{"id":18743,"date":"2025-11-10T09:00:14","date_gmt":"2025-11-10T06:00:14","guid":{"rendered":"https:\/\/www.kariyer.net\/ik-blog\/?p=18743"},"modified":"2025-11-06T18:02:30","modified_gmt":"2025-11-06T15:02:30","slug":"is-dunyasinda-yapay-zeka-firsatlar-ve-zorluklar","status":"publish","type":"post","link":"https:\/\/www.kariyer.net\/ik-blog\/is-dunyasinda-yapay-zeka-firsatlar-ve-zorluklar\/","title":{"rendered":"\u0130\u015f d\u00fcnyas\u0131nda yapay zeka: F\u0131rsatlar ve zorluklar"},"content":{"rendered":"<p><strong>9-22 Eyl\u00fcl tarihleri aras\u0131nda ger\u00e7ekle\u015ftirdi\u011fimiz \u201cT\u00fcrkiye\u2019de Yapay Zeka: F\u0131rsatlar, Zorluklar, Beklentiler\u201d ara\u015ft\u0131rmas\u0131, yapay zekan\u0131n i\u015f d\u00fcnyas\u0131nda yaratt\u0131\u011f\u0131 d\u00f6n\u00fc\u015f\u00fcm\u00fc ve bu teknolojinin \u00e7al\u0131\u015fanlar ve \u015firketler \u00fczerindeki etkilerini ortaya koydu.\u00a0<\/strong><\/p>\n<p>Y\u0131lda ortalama 1.9 milyon ki\u015finin yeni i\u015fini bulmas\u0131na do\u011frudan katk\u0131 sa\u011flayan bir platform olarak 9-22 Eyl\u00fcl tarihlerinde ger\u00e7ekle\u015ftirdi\u011fimiz T\u00fcrkiye\u2019de Yapay Zeka: F\u0131rsatlar, Zorluklar, Beklentiler ara\u015ft\u0131rmas\u0131n\u0131n sonu\u00e7lar\u0131n\u0131 belli oldu. Yapay zekan\u0131n i\u015f d\u00fcnyas\u0131 \u00fczerindeki etkileri, rollerin d\u00f6n\u00fc\u015f\u00fcm\u00fc ve s\u00fcre\u00e7lere yans\u0131malar\u0131 hakk\u0131ndaki g\u00f6r\u00fc\u015flerin yer ald\u0131\u011f\u0131 ara\u015ft\u0131rmaya 800\u2019den fazla insan kaynaklar\u0131 profesyoneli ve 1200\u2019den fazla \u00e7al\u0131\u015fan kat\u0131ld\u0131. Ara\u015ft\u0131rma sonu\u00e7lar\u0131na g\u00f6re \u00fc\u00e7 \u00e7al\u0131\u015fandan ikisi i\u015f s\u00fcre\u00e7lerinde yapay zekadan yararland\u0131\u011f\u0131n\u0131 belirtirken, \u015firketlerin %40\u2019\u0131 insan kaynaklar\u0131 s\u00fcre\u00e7lerinde yapay zeka teknolojisini kulland\u0131\u011f\u0131n\u0131 ifade ediyor.<\/p>\n<h2>\u0130\u015f g\u00fcc\u00fcn\u00fc d\u00f6n\u00fc\u015ft\u00fcr\u00fcyor<\/h2>\n<p>Ara\u015ft\u0131rmaya kat\u0131lan i\u015fverenler de \u00e7al\u0131\u015fanlar da yapay zekan\u0131n i\u015f g\u00fcc\u00fc piyasas\u0131n\u0131 etkileyece\u011fi g\u00f6r\u00fc\u015f\u00fcnde birle\u015fiyor. \u0130K profesyonellerinin %56\u2019s\u0131 ile \u00e7al\u0131\u015fanlar\u0131n %43\u2019\u00fc geli\u015fen teknolojiler sonras\u0131 hem yeni i\u015fler yarat\u0131laca\u011f\u0131n\u0131 hem de baz\u0131 i\u015flerin kaybolaca\u011f\u0131n\u0131 belirtiyor. Her iki grup da bu geli\u015fmelerden t\u00fcm deneyim seviyelerinin etkilenece\u011fini \u00f6ng\u00f6r\u00fcyor.