.turkishnyradio.com\/?p=97393"},"modified":"2026-04-17T08:24:02","modified_gmt":"2026-04-17T13:24:02","slug":"yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi","status":"publish","type":"post","link":"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/","title":{"rendered":"Yapay Zeka \u0130stihdam Bo\u015flu\u011fu: \u00dcst D\u00fczey Y\u00f6netici \u0130yimserli\u011fi ve 2026 \u0130stihdam Ger\u00e7ekli\u011fi"},"content":{"rendered":"<div id=\"model-response-message-contentr_ed1ccc90faa82374\" class=\"markdown markdown-main-panel enable-updated-hr-color\" dir=\"ltr\" aria-live=\"polite\">\n<p data-path-to-node=\"0\">Bu makale ilk olarak <a href=\"https:\/\/www.turkishnyradio.com\/\">TurkishNYR<\/a> \u00fczerinde yay\u0131nlanm\u0131\u015ft\u0131r.<\/p>\n<p data-path-to-node=\"1\">\u015eirketlerin yapay zekadan beklentileri ile i\u015f g\u00fcc\u00fc piyasas\u0131n\u0131n sahadaki ger\u00e7ekli\u011fi aras\u0131nda, \u00f6zellikle 2026 y\u0131l\u0131nda, g\u00f6zle g\u00f6r\u00fcl\u00fcr bir kopukluk oldu\u011fu anla\u015f\u0131l\u0131yor.<\/p>\n<p data-path-to-node=\"2\">\u00dcst d\u00fczey y\u00f6neticiler ezici bir \u00e7o\u011funlukla yapay zekadan verimlilik veya b\u00fcy\u00fcme beklerken, \u00e7al\u0131\u015fanlar istihdam art\u0131\u015f\u0131n\u0131n \u015fimdiden durma noktas\u0131na geldi\u011finden endi\u015fe ediyor ve korkular\u0131 giderek b\u00fcy\u00fcyor. Baz\u0131lar\u0131n\u0131n &#8220;yapay zeka istihdam bo\u015flu\u011fu&#8221; olarak adland\u0131rd\u0131\u011f\u0131 bu fenomen, y\u00f6netici iyimserli\u011finin istihdam ger\u00e7ekli\u011fiyle \u00e7at\u0131\u015ft\u0131\u011f\u0131 noktay\u0131 temsil ediyor.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0130\u00e7indekiler Tablosu<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u0130\u00e7indekiler Tablosunu A\u00e7\/Kapat\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#Mevcut_Gerceklik\" >Mevcut Ger\u00e7eklik<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#CEO_Anketleri_ve_Ise_Alim_Verileri_Karsi_Karsiya\" >CEO Anketleri ve \u0130\u015fe Al\u0131m Verileri Kar\u015f\u0131 Kar\u015f\u0131ya<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#Genc_ve_Giris_Seviyesi_Calisanlar_Uzerindeki_Etkisi\" >Gen\u00e7 ve Giri\u015f Seviyesi \u00c7al\u0131\u015fanlar \u00dczerindeki Etkisi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#Verimlilik_Ucretler_ve_Yapay_Zeka_Becerilerinin_Primi\" >Verimlilik, \u00dccretler ve Yapay Zeka Becerilerinin Primi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#Calisanlarin_Perspektifi_Kaygi_ve_Beceri_Uyusmazligi\" >\u00c7al\u0131\u015fanlar\u0131n Perspektifi: Kayg\u0131 ve Beceri Uyu\u015fmazl\u0131\u011f\u0131<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#Kuresel_ve_Kurumsal_Analizler\" >K\u00fcresel ve Kurumsal Analizler<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#Istihdamdaki_Boslugu_Yapay_Zeka_ile_Kapatmak\" >\u0130stihdamdaki Bo\u015flu\u011fu Yapay Zeka ile Kapatmak<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#Sonuc\" >Sonu\u00e7<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#Glossary\" >Glossary<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#Yapay_Zeka_Istihdam_Boslugu_Hakkinda_Sikca_Sorulan_Sorular\" >Yapay Zeka \u0130stihdam Bo\u015flu\u011fu Hakk\u0131nda S\u0131k\u00e7a Sorulan Sorular<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#Yapay_zeka_istihdam_boslugu_nedir\" >Yapay zeka istihdam bo\u015flu\u011fu nedir?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#Yapay_zeka_isleri_elimizden_mi_alacak_yoksa_yeni_isler_mi_yaratacak\" >Yapay zeka i\u015fleri elimizden mi alacak yoksa yeni i\u015fler mi yaratacak?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#Is_gucunde_yapay_zekadan_kimler_etkileniyor\" >\u0130\u015f g\u00fcc\u00fcnde yapay zekadan kimler etkileniyor?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#Sirketler_tarafindan_ise_alinan_yapay_zeka_yeteneklerinde_bir_artis_var_mi\" >\u015eirketler taraf\u0131ndan i\u015fe al\u0131nan yapay zeka yeteneklerinde bir art\u0131\u015f var m\u0131?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#Calisanlar_yapay_zeka_degisikliklerine_nasil_uyum_saglayabilir\" >\u00c7al\u0131\u015fanlar yapay zeka de\u011fi\u015fikliklerine nas\u0131l uyum sa\u011flayabilir?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/www.turkishnyradio.com\/tr\/yapay-zeka-istihdam-boslugu-ust-duzey-yonetici-iyimserligi-ve-2026-istihdam-gercekligi\/#Referanslar\" >Referanslar<\/a><\/li><\/ul><\/nav><\/div>\n<h2 data-path-to-node=\"3\"><span class=\"ez-toc-section\" id=\"Mevcut_Gerceklik\"><\/span><b data-path-to-node=\"3\" data-index-in-node=\"0\">Mevcut Ger\u00e7eklik<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-path-to-node=\"4\">Bir 2023 Workday ara\u015ft\u0131rmas\u0131, CEO&#8217;lar\u0131n %98&#8217;inin yapay zekadan an\u0131nda fayda bekledi\u011fini g\u00f6steriyor; buna kar\u015f\u0131n ABD \u00c7al\u0131\u015fma \u0130statistikleri B\u00fcrosu (BLS) raporlar\u0131, teknoloji kaynakl\u0131 bir i\u015fe al\u0131m dalgas\u0131 g\u00f6stermiyor. Mart 2026 verilerine g\u00f6re, genel olarak yakla\u015f\u0131k 178.000 yeni istihdam kaydedilmi\u015f olsa da, bu art\u0131\u015f\u0131n ana kayna\u011f\u0131 sa\u011fl\u0131k hizmetleri ve in\u015faat sekt\u00f6rleri oldu; bilgi teknolojileri kadrolar\u0131 ise neredeyse hi\u00e7 de\u011fi\u015fmedi.