<\/p>\n<p>Bu geli\u015fmelerin \u015firketlerin \u00e7al\u0131\u015fan say\u0131lar\u0131na olan etkisi konusunda ise \u00e7al\u0131\u015fanlar daha net g\u00f6r\u00fc\u015flere sahip. Kat\u0131l\u0131mc\u0131 \u00e7al\u0131\u015fanlar\u0131n %41\u2019i yapay zekan\u0131n ard\u0131ndan istihdam edilenlerin say\u0131s\u0131nda azalma ya\u015fanaca\u011f\u0131n\u0131 belirtiyor. \u0130K profesyonellerinin ise %60\u2019\u0131 \u015firketlerinin \u00e7al\u0131\u015fan say\u0131lar\u0131nda nas\u0131l bir de\u011fi\u015fim ger\u00e7ekle\u015fece\u011fini \u00f6ng\u00f6rmediklerini belirtirken, i\u015f g\u00fcc\u00fc profilinde gen\u00e7le\u015fme ve nitelik a\u00e7\u0131s\u0131ndan y\u00fckselme ya\u015fanaca\u011f\u0131 d\u00fc\u015f\u00fcn\u00fcyor.<\/p>\n<h2>Yapay zeka yetkinlikleri avantaj sa\u011fl\u0131yor<\/h2>\n<p>Kat\u0131l\u0131mc\u0131lar yapay zekan\u0131n i\u015f s\u00fcre\u00e7lerinde kaplad\u0131\u011f\u0131 rollerin b\u00fcy\u00fcyece\u011fi konusunda hemfikir. Her iki \u00e7al\u0131\u015fandan biri i\u015finde yapay zekan\u0131n rol\u00fcn\u00fcn \u00e7ok daha \u00f6nemli hale gelece\u011fini ifade ediyor. Bununla birlikte \u00e7al\u0131\u015fanlar\u0131n yakla\u015f\u0131k %50\u2019si yapay zeka yetkinliklerine sahip olman\u0131n i\u015f f\u0131rsatlar\u0131nda avantaj sa\u011flayaca\u011f\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fcyor, %30\u2019u ise bu durumun pozisyona ba\u011fl\u0131 olarak de\u011fi\u015fim g\u00f6sterebilece\u011fini belirtiyor.<\/p>\n<p>\u0130\u015fveren temsilcileri taraf\u0131ndaki g\u00f6r\u00fc\u015fler ise e\u015fit seviyede da\u011f\u0131l\u0131m g\u00f6steriyor. \u0130\u015fverenlerin %40\u2019\u0131 yapay zeka geli\u015fmelerinin \u00e7al\u0131\u015fanlar\u0131 katma de\u011ferli hale getirece\u011fini belirtirken, di\u011fer %40\u2019\u0131 bu durumunun sekt\u00f6rel bazda de\u011fi\u015fiklik g\u00f6sterece\u011fini d\u00fc\u015f\u00fcn\u00fcyor.<\/p>\n<p>Ara\u015ft\u0131rma sonu\u00e7lar\u0131, \u0130nsan Kaynaklar\u0131 profesyonellerinin \u0130K alan\u0131 \u00f6zelinde de\u011ferlendirmelerine de \u0131\u015f\u0131k tutuyor. Bu do\u011frultuda \u0130K profesyoneli kat\u0131l\u0131mc\u0131lar, yapay zeka geli\u015fmeleriyle yetkinliklerin de d\u00f6n\u00fc\u015fece\u011fini ifade ediyor. Kat\u0131l\u0131mc\u0131lar, Veri Analizi\/Yorumlama ile De\u011fi\u015fim Y\u00f6netimi ve Organizasyonel D\u00f6n\u00fc\u015f\u00fcm gibi becerilerin \u0130K alan\u0131nda \u00f6ne \u00e7\u0131kaca\u011f\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fcyor. Bununla birlikte Yapay Zeka Entegrasyon Uzman\u0131, \u0130K Veri Analisti, Yapay Zeka Destek Uzman\u0131 gibi rollerin ortaya \u00e7\u0131kaca\u011f\u0131n\u0131 \u00f6n g\u00f6r\u00fcyorlar.