<\/p>\n<p data-path-to-node=\"5\">Asl\u0131nda liderler yapay zeka konusunda umutlu ancak i\u015f g\u00fcc\u00fc e\u011filimleri, de\u011fi\u015fimin \u015fu ana kadar olduk\u00e7a dura\u011fan oldu\u011funu savunuyor. Yapay zeka, y\u00f6netim kurullar\u0131nda b\u00fcy\u00fck bir at\u0131l\u0131m olarak lanse ediliyor. Kurumsal d\u00fcnyada i\u015f liderleri, yapay zeka ve makine \u00f6\u011freniminin &#8220;insan potansiyelini katlayaca\u011f\u0131n\u0131&#8221; ve b\u00fcy\u00fcmeyi te\u015fvik edece\u011fini rutin olarak dile getiriyor.<\/p>\n<p data-path-to-node=\"6\">2024 y\u0131l\u0131nda PwC taraf\u0131ndan yap\u0131lan K\u00fcresel CEO Ara\u015ft\u0131rmas\u0131, CEO&#8217;lar\u0131n %70&#8217;inin \u00fcretken yapay zekan\u0131n \u015firketlerinin de\u011fer yaratma bi\u00e7imini de\u011fi\u015ftirece\u011fine inand\u0131\u011f\u0131n\u0131 ve %39&#8217;unun \u00e7al\u0131\u015fan say\u0131s\u0131n\u0131 %5 veya daha fazla art\u0131rmay\u0131 bekledi\u011fini ortaya koydu.<\/p>\n<p data-path-to-node=\"7\">Y\u00f6neticiler yapay zekay\u0131 bir verimlilik kataliz\u00f6r\u00fc olarak g\u00f6r\u00fcyor; k\u00fcresel CEO&#8217;lar\u0131n %39&#8217;u verimlili\u011fi bir yapay zeka avantaj\u0131 olarak en \u00fcst s\u0131raya koyuyor.<\/p>\n<p data-path-to-node=\"8\">Sekt\u00f6r analistleri, 2-3 y\u0131l i\u00e7inde yapay zekan\u0131n ABD&#8217;deki i\u015flerin %50 ila %55&#8217;ini &#8220;yeniden tan\u0131mlayaca\u011f\u0131na&#8221; inan\u0131yordu. Bu durum, liderli\u011fin yapay zekan\u0131n bir <a href=\"https:\/\/www.turkishnyradio.com\/global-markets-today-mixed-u-s-jobs-data-triggers-tech-led-selloff\/\">\u015fekilde<\/a> bir\u00e7ok rol\u00fc de\u011fi\u015ftirmesini bekledi\u011fi anlam\u0131na geliyor; bu da do\u011frudan i\u015ften \u00e7\u0131karmalardan ziyade i\u015fin zenginle\u015ftirilmesini ima ediyor.<\/p>\n<p data-path-to-node=\"9\">Ancak, \u00e7al\u0131\u015fanlar\u0131n ve i\u015f g\u00fcc\u00fc istatistik\u00e7ilerinin bildirdiklerine bakarsak ger\u00e7eklik olduk\u00e7a farkl\u0131d\u0131r.<\/p>\n<p data-path-to-node=\"10\">Yeni \u00e7al\u0131\u015fmalar, \u00f6zellikle gen\u00e7 ve rutin i\u015fler yapan \u00e7al\u0131\u015fanlar i\u00e7in istihdam bask\u0131s\u0131n\u0131n ilk i\u015faretlerine dikkat \u00e7ekiyor. Goldman Sachs taraf\u0131ndan yap\u0131lan bir analize g\u00f6re, yapay zeka 2025 ortas\u0131ndan 2026 ba\u015f\u0131na kadar ABD&#8217;de her ay net 16.000 i\u015fin azalmas\u0131na neden oldu.<\/p>\n<p data-path-to-node=\"11\">\u00d6zellikle Goldman&#8217;\u0131n modeli, yapay zekan\u0131n g\u00f6revleri otomatize ederek (ikame yoluyla) ayda 25.000 i\u015fi ortadan kald\u0131rd\u0131\u011f\u0131n\u0131, i\u015f zenginle\u015ftirmenin (augmentasyon) ise yaln\u0131zca 9.000 i\u015f ekledi\u011fini tahmin ediyor.<\/p>\n<p data-path-to-node=\"12\">Bu durum, k\u0131sa vadeli i\u015f kayb\u0131 etkisinin yads\u0131namaz oldu\u011funu g\u00f6steriyor. Bu veri, ankete kat\u0131lan \u015firketlerin %51&#8217;inin \u00fcretken yapay zekan\u0131n giri\u015f seviyesi i\u015flere olan talebi azaltt\u0131\u011f\u0131n\u0131 belirtti\u011fi McKinsey ara\u015ft\u0131rmas\u0131yla da destekleniyor.<\/p>\n<p data-path-to-node=\"13\">Buna paralel olarak, veriler gen\u00e7 i\u015fsizli\u011finde de bir art\u0131\u015f oldu\u011funu g\u00f6steriyor. 23-27 ya\u015f aras\u0131 \u00fcniversite mezunlar\u0131n\u0131n i\u015fsizlik oran\u0131 2019&#8217;daki %3,25 seviyesinden 2025&#8217;te %4,59&#8217;a y\u00fckseldi ve uzmanla\u015fm\u0131\u015f maa\u015f verileri, yapay zekaya en \u00e7ok maruz kalan alanlarda kariyerinin ba\u015f\u0131ndaki i\u015flerin yakla\u015f\u0131k %16 oran\u0131nda azald\u0131\u011f\u0131na i\u015faret ediyor.<\/p>\n<p data-path-to-node=\"14\">Basit\u00e7e ifade etmek gerekirse, nispeten d\u00fc\u015f\u00fck vas\u0131fl\u0131 beyaz yakal\u0131 i\u015flerde \u00e7al\u0131\u015fan yeni mezunlar ve Z ku\u015fa\u011f\u0131 \u00e7al\u0131\u015fanlar\u0131 zor bir durumda. Uzmanlar, ya\u015fl\u0131 \u00e7al\u0131\u015fanlar\u0131 koruyan i\u015f ba\u015f\u0131 deneyimine sahip olmayan giri\u015f seviyesi \u00e7al\u0131\u015fanlar\u0131n, yerinden edilmeye kar\u015f\u0131 en savunmas\u0131z kesim oldu\u011funu belirtiyor.<\/p>\n<table data-path-to-node=\"15\">\n<thead>\n<tr>\n<td><strong>Rapor \/ Kaynak (Y\u0131l)<\/strong><\/td>\n<td><strong>\u00dcst D\u00fczey Y\u00f6netici Beklentileri \/ Bulgular<\/strong><\/td>\n<td><strong>Ger\u00e7ek \u0130stihdam Durumu<\/strong><\/td>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><span data-path-to-node=\"15,1,0,0\">Workday CEO Ara\u015ft\u0131rmas\u0131 (2023)<\/span><\/td>\n<td><span data-path-to-node=\"15,1,1,0\">CEO&#8217;lar\u0131n %98&#8217;i yapay zeka\/makine \u00f6\u011freniminin an\u0131nda ticari fayda sa\u011flamas\u0131n\u0131 bekliyor.<\/span><\/td>\n<td><span data-path-to-node=\"15,1,2,0\">\u00c7al\u0131\u015fanlar\u0131n yaln\u0131zca %14&#8217;\u00fc, yap\u0131lan i\u015fin tekrar d\u00fczeltilmesi gereklili\u011fi nedeniyle net pozitif yapay zeka sonu\u00e7lar\u0131 bildiriyor.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"15,2,0,0\">PwC CEO Ara\u015ft\u0131rmas\u0131 (2024)<\/span><\/td>\n<td><span data-path-to-node=\"15,2,1,0\">CEO&#8217;lar\u0131n %70&#8217;i \u00fcretken yapay zekan\u0131n de\u011fer yarat\u0131m\u0131n\u0131 yeniden \u015fekillendirdi\u011fini g\u00f6r\u00fcyor; %39&#8217;u \u00e7al\u0131\u015fan say\u0131s\u0131n\u0131 %+5 art\u0131rmay\u0131 planl\u0131yor.<\/span><\/td>\n<td><span data-path-to-node=\"15,2,2,0\">Goldman: Yapay zeka, ABD&#8217;de ayda net \u201316.000 i\u015f kayb\u0131na neden oldu (A\u011fu &#8217;25-Mart &#8217;26).<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"15,3,0,0\">McKinsey (Kurumsal Blog) (Nis 2026)<\/span><\/td>\n<td><span data-path-to-node=\"15,3,1,0\">Firmalar\u0131n %51&#8217;i \u00fcretken yapay zekan\u0131n giri\u015f seviyesi rollere olan talebi d\u00fc\u015f\u00fcrd\u00fc\u011f\u00fcn\u00fc s\u00f6yl\u00fcyor.