<\/p>\n<h2>En b\u00fcy\u00fck endi\u015fe yanl\u0131\u015f sonu\u00e7 \u00fcretmek<\/h2>\n<p>\u00c7al\u0131\u015fanlar\u0131n %69\u2019u i\u015f s\u00fcre\u00e7lerinde yapay zekay\u0131 d\u00fczenli veya ara s\u0131ra kulland\u0131\u011f\u0131n\u0131 ifade ederken, kullanmayanlar\u0131n ana sebebi ise yeterli bilgi ve tecr\u00fcbe eksikli\u011fi olarak \u00f6ne \u00e7\u0131k\u0131yor. Yapay zekay\u0131 kullananlar; veri analizi, raporlama ve e\u011fitim, ki\u015fisel geli\u015fim ba\u015fl\u0131klar\u0131nda destek ald\u0131klar\u0131n\u0131 belirtiyor. Bununla birlikte \u00e7al\u0131\u015fanlar\u0131n %60\u2019\u0131 yapay zeka kullanman\u0131n verimlili\u011fi art\u0131rd\u0131\u011f\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fcrken, neredeyse tamam\u0131 yapay zeka teknolojisinin zaman tasarrufu sa\u011flad\u0131\u011f\u0131n\u0131 ifade ediyor. Kat\u0131l\u0131mc\u0131lar\u0131n %40\u2019\u0131 yapay zekan\u0131n yanl\u0131\u015f ve eksik sonu\u00e7 \u00fcretmesinden endi\u015fe duydu\u011funu s\u00f6yl\u00fcyor.<\/p>\n<p>\u015eirketler taraf\u0131nda ise adaptasyonun \u00f6n\u00fcndeki en b\u00fcy\u00fck engelin, \u015firket k\u00fclt\u00fcr\u00fc ve y\u00f6netim anlay\u0131\u015f\u0131 oldu\u011fu g\u00f6r\u00fcl\u00fcyor. \u0130K profesyonelleri, bili\u015fimden sonra adaptasyonun en kritik oldu\u011fu departman\u0131n \u0130nsan Kaynaklar\u0131 oldu\u011funu d\u00fc\u015f\u00fcnmesine ra\u011fmen, bu alandaki yat\u0131r\u0131mlar\u0131n \u00f6n\u00fcndeki en b\u00fcy\u00fck engelin b\u00fct\u00e7e yetersizli\u011fi oldu\u011funu belirtiyor.<\/p>\n<h2>Bilgi eksikli\u011fi \u00f6n plana \u00e7\u0131k\u0131yor<\/h2>\n<p>\u00c7al\u0131\u015fanlara g\u00f6re yapay zeka teknolojisinin getirece\u011fi d\u00f6n\u00fc\u015f\u00fcm,belirsizlik duygusunu \u00f6n plana \u00e7\u0131kar\u0131yor. Her \u00fc\u00e7 \u00e7al\u0131\u015fandan biri yapay zekan\u0131n kendilerinde belirsizlik duygusu ya\u015fatt\u0131\u011f\u0131n\u0131 \u00f6ne s\u00fcr\u00fcyor. Bununla birlikte heyecan ve endi\u015fe de dikkat \u00e7eken duygular aras\u0131nda g\u00f6steriliyor. \u015eirketlerin yapay zeka adaptasyonundaki tablosunu da de\u011ferlendiren kat\u0131l\u0131mc\u0131lardan \u0130K profesyonelleri, adaptasyondaki en b\u00fcy\u00fck engelin \u015firket k\u00fclt\u00fcr\u00fc ve y\u00f6netim anlay\u0131\u015f\u0131 oldu\u011funu ifade ediyor. \u00c7al\u0131\u015fanlar ise yapay zekay\u0131 benimsemenin \u00f6n\u00fcndeki en b\u00fcy\u00fck engeli bilgi eksikli\u011fi olarak tan\u0131ml\u0131yor. Her iki kat\u0131l\u0131mc\u0131 profili de veri gizlili\u011fi ve g\u00fcvenlik konusunu da yapay zeka teknolojisinin benimsenmesinin \u00f6n\u00fcndeki engeller ba\u015fl\u0131\u011f\u0131nda \u00f6n plana \u00e7\u0131kan di\u011fer bir unsur olarak g\u00f6steriyor.