<\/span><\/td>\n<td><span data-path-to-node=\"15,3,2,0\">Giri\u015f seviyesi alanlarda i\u015fler %16 azald\u0131; gen\u00e7 i\u015fsizli\u011fi art\u0131yor.<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"15,4,0,0\">BCG Raporu (2026)<\/span><\/td>\n<td><span data-path-to-node=\"15,4,1,0\">ABD&#8217;deki i\u015flerin %50-55&#8217;i yapay zeka taraf\u0131ndan yeniden \u015fekillendirilecek (g\u00f6revler de\u011fi\u015fecek, yok olmayacak).<\/span><\/td>\n<td><span data-path-to-node=\"15,4,2,0\">K\u0131smi otomasyon (\u201325 bin i\u015f) ve yeni i\u015f yarat\u0131m\u0131 (+9 bin i\u015f).<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"15,5,0,0\">PwC Yapay Zeka Barometresi (Haz 2025)<\/span><\/td>\n<td><span data-path-to-node=\"15,5,1,0\">Yapay zeka kullanan sekt\u00f6rlerde \u00e7al\u0131\u015fan ba\u015f\u0131na gelir art\u0131\u015f\u0131 3 kat, \u00fccret art\u0131\u015f\u0131 ise 2 kat daha h\u0131zl\u0131.<\/span><\/td>\n<td><span data-path-to-node=\"15,5,2,0\">Yapay zeka becerilerine sahip \u00e7al\u0131\u015fanlar %56 daha fazla kazan\u0131yor. (Z\u0131tl\u0131k: e\u015fitsizlik riski var ancak yetkin ki\u015filer i\u00e7in olumlu.)<\/span><\/td>\n<\/tr>\n<tr>\n<td><span data-path-to-node=\"15,6,0,0\">ILO (BM) (May\u0131s 2025)<\/span><\/td>\n<td><span data-path-to-node=\"15,6,1,0\">(K\u00fcresel yapay zeka etkilenme analizi).<\/span><\/td>\n<td><span data-path-to-node=\"15,6,2,0\">K\u00fcresel i\u015flerin %25&#8217;i bir miktar yapay zeka etkisine maruz kal\u0131yor; \u00e7o\u011fu yok edilmek yerine d\u00f6n\u00fc\u015ft\u00fcr\u00fclecek.<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 data-path-to-node=\"16\"><span class=\"ez-toc-section\" id=\"CEO_Anketleri_ve_Ise_Alim_Verileri_Karsi_Karsiya\"><\/span><b data-path-to-node=\"16\" data-index-in-node=\"0\">CEO Anketleri ve \u0130\u015fe Al\u0131m Verileri Kar\u015f\u0131 Kar\u015f\u0131ya<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-path-to-node=\"17\">Bir Workday\/FT Longitude \u00e7al\u0131\u015fmas\u0131, CEO&#8217;lar\u0131n neredeyse tamam\u0131n\u0131n (%98) yapay zeka ve makine \u00f6\u011freniminin an\u0131nda de\u011fer sa\u011flayaca\u011f\u0131na inand\u0131\u011f\u0131n\u0131 ortaya koydu. Benzer \u015fekilde, PwC&#8217;nin 2024 CEO ara\u015ft\u0131rmas\u0131, her d\u00f6rt y\u00f6neticiden \u00fc\u00e7\u00fcn\u00fcn kaynaklar\u0131n\u0131 yapay zekaya aktarmaya hevesli oldu\u011funu g\u00f6steriyor.<\/p>\n<p data-path-to-node=\"18\">Ancak ger\u00e7ek i\u015fe al\u0131m e\u011filimleri \u00e7ok daha temkinli. ABD \u00c7al\u0131\u015fma \u0130statistikleri B\u00fcrosu taraf\u0131ndan a\u00e7\u0131klanan veriler, Mart 2026&#8217;da eklenen 178.000 i\u015fin teknoloji veya yapay zeka sekt\u00f6rleri taraf\u0131ndan de\u011fil, sa\u011fl\u0131k hizmetleri (+76 bin) ve in\u015faat (+26 bin) taraf\u0131ndan y\u00f6nlendirildi\u011fini belirtti.<\/p>\n<p data-path-to-node=\"19\">T\u00fcm bu reklamlara ra\u011fmen teknoloji alan\u0131nda \u00e7ok az \u015fey de\u011fi\u015fti. Teknoloji d\u00fcnyas\u0131nda bile bir\u00e7ok \u015firket, bulut ve yapay zeka kadrolar\u0131 konusunda temkinli bir \u015fekilde ilerliyor.<\/p>\n<p data-path-to-node=\"20\">K\u0131sacas\u0131 y\u00f6neticiler, \u00e7al\u0131\u015fan say\u0131s\u0131 art\u0131\u015f\u0131 konusunda bekledikleri sonu\u00e7lar\u0131 hen\u00fcz g\u00f6remediler. Beklenen yeni i\u015fe al\u0131m say\u0131s\u0131 ile ger\u00e7ekte i\u015fe al\u0131nan say\u0131 aras\u0131ndaki bu fark, &#8220;yapay zeka istihdam bo\u015flu\u011fu&#8221;nu olu\u015fturuyor.<\/p>\n<h2 data-path-to-node=\"21\"><span class=\"ez-toc-section\" id=\"Genc_ve_Giris_Seviyesi_Calisanlar_Uzerindeki_Etkisi\"><\/span><b data-path-to-node=\"21\" data-index-in-node=\"0\">Gen\u00e7 ve Giri\u015f Seviyesi \u00c7al\u0131\u015fanlar \u00dczerindeki Etkisi<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-path-to-node=\"22\">Z ku\u015fa\u011f\u0131 ve kariyerinin ba\u015f\u0131ndaki \u00e7al\u0131\u015fanlar, yapay zeka odakl\u0131 de\u011fi\u015fimin y\u00fck\u00fcn\u00fc s\u00fcrekli olarak en a\u011f\u0131r \u015fekilde hisseden kesim oluyor. Uzmanlar, yerinden edilmeden en \u00e7ok etkilenenlerin gen\u00e7 \u00e7al\u0131\u015fanlar oldu\u011funa dikkat \u00e7ekiyor.<\/p>\n<p data-path-to-node=\"23\">Giri\u015f seviyesindeki rollerin \u00e7o\u011fu (\u00f6rne\u011fin veri giri\u015fi, m\u00fc\u015fteri hizmetleri ve idari g\u00f6revler) otomatize edilmeye olduk\u00e7a m\u00fcsaittir ve i\u015fletmeler bu pozisyonlar\u0131n bir\u00e7o\u011funu azalt\u0131yor.<\/p>\n<p data-path-to-node=\"24\">Bu durum, kurulu\u015flar\u0131n %51&#8217;inin \u00fcretken yapay zekan\u0131n giri\u015f seviyesi al\u0131mlara olan ihtiyac\u0131 zaten azaltt\u0131\u011f\u0131n\u0131 belirten McKinsey i\u015f g\u00fcc\u00fc analizi ile de desteklenmektedir.<\/p>\n<p data-path-to-node=\"25\">Gen\u00e7 i\u015fsizli\u011findeki bu art\u0131\u015f, 30 ya\u015f alt\u0131 \u00e7al\u0131\u015fanlar ile daha ya\u015fl\u0131 olanlar aras\u0131ndaki i\u015fsizlik oranlar\u0131ndaki fark\u0131n a\u00e7\u0131lmas\u0131yla kendini g\u00f6stermektedir.<\/p>\n<p data-path-to-node=\"26\">Ek olarak Goldman, yapay zekaya maruz kalmadaki her %1&#8217;lik art\u0131\u015f\u0131n, gen\u00e7 \u00e7al\u0131\u015fanlar ile k\u0131demliler aras\u0131ndaki giri\u015f seviyesi \u00fccret fark\u0131n\u0131n yakla\u015f\u0131k 3,3 y\u00fczde puan geni\u015flemesine neden oldu\u011funu belirtiyor.<\/p>\n<p data-path-to-node=\"27\">Buna kar\u015f\u0131l\u0131k, uzmanla\u015fm\u0131\u015f veya y\u00f6netici rollerindeki deneyimli \u00e7al\u0131\u015fanlar nispeten korunakl\u0131 kalmaya devam ediyor; onlar\u0131n g\u00f6revleri genellikle yapay zekan\u0131n kolayca ikame edemeyece\u011fi muhakeme veya liderlik yeteneklerini i\u00e7eriyor.<\/p>\n<p data-path-to-node=\"28\">Z ku\u015fa\u011f\u0131 i\u00e7in zamanla yeni f\u0131rsatlar do\u011fabilir; t\u0131pk\u0131 ge\u00e7mi\u015fteki teknolojik \u015foklar\u0131n ilerleyen d\u00f6nemlerde yeni i\u015fler yaratmas\u0131 gibi. Ancak bu uzun vadeli yarat\u0131m s\u00fcrecindeki gecikme, bug\u00fcn\u00fcn gen\u00e7 \u00e7al\u0131\u015fanlar\u0131n\u0131n ge\u00e7i\u015f s\u00fcrecinde daha uzun s\u00fcre tak\u0131l\u0131 kalmas\u0131 anlam\u0131na geliyor.<\/p>\n<h2 data-path-to-node=\"29\"><span class=\"ez-toc-section\" id=\"Verimlilik_Ucretler_ve_Yapay_Zeka_Becerilerinin_Primi\"><\/span><b data-path-to-node=\"29\" data-index-in-node=\"0\">Verimlilik, \u00dccretler ve Yapay Zeka Becerilerinin Primi<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-path-to-node=\"30\">E\u011fer &#8220;iyimserler&#8221; yapay zekan\u0131n verimlili\u011fi art\u0131rd\u0131\u011f\u0131 konusunda hakl\u0131ysa, neden \u00fccretlerde ve \u00e7\u0131kt\u0131da buna dair bir kan\u0131t g\u00f6remiyoruz?<\/p>\n<p data-path-to-node=\"31\">Yapay zekan\u0131n g\u00f6r\u00fcld\u00fc\u011f\u00fc yerlerde kayda de\u011fer kazan\u00e7lar oldu\u011funu do\u011frulayan birka\u00e7 \u00e7al\u0131\u015fma mevcuttur. \u00d6rnek olarak, PwC&#8217;nin K\u00fcresel Yapay Zeka \u0130stihdam Barometresi, yapay zekaya maruz kalma oran\u0131 y\u00fcksek olan sekt\u00f6rlerde \u00e7al\u0131\u015fan ba\u015f\u0131na gelirin, d\u00fc\u015f\u00fck olan sekt\u00f6rlere g\u00f6re 3 kat daha h\u0131zl\u0131 b\u00fcy\u00fcd\u00fc\u011f\u00fcn\u00fc belirtiyor.<\/p>\n<p data-path-to-node=\"32\">\u00dccretler de daha h\u0131zl\u0131 y\u00fckseliyor; yapay zeka yo\u011funluklu sekt\u00f6rlerdeki \u00e7al\u0131\u015fanlar\u0131n, piyasadaki di\u011fer meslekta\u015flar\u0131na g\u00f6re iki kat daha fazla maa\u015f art\u0131\u015f\u0131 g\u00f6rd\u00fc\u011f\u00fc bildiriliyor.<\/p>\n<p data-path-to-node=\"33\">\u00d6zellikle, yapay zeka becerisine sahip \u00e7al\u0131\u015fanlar (veri bilimi, komut m\u00fchendisli\u011fi vb.), ilgili becerilere sahip olmayan meslekta\u015flar\u0131na g\u00f6re %56 daha fazla \u00fccret primi al\u0131yor.<\/p>\n<p data-path-to-node=\"34\">Bu durum, \u015firketlerin yapay zekay\u0131 nas\u0131l kullanaca\u011f\u0131n\u0131 bilen \u00e7al\u0131\u015fanlara de\u011fer verdi\u011fini ve bu t\u00fcr rollere ihtiya\u00e7 duyuldu\u011funu g\u00f6steriyor.<\/p>\n<p data-path-to-node=\"35\">Yine de bu verimlilik art\u0131\u015f\u0131 her yerde ayn\u0131 de\u011fil. Bir\u00e7ok s\u0131radan i\u015fte \u00fccretler \u00fczerindeki etkiler d\u00fc\u015f\u00fck kal\u0131yor ve baz\u0131 i\u015f\u00e7iler kendilerini geride kalm\u0131\u015f hissediyor.<\/p>\n<p data-path-to-node=\"36\">Ayr\u0131ca, verimlilik kazan\u00e7lar\u0131n\u0131n \u00e7o\u011fu gizli kalan bir &#8220;yapay zeka vergisi&#8221; i\u00e7inde kayboluyor. \u00c7al\u0131\u015fanlara g\u00f6re, yapay zeka ara\u00e7lar\u0131 haftal\u0131k ortalama 1 ila 7 saat tasarruf sa\u011fl\u0131yor ancak bu saatlerin neredeyse onda d\u00f6rd\u00fc yapay zeka \u00e7\u0131kt\u0131lar\u0131n\u0131n yeniden yap\u0131lmas\u0131, d\u00fczeltilmesi ve do\u011frulanmas\u0131 i\u00e7in harcan\u0131yor.<\/p>\n<p data-path-to-node=\"37\">Baz\u0131 tahminlere g\u00f6re, kullan\u0131c\u0131lar\u0131n yaln\u0131zca %14&#8217;\u00fc yapay zekay\u0131 her kulland\u0131\u011f\u0131nda net pozitif sonu\u00e7 bildirmektedir. Bu da alg\u0131lanan verimlili\u011fin, bir\u00e7ok \u00e7al\u0131\u015fan i\u00e7in daha fazla \u00e7\u0131kt\u0131 veya iyile\u015ftirilmi\u015f bir maa\u015f bordrosu anlam\u0131na gelmedi\u011fini g\u00f6steriyor.<\/p>\n<p data-path-to-node=\"38\">Dolay\u0131s\u0131yla, yapay zekada \u00f6nc\u00fc olan sekt\u00f6rlerde makro istatistikler (gelir ve ortalama \u00fccretler) y\u00fckselirken, bir\u00e7ok bireysel \u00e7al\u0131\u015fan fazladan kontrol i\u015fi ve m\u00fctevaz\u0131 kazan\u0131mlarla kar\u015f\u0131 kar\u015f\u0131ya kal\u0131yor.<\/p>\n<h2 data-path-to-node=\"39\"><span class=\"ez-toc-section\" id=\"Calisanlarin_Perspektifi_Kaygi_ve_Beceri_Uyusmazligi\"><\/span><b data-path-to-node=\"39\" data-index-in-node=\"0\">\u00c7al\u0131\u015fanlar\u0131n Perspektifi: Kayg\u0131 ve Beceri Uyu\u015fmazl\u0131\u011f\u0131<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-path-to-node=\"40\">\u00c7al\u0131\u015fanlar aras\u0131nda yayg\u0131n olarak dile getirilen kayg\u0131, \u00e7al\u0131\u015fan duyarl\u0131l\u0131\u011f\u0131 anketleriyle de do\u011frulan\u0131yor. \u015eubat 2026&#8217;da yap\u0131lan bir Mercer ara\u015ft\u0131rmas\u0131na g\u00f6re, \u00e7al\u0131\u015fanlar\u0131n %53&#8217;\u00fc yeni teknolojilerin (\u00f6rne\u011fin yapay zeka) i\u015f g\u00fcvenliklerini riske ataca\u011f\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fcyor.<\/p>\n<p data-path-to-node=\"41\">Ancak, personelin ger\u00e7ek yapay zeka kullan\u0131m\u0131 olduk\u00e7a s\u0131n\u0131rl\u0131d\u0131r; \u00e7al\u0131\u015fanlar\u0131n yaln\u0131zca yakla\u015f\u0131k d\u00f6rtte biri yapay zekay\u0131 d\u00fczenli olarak kullanmaktad\u0131r. Bu y\u00fcksek endi\u015fe d\u00fczeyi ile d\u00fc\u015f\u00fck pratik kullan\u0131m aras\u0131ndaki u\u00e7urumu, haz\u0131rl\u0131ks\u0131zl\u0131k durumunu ortaya koymaktad\u0131r.<\/p>\n<p data-path-to-node=\"42\">\u0130ronik bir \u015fekilde, ara\u00e7lara daha a\u015fina olmalar\u0131na ra\u011fmen, yapay zeka hatalar\u0131n\u0131 d\u00fczeltme i\u015finin b\u00fcy\u00fck k\u0131sm\u0131n\u0131 gen\u00e7 \u00e7al\u0131\u015fanlar (25-34 ya\u015f) \u00fcstleniyor.