<\/p>\n<h2>Fatih Uysal: De\u011fi\u015fim \u00e7ok y\u00f6nl\u00fc, yeni beceriler edinmek kritik<\/h2>\n<p>Kariyer.net CEO\u2019su Fatih Uysal, hem i\u015fverenlerin hem \u00e7al\u0131\u015fanlar\u0131n yapay zekan\u0131n yaratt\u0131\u011f\u0131 d\u00f6n\u00fc\u015f\u00fcm\u00fcn fark\u0131nda oldu\u011funu belirterek, \u201cYapay Zeka ve \u0130\u015f Hayat\u0131\u201d ara\u015ft\u0131rmam\u0131zda da g\u00f6rd\u00fc\u011f\u00fcm\u00fcz \u00fczere teknolojik geli\u015fmeler i\u015f d\u00fcnyas\u0131n\u0131n t\u00fcm payda\u015flar\u0131n\u0131 benzer seviyelerde etkiliyor. Fark\u0131ndal\u0131k y\u00fcksek olsa da herkes y\u00f6n\u00fcn\u00fc belirlemek i\u00e7in zamana ihtiya\u00e7 duyuyor. \u00c7al\u0131\u015fanlar i\u00e7in gelece\u011fin i\u015f g\u00fcc\u00fcnde var olabilmek, yeni beceriler kazanmak ve mevcut becerileri geli\u015ftirmekten ge\u00e7iyor.\u00a0 \u015eirketlerin bu dijital d\u00fcnyada varl\u0131\u011f\u0131n\u0131 s\u00fcrd\u00fcrebilmeleri i\u00e7in yat\u0131r\u0131mlara y\u00f6nelmeleri ise ka\u00e7\u0131n\u0131lmaz. Fakat de\u011fi\u015fim \u00e7ok y\u00f6nl\u00fc ve tek bir stratejiyle y\u00f6netilebilecek kadar sade de\u011fil. Bu nedenle farkl\u0131 bak\u0131\u015f a\u00e7\u0131lar\u0131 geli\u015ftirerek bu d\u00f6n\u00fc\u015f\u00fcm\u00fc k\u00fclt\u00fcre ve farkl\u0131 i\u015f modellerine en do\u011fru \u015fekilde adapte etmeye \u00e7al\u0131\u015fmak gerekli olacak.<\/p>\n<p>Yapay zeka verimlilik ve zaman tasarrufu sa\u011fl\u0131yor; ama as\u0131l kazan\u0131m, insani becerileri teknolojiyle dengeleyebilmekte. \u00dclkemizin gelecekte rekabet g\u00fcc\u00fcn\u00fc art\u0131rabilmesi i\u00e7in hem \u00e7al\u0131\u015fanlar\u0131n hem de i\u015fverenlerin bilgi eksikli\u011fini gidermeye y\u00f6nelmesi ve k\u00fclt\u00fcrel adaptasyonu h\u0131zland\u0131rmak i\u00e7in ad\u0131mlar atmas\u0131 kritik \u00f6nem ta\u015f\u0131yor.\u201d dedi.<\/p>\n<!-- templates\/buttons-placeholder.php -->\n<div class=\"da-reactions-outer TpostID18743\">\n\t    <div class=\"da-reactions-data da-reactions-container-async center\"\n         data-type=\"post\"\n         data-id=\"18743\"\n         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F\u0131rsatlar, Zorluklar, Beklentiler ara\u015ft\u0131rmas\u0131n\u0131n sonu\u00e7lar\u0131n\u0131 belli [&hellip;]<\/p>\n<!-- templates\/buttons-placeholder.php -->\n<div class=\"da-reactions-outer TpostID18743\">\n\t    <div class=\"da-reactions-data da-reactions-container-async center\"\n         data-type=\"post\"\n         data-id=\"18743\"\n         id=\"da-reactions-slot-post-18743\">\n        <div class=\"da-reactions-static\">\n\t\t\t<img src=\"https:\/\/www.kariyer.net\/ik-blog\/wp-content\/plugins\/da-reactions\/assets\/dist\/loading.svg\" alt=\"Loading spinner\" width=\"48\" height=\"48\" style=\"width:48px\" \/>\n        <\/div>\n    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