<\/p>\n<p data-path-to-node=\"43\">Workday&#8217;e g\u00f6re, yapay zeka \u00e7\u0131kt\u0131lar\u0131n\u0131n yeniden d\u00fczenlenmesinin \u00e7o\u011fu 25-34 ya\u015f aras\u0131 \u00e7al\u0131\u015fanlar taraf\u0131ndan yap\u0131l\u0131yor. \u0130\u015f tan\u0131mlar\u0131 s\u00f6z konusu oldu\u011funda ise \u015firketlerin %89&#8217;u, yapay zeka yetkinliklerini yans\u0131tacak \u015fekilde gereksinimlerini hen\u00fcz de\u011fi\u015ftirmediklerini bildirdi.<\/p>\n<p data-path-to-node=\"44\">Basit\u00e7e s\u00f6ylemek gerekirse, \u00e7o\u011fu \u00e7al\u0131\u015fan kendini haz\u0131rl\u0131ks\u0131z veya yetersiz desteklenmi\u015f hissediyor. Liderli\u011fin beceri geli\u015ftirme vaatleri genellikle eylemlerle \u00f6rt\u00fc\u015fm\u00fcyor: \u0130\u015f liderlerinin %66&#8217;s\u0131 e\u011fitimin bir \u00f6ncelik oldu\u011funu s\u00f6ylerken, a\u015f\u0131r\u0131 y\u00fcklenmi\u015f personelin yaln\u0131zca %37&#8217;si bu e\u011fitimi ald\u0131\u011f\u0131n\u0131 bildiriyor.<\/p>\n<p data-path-to-node=\"45\">Bu durum ayn\u0131 zamanda yapay zeka istihdam bo\u015flu\u011funu da b\u00fcy\u00fct\u00fcyor. Y\u00f6neticiler yapay zekan\u0131n potansiyelinden \u00f6vg\u00fcyle bahsederken, \u00e7al\u0131\u015fanlar i\u015f g\u00fcvensizli\u011fi ve ka\u00e7\u0131r\u0131lan e\u011fitim f\u0131rsatlar\u0131yla ba\u015f ba\u015fa b\u0131rak\u0131l\u0131yor.<\/p>\n<h2 data-path-to-node=\"46\"><span class=\"ez-toc-section\" id=\"Kuresel_ve_Kurumsal_Analizler\"><\/span><b data-path-to-node=\"46\" data-index-in-node=\"0\">K\u00fcresel ve Kurumsal Analizler<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-path-to-node=\"47\">K\u00fcresel \u00f6l\u00e7ekte daha fazla \u00e7al\u0131\u015fma bu kar\u0131\u015f\u0131k sinyalleri ortaya koyuyor. May\u0131s 2025 tarihli bir ILO raporu, k\u00fcresel olarak i\u015flerin yakla\u015f\u0131k %25&#8217;inin \u00fcretken yapay zekaya maruz kalma potansiyeli oldu\u011funu tahmin etmektedir.<\/p>\n<p data-path-to-node=\"48\">Ancak rapor, insan fakt\u00f6r\u00fcn\u00fcn bir ihtiya\u00e7 olarak kalmaya devam etmesi nedeniyle \u00e7o\u011fu i\u015fin yok edilmek yerine d\u00f6n\u00fc\u015ft\u00fcr\u00fclece\u011fini vurguluyor. Ayr\u0131ca, yapay zeka adaptasyonunun \u00f6nceki d\u00f6nemlerine y\u00f6nelik bir inceleme (OECD 2024), \u015fu ana kadar yapay zeka nedeniyle <a href=\"https:\/\/www.turkishnyradio.com\/abn-amro-to-cut-5200-jobs-by-2028-as-new-strategy-reshapes-the-bank\/\">toplamda<\/a> i\u015f kayb\u0131 ya\u015fand\u0131\u011f\u0131na dair kesin bir kan\u0131t bulamad\u0131. Asl\u0131nda yapay zekaya maruz kalma, baz\u0131 sekt\u00f6rlerde hafif bir i\u015f art\u0131\u015f\u0131 ile ili\u015fkilendirilmektedir.<\/p>\n<p data-path-to-node=\"49\">OECD, y\u00fcksek e\u011fitimli ve y\u00fcksek gelirli \u00e7al\u0131\u015fanlar\u0131n yapay zekadan faydaland\u0131\u011f\u0131n\u0131 kabul ederek, kontrol edilmedi\u011fi takdirde bunun mevcut e\u015fitsizlikleri derinle\u015ftirebilece\u011fini belirtiyor.<\/p>\n<p data-path-to-node=\"50\">Bu durum, yapay zekan\u0131n baz\u0131 i\u015fleri ortadan kald\u0131rabilece\u011fi ancak ayn\u0131 zamanda daha \u00f6nce var olmayan yeni bir dizi rol yarataca\u011f\u0131 anlam\u0131na geliyor.<\/p>\n<p data-path-to-node=\"51\">Yine de bu uzun vadeli yarat\u0131m s\u00fcreci zaman al\u0131yor ve sonu\u00e7 olarak k\u0131sa vadeli yapay zeka istihdam bo\u015fluklar\u0131 olu\u015fuyor.<\/p>\n<h2 data-path-to-node=\"52\"><span class=\"ez-toc-section\" id=\"Istihdamdaki_Boslugu_Yapay_Zeka_ile_Kapatmak\"><\/span><b data-path-to-node=\"52\" data-index-in-node=\"0\">\u0130stihdamdaki Bo\u015flu\u011fu Yapay Zeka ile Kapatmak<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-path-to-node=\"53\">Bu kopuklu\u011fu ne a\u00e7\u0131kl\u0131yor? Uzmanlar birka\u00e7 fakt\u00f6re dikkat \u00e7ekiyor.<\/p>\n<p data-path-to-node=\"54\">\u0130lk olarak, zamanlama ve ge\u00e7i\u015f gecikmeleri s\u00f6z konusudur. Yeni end\u00fcstrilerin ve mesleklerin yerinden edilen \u00e7al\u0131\u015fanlar\u0131 absorbe etmesi genellikle y\u0131llar al\u0131r. Yeni rollerin (yapay zeka e\u011fitmenleri, veri etiketleyiciler, uyum uzmanlar\u0131 vb.) yarat\u0131lmas\u0131 hala ivme kazanmaktad\u0131r ve &#8220;yarat\u0131c\u0131 y\u0131k\u0131m&#8221; s\u00fcreci zaten ba\u015flam\u0131\u015ft\u0131r.<\/p>\n<p data-path-to-node=\"55\">Bu s\u0131rada firmalar, yapay zeka etraf\u0131nda stratejik roller (\u00f6rne\u011fin yapay zeka etik uzmanlar\u0131 veya beceri geli\u015ftirme personeli gibi roller) in\u015fa etmekte yava\u015f, rutin pozisyonlar\u0131 budamakta ise h\u0131zl\u0131 davranm\u0131\u015flard\u0131r.<\/p>\n<p data-path-to-node=\"56\">\u0130kincisi, beceri uyu\u015fmazl\u0131\u011f\u0131 daha da b\u00fcy\u00fck bir bo\u015fluk yarat\u0131yor. Veriler, i\u015fverenlerin yapay zeka becerilerine ve yetkinliklerine sahip \u00e7al\u0131\u015fanlar arad\u0131\u011f\u0131n\u0131 ancak mevcut i\u015f g\u00fcc\u00fcn\u00fcn \u00e7o\u011funun bu becerilere sahip olmad\u0131\u011f\u0131n\u0131 g\u00f6steriyor.<\/p>\n<p data-path-to-node=\"57\">Firmalar tedirgin, \u00e7\u00fcnk\u00fc yapay zekaya hakim \u00e7al\u0131\u015fanlar\u0131n arz\u0131 k\u0131s\u0131tl\u0131 ve y\u00fcksek teknoloji alan\u0131nda bile doldurulamayan bo\u015fluklar olabilir.<\/p>\n<p data-path-to-node=\"58\">Bir\u00e7ok y\u00f6netici, giri\u015f seviyesi roller bo\u015f kalsa bile yapay zeka yeteneklerini i\u015fe almakta zorland\u0131klar\u0131n\u0131 s\u00f6yl\u00fcyor. McKinsey i\u015f g\u00fcc\u00fc raporuna g\u00f6re, yapay zekay\u0131 &#8220;yo\u011fun kullananlar&#8221; (genellikle aranan yeteneklere sahip olanlar) istifa etmeye daha yatk\u0131nd\u0131r (%51&#8217;i ayr\u0131lmay\u0131 d\u00fc\u015f\u00fcn\u00fcyor). Bu yetenek kayb\u0131, herhangi bir b\u00fcy\u00fcme vaadiyle \u00e7eli\u015fmektedir.<\/p>\n<p data-path-to-node=\"59\">\u00dc\u00e7\u00fcnc\u00fcs\u00fc ise altyap\u0131 ve s\u00fcre\u00e7 k\u0131s\u0131tlamalar\u0131d\u0131r. Workday taraf\u0131ndan yap\u0131lan bir \u00e7al\u0131\u015fma, \u00e7o\u011fu kurulu\u015fun 2025 yapay zeka ara\u00e7lar\u0131n\u0131 kullan\u0131rken 2015 d\u00f6neminden kalma i\u015f yap\u0131lar\u0131n\u0131 kulland\u0131\u011f\u0131n\u0131 \u00f6ne s\u00fcr\u00fcyor.<\/p>\n<p data-path-to-node=\"60\">E\u011fer s\u00fcre\u00e7ler ve roller de\u011fi\u015fmezse, yapay zeka i\u015f ak\u0131\u015flar\u0131n\u0131 tam olarak otomatize etmek yerine sadece yeni ad\u0131mlar (\u00e7\u0131kt\u0131lar\u0131n incelenmesi gibi) ekleyebilir.<\/p>\n<p data-path-to-node=\"61\">Bir\u00e7ok kurulu\u015f lideri, yapay zeka modellerinin performans\u0131 ile \u00e7al\u0131\u015fanlar\u0131n\u0131n bu sonu\u00e7lara duyabilece\u011fi g\u00fcven derecesi aras\u0131nda geni\u015f bir u\u00e7urum oldu\u011funu kabul ediyor; bu durum personeli g\u00f6rd\u00fcklerini do\u011frulamaya zorluyor ve bu da adaptasyonu yava\u015flat\u0131yor.<\/p>\n<p data-path-to-node=\"62\">Son olarak psikolojik fakt\u00f6rler \u00f6nemlidir. Uzun vadeli faydalardan ziyade i\u015f kayb\u0131na odaklanan \u00e7al\u0131\u015fanlar, riskler konusunda \u00e7ok daha endi\u015feli olma e\u011filimindedir.<\/p>\n<p data-path-to-node=\"63\">Yapay zeka nedeniyle yerinden edilme kayg\u0131s\u0131 artm\u0131\u015f durumda; daha g\u00fcncel bir 2026 Gallup ara\u015ft\u0131rmas\u0131, Amerikal\u0131lar\u0131n kullan\u0131m alan\u0131 geni\u015fledik\u00e7e yapay zeka taraf\u0131ndan yerinden edilme konusunda giderek daha fazla endi\u015felendi\u011fini g\u00f6steriyor.<\/p>\n<p data-path-to-node=\"64\">Ekonomik belirsizliklerle (enflasyon, i\u015ften \u00e7\u0131karmalar vb.) birle\u015fti\u011finde, iyimser kurumsal mesajlar \u00e7al\u0131\u015fanlar\u0131 tam olarak ikna etmeyebilir.<\/p>\n<h2 data-path-to-node=\"65\"><span class=\"ez-toc-section\" id=\"Sonuc\"><\/span><b data-path-to-node=\"65\" data-index-in-node=\"0\">Sonu\u00e7<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-path-to-node=\"66\">Yapay zeka istihdam bo\u015flu\u011fu, \u00fcst d\u00fczey stratejiler ile saha d\u00fczeyindeki uygulaman\u0131n uyumsuz olmas\u0131ndan kaynaklanmaktad\u0131r.<\/p>\n<p data-path-to-node=\"67\">Yeniden yat\u0131r\u0131m s\u00f6z\u00fc veren y\u00f6neticilerin hedefinde b\u00fcy\u00fck yapay zeka kazan\u0131mlar\u0131 var; ancak \u015firketler bunu hen\u00fcz geni\u015f tabanl\u0131 i\u015fe al\u0131mlara veya beceri geli\u015ftirmeye d\u00f6n\u00fc\u015ft\u00fcrmedi.<\/p>\n<p data-path-to-node=\"68\">Bu durum, verimlilik ve sermaye kazan\u00e7lar\u0131 artsa bile i\u015f b\u00fcy\u00fcmesinin yava\u015flamas\u0131na ve \u00e7al\u0131\u015fan kayg\u0131s\u0131n\u0131n artmas\u0131na neden oluyor.<\/p>\n<p data-path-to-node=\"69\">Bo\u015flu\u011fu kapatmak, i\u015fletmelerin yapay zekadan elde ettikleri &#8220;tasarruflar\u0131&#8221; e\u011fitim ve i\u015f tasar\u0131m\u0131 yoluyla \u00e7al\u0131\u015fanlara yat\u0131rmas\u0131 anlam\u0131na gelir; politika yap\u0131c\u0131lar ise ge\u00e7i\u015fleri (\u00f6rne\u011fin yeniden beceri kazand\u0131rma programlar\u0131) kolayla\u015ft\u0131rmal\u0131d\u0131r, b\u00f6ylece yapay zekan\u0131n vaat edilen faydalar\u0131 \u00e7ok daha fazla \u00e7al\u0131\u015fana ula\u015fabilir.<\/p>\n<p data-path-to-node=\"70\">Bu hikaye 2026&#8217;ya do\u011fru ilerlerken, yol hem in\u015fa ediliyor hem de hen\u00fcz tamamlanm\u0131\u015f de\u011fil. Yapay zeka istihdam bo\u015flu\u011funu kapatmak, \u00fcst d\u00fczey y\u00f6netici vizyonu ile \u00e7al\u0131\u015fan deneyimini uyumlu hale getirmek demektir; teknolojinin \u00e7al\u0131\u015fanlar\u0131n geride kalmas\u0131na de\u011fil, i\u015f g\u00fcc\u00fc performans\u0131n\u0131 kesinlikle etkileyecek \u015fekillerde h\u0131zlanmas\u0131na yard\u0131mc\u0131 oldu\u011fu bir vizyon.<\/p>\n<h2 data-path-to-node=\"71\"><span class=\"ez-toc-section\" id=\"Glossary\"><\/span><b data-path-to-node=\"71\" data-index-in-node=\"0\">Glossary<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-path-to-node=\"72\"><b data-path-to-node=\"72\" data-index-in-node=\"0\">C-Suite (\u00dcst D\u00fczey Y\u00f6netim):<\/b> Bir \u015firketin en \u00fcst d\u00fczey y\u00f6neticileri (CEO, CFO, CTO\u2026).<\/p>\n<p data-path-to-node=\"73\"><b data-path-to-node=\"73\" data-index-in-node=\"0\">\u00dcretken Yapay Zeka (Generative AI):<\/b> Komutlara dayal\u0131 olarak i\u00e7erik (metin, kod, resim) \u00fcretebilen bir yapay zeka t\u00fcr\u00fc (ChatGPT gibi).<\/p>\n<p data-path-to-node=\"74\"><b data-path-to-node=\"74\" data-index-in-node=\"0\">Yapay Zeka Augmentasyonu (Zenginle\u015ftirme) vs \u0130kame:<\/b> Zenginle\u015ftirme, yapay zeka ara\u00e7lar\u0131n\u0131n insanlar\u0131n daha h\u0131zl\u0131 veya daha iyi \u00e7al\u0131\u015fmas\u0131na yard\u0131mc\u0131 olmas\u0131 (i\u015fleri yok etmek yerine farkl\u0131la\u015ft\u0131rmas\u0131) anlam\u0131na gelir. \u0130kame ise yapay zekan\u0131n insan g\u00f6revlerini tamamen devralmas\u0131d\u0131r.<\/p>\n<p data-path-to-node=\"75\"><b data-path-to-node=\"75\" data-index-in-node=\"0\">Beceri Geli\u015ftirme (Upskilling):<\/b> \u00c7al\u0131\u015fanlar\u0131n farkl\u0131 veya daha y\u00fcksek seviyelerdeki i\u015flerde \u00e7al\u0131\u015fabilmeleri i\u00e7in e\u011fitilmesi.<\/p>\n<h2 data-path-to-node=\"76\"><span class=\"ez-toc-section\" id=\"Yapay_Zeka_Istihdam_Boslugu_Hakkinda_Sikca_Sorulan_Sorular\"><\/span><b data-path-to-node=\"76\" data-index-in-node=\"0\">Yapay Zeka \u0130stihdam Bo\u015flu\u011fu Hakk\u0131nda S\u0131k\u00e7a Sorulan Sorular<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 data-path-to-node=\"77\"><span class=\"ez-toc-section\" id=\"Yapay_zeka_istihdam_boslugu_nedir\"><\/span><strong>Yapay zeka istihdam bo\u015flu\u011fu nedir?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-path-to-node=\"78\">Kurumsal liderlerin yapay zekan\u0131n i\u015fler \u00fczerindeki etkisine (b\u00fcy\u00fcme, verimlilik, yeni pozisyonlar) dair d\u00fc\u015f\u00fcnceleri ile i\u015f g\u00fcc\u00fc piyasas\u0131 verilerinin ger\u00e7ekte ne g\u00f6sterdi\u011fi aras\u0131ndaki fark\u0131 tan\u0131mlar. Anket ve raporlara g\u00f6re y\u00f6neticiler yapay zeka konusunda umutlu ancak \u00e7o\u011fu \u00e7al\u0131\u015fan i\u015flerinin hi\u00e7 b\u00fcy\u00fcmedi\u011fini veya performans kriterlerinin yeniden tan\u0131mland\u0131\u011f\u0131n\u0131 g\u00f6r\u00fcyor.<\/p>\n<h3 data-path-to-node=\"79\"><span class=\"ez-toc-section\" id=\"Yapay_zeka_isleri_elimizden_mi_alacak_yoksa_yeni_isler_mi_yaratacak\"><\/span><strong>Yapay zeka i\u015fleri elimizden mi alacak yoksa yeni i\u015fler mi yaratacak?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-path-to-node=\"80\">Ara\u015ft\u0131rmalar her ikisinin de ger\u00e7ekle\u015fti\u011fini g\u00f6steriyor. Yapay zeka otomasyon yoluyla bir\u00e7ok rutin i\u015fin yerini al\u0131rken, alternatif kariyer yollar\u0131 da sunuyor. \u00d6rne\u011fin Goldman Sachs, yapay zeka ikamesinin ayda 25.000 i\u015fi ortadan kald\u0131rd\u0131\u011f\u0131n\u0131, zenginle\u015ftirmenin ise 9.000 i\u015f ekledi\u011fini tahmin etmi\u015ftir. B\u00fcy\u00fck oranda bu denge sekt\u00f6re ve zamana ba\u011fl\u0131d\u0131r.<\/p>\n<h3 data-path-to-node=\"81\"><span class=\"ez-toc-section\" id=\"Is_gucunde_yapay_zekadan_kimler_etkileniyor\"><\/span><strong>\u0130\u015f g\u00fcc\u00fcnde yapay zekadan kimler etkileniyor?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-path-to-node=\"82\">En b\u00fcy\u00fck y\u00fck \u015fu anda gen\u00e7 ve giri\u015f seviyesi \u00e7al\u0131\u015fanlar\u0131n \u00fczerindedir. Goldman Sachs ve dan\u0131\u015fmanl\u0131k \u015firketi McKinsey&#8217;den gelen raporlara g\u00f6re, rutin b\u00fcro i\u015flerinde \u00e7al\u0131\u015fan Z ku\u015fa\u011f\u0131 \u00e7al\u0131\u015fanlar\u0131 avantajlar\u0131n\u0131 kaybediyor. Ayn\u0131 zamanda, yapay zeka uzmanl\u0131\u011f\u0131na sahip teknoloji merakl\u0131s\u0131 \u00e7al\u0131\u015fanlar giderek daha \u00f6nemli hale geliyor ve becerileri i\u00e7in daha y\u00fcksek \u00fccret al\u0131yorlar.<\/p>\n<h3 data-path-to-node=\"83\"><span class=\"ez-toc-section\" id=\"Sirketler_tarafindan_ise_alinan_yapay_zeka_yeteneklerinde_bir_artis_var_mi\"><\/span><strong>\u015eirketler taraf\u0131ndan i\u015fe al\u0131nan yapay zeka yeteneklerinde bir art\u0131\u015f var m\u0131?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-path-to-node=\"84\">Hem evet hem hay\u0131r. Ara\u015ft\u0131rmalar bir\u00e7ok \u015firketin yapay zekaya \u00f6zel \u00e7al\u0131\u015fanlar\u0131 e\u011fitmeye odakland\u0131\u011f\u0131n\u0131 ancak genellikle genel \u00e7al\u0131\u015fan say\u0131s\u0131nda b\u00fcy\u00fck art\u0131\u015flar yapmad\u0131klar\u0131n\u0131 g\u00f6steriyor. PwC, CEO&#8217;lar\u0131n %39&#8217;unun 2024&#8217;te b\u00fcy\u00fck \u00e7apl\u0131 i\u015fe al\u0131mlar planlad\u0131\u011f\u0131n\u0131 saptad\u0131 ancak genel teknoloji i\u015fe al\u0131mlar\u0131 s\u0131n\u0131rl\u0131 kald\u0131.<\/p>\n<h3 data-path-to-node=\"85\"><span class=\"ez-toc-section\" id=\"Calisanlar_yapay_zeka_degisikliklerine_nasil_uyum_saglayabilir\"><\/span><strong>\u00c7al\u0131\u015fanlar yapay zeka de\u011fi\u015fikliklerine nas\u0131l uyum sa\u011flayabilir?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-path-to-node=\"86\">Beceri geli\u015ftirme anahtar noktad\u0131r. Yapay zeka ile ilgili beceriler (veri analizi, komut m\u00fchendisli\u011fi, dijital okuryazarl\u0131k) edinen \u00e7al\u0131\u015fanlar daha iyi \u00fccretli i\u015flere eri\u015febilirler. \u015eirketler ve h\u00fck\u00fcmetler de e\u011fitim olanaklar\u0131 sa\u011flamal\u0131d\u0131r.<\/p>\n<h2 data-path-to-node=\"87\"><span class=\"ez-toc-section\" id=\"Referanslar\"><\/span><b data-path-to-node=\"87\" data-index-in-node=\"0\">Referanslar<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><a href=\"https:\/\/fortune.com\/2026\/04\/06\/ai-tech-displacement-effect-gen-z-16000-jobs-per-month\/#:~:text=New%20research%20by%20Goldman%20Sachs,level%20workers\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"font-weight: 400;\">Fortune<\/span><\/a><\/p>\n<p><a href=\"https:\/\/www.mckinsey.com\/capabilities\/people-and-organizational-performance\/our-insights\/the-organization-blog\/how-ai-is-and-isnt-changing-the-future-of-work#:~:text=,more%20experienced%20workers%20remained%20stable\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"font-weight: 400;\">McKinsey<\/span><\/a><\/p>\n<p><a href=\"https:\/\/newsroom.workday.com\/2023-09-14-Workday-Global-Survey-98-of-CEOs-Say-Their-Organizations-Would-Benefit-from-Implementing-AI,-But-Trust-Remains-a-Concern#:~:text=%2A%2098,data%20is%20somewhat%20or%20completely%C2%A0siloed\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"font-weight: 400;\">Newsroom<\/span><\/a><\/p>\n<p><a href=\"https:\/\/www.bls.gov\/news.release\/empsit.nr0.htm#:~:text=Total%20nonfarm%20payroll%20employment%20increased,construction%2C%20and%20in%20transportation%20and\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"font-weight: 400;\">BLS<\/span><\/a><\/p>\n<p><a href=\"https:\/\/www.pwc.com\/gx\/en\/news-room\/press-releases\/2024\/economic-optimism-doubles-yet-almost-half-of-ceos-do-not-believe-their-businesses-will-be-viable-in-a-decade.html#:~:text=match%20at%20L617%20CEOs%20overwhelmingly,in%20the%20next%20three%20years\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"font-weight: 400;\">PwC<\/span><\/a><\/p>\n<p><a href=\"https:\/\/www.bcg.com\/publications\/2026\/ai-will-reshape-more-jobs-than-it-replaces#:~:text=,upskilling%2C%20and%20deliberate%20talent%20planning\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"font-weight: 400;\">BCG<\/span><\/a><\/p>\n<p><a href=\"https:\/\/investor.workday.com\/news-and-events\/press-releases\/news-details\/2026\/New-Workday-Research-Companies-Are-Leaving-AI-Gains-on-the-Table\/default.aspx#:~:text=Key%20findings%20include%3A\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"font-weight: 400;\">Workday<\/span><\/a><\/p>\n<p><a href=\"https:\/\/www.ilo.org\/publications\/generative-ai-and-jobs-2025-update#:~:text=generation%20have%20increased%20automation%20scores,transformed%20rather%20than%20made%20redundant\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"font-weight: 400;\">ILO<\/span><\/a><\/p>\n<p><a href=\"https:\/\/www.mercer.com\/en-us\/about\/newsroom\/amid-economic-and-ai-anxieties-us-employees-are-choosing-to-stay-put\/#:~:text=uneven%20adoption%20and%20preparedness,anxiety%20as%20AI%20adoption%20accelerates\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"font-weight: 400;\">Mercer<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.oecd.org\/content\/dam\/oecd\/en\/publications\/reports\/2024\/10\/who-will-be-the-workers-most-affected-by-ai_fb7fcccd\/14dc6f89-en.pdf#:~:text=Occupations%20with%20the%20highest%20exposure,income%20workers%2C%20potentially%20deepening%20existing\" rel=\"nofollow noopener\" target=\"_blank\"><span style=\"font-weight: 400;\">OECD<\/span><\/a><\/p>\n<p data-path-to-node=\"87\">\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Bu makale ilk olarak TurkishNYR \u00fczerinde yay\u0131nlanm\u0131\u015ft\u0131r. \u015eirketlerin yapay zekadan beklentileri ile i\u015f g\u00fcc\u00fc piyasas\u0131n\u0131n sahadaki ger\u00e7ekli\u011fi aras\u0131nda, \u00f6zellikle 2026 y\u0131l\u0131nda, g\u00f6zle g\u00f6r\u00fcl\u00fcr bir kopukluk oldu\u011fu anla\u015f\u0131l\u0131yor. \u00dcst d\u00fczey y\u00f6neticiler ezici bir \u00e7o\u011funlukla yapay zekadan verimlilik veya b\u00fcy\u00fcme beklerken, \u00e7al\u0131\u015fanlar istihdam art\u0131\u015f\u0131n\u0131n \u015fimdiden durma noktas\u0131na geldi\u011finden endi\u015fe ediyor ve korkular\u0131 giderek b\u00fcy\u00fcyor. Baz\u0131lar\u0131n\u0131n &#8220;yapay zeka [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":95593,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jnews-multi-image_gallery":[],"jnews_single_post":{"subtitle":"","format":"standard","override":[{"template":"2","parallax":"1","fullscreen":"1","layout":"right-sidebar","sidebar":"default-sidebar","second_sidebar":"default-sidebar","sticky_sidebar":"1","share_position":"bottom","share_float_style":"share-monocrhome","show_share_counter":"1","show_view_counter":"1","show_featured":"1","show_post_meta":"1","show_post_author":"1","show_post_author_image":"1","show_post_date":"1","post_date_format":"default","post_date_format_custom":"Y\/m\/d","show_post_category":"1","show_post_reading_time":"1","post_reading_time_wpm":"300","post_calculate_word_method":"str_word_count","zoom_button_out_step":"2","zoom_button_in_step":"3","show_post_tag":"1","show_prev_next_post":"1","show_comment_section":"1","number_popup_post":"1","show_author_box":"1","show_post_related":"1","show_inline_post_related":"1"}],"image_override":[{"single_post_thumbnail_size":"no-crop","single_post_gallery_size":"crop-500"}],"trending_post_position":"meta","trending_post_label":"Trending","sponsored_post_label":"Sponsored by","disable_ad":"0"},"jnews_primary_category":[],"jnews_override_counter":{"view_counter_number":"0","share_counter_number":"0","like_counter_number":"0","dislike_counter_number":"0"},"footnotes":""},"categories":[1999],"tags":[],"class_list":["post-97393","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-haberler"],"_links":{"self":[{"href":"https:\/\/www.turkishnyradio.com\/tr\/wp-json\/wp\/v2\/posts\/97393","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.turkishnyradio.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.turkishnyradio.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.turkishnyradio.com\/tr\/wp-json\/wp\/v2\/users\/45"}],"replies":[{"embeddable":true,"href":"https:\/\/www.turkishnyradio.com\/tr\/wp-json\/wp\/v2\/comments?post=97393"}],"version-history":[{"count":3,"href":"https:\/\/www.turkishnyradio.com\/tr\/wp-json\/wp\/v2\/posts\/97393\/revisions"}],"predecessor-version":[{"id":97404,"href":"https:\/\/www.turkishnyradio.com\/tr\/wp-json\/wp\/v2\/posts\/97393\/revisions\/97404"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.turkishnyradio.com\/tr\/wp-json\/wp\/v2\/media\/95593"}],"wp:attachment":[{"href":"https:\/\/www.turkishnyradio.com\/tr\/wp-json\/wp\/v2\/media?parent=97393"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.turkishnyradio.com\/tr\/wp-json\/wp\/v2\/categories?post=97393"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.turkishnyradio.com\/tr\/wp-json\/wp\/v2\/tags?post=97393"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}