{"id":2882,"date":"2026-10-05T11:57:14","date_gmt":"2026-10-05T11:57:14","guid":{"rendered":"https:\/\/lakamsani.me\/blog\/2026\/10\/05\/years-of-experience-is-the-wrong-question-for-ai-engineers\/"},"modified":"2026-10-05T11:57:14","modified_gmt":"2026-10-05T11:57:14","slug":"years-of-experience-is-the-wrong-question-for-ai-engineers","status":"publish","type":"post","link":"https:\/\/lakamsani.me\/blog\/2026\/10\/05\/years-of-experience-is-the-wrong-question-for-ai-engineers\/","title":{"rendered":"Years of experience is the wrong question for AI engineers."},"content":{"rendered":"<p>Years of experience is the wrong question for AI engineers.<\/p>\n<p>We are hiring AI engineers right now.Almost Every one shows 3+ years of AI experience.<\/p>\n<p>Now look at the calendar.<\/p>\n<p>ChatGPT launched in November 2022.<\/p>\n<p>LangChain, the top skill LinkedIn lists for AI engineers, was released in October 2022.<\/p>\n<p>The modern AI stack is barely three years old.<\/p>\n<p>LinkedIn&#8217;s own Jobs on the Rise data shows where AI engineers come from: software engineer, data scientist, full stack engineer.<\/p>\n<p>So the experience is real. The title is often borrowed.<\/p>\n<p>That is what happens when a market screens by years. Candidates learn to rename their past to match the filter.<\/p>\n<p>In a field this young, years tell you very little.<\/p>\n<p>What you shipped tells you everything.<\/p>\n<p>Did it go to production? Did real users touch it? What broke, and who fixed it?<\/p>\n<p>A candidate with 18 months of real production work can outbuild someone with a renamed 5 year resume.<\/p>\n<p>The filter that counts years misses that person first.<\/p>\n<p>If you are hiring AI engineers today, what do you screen for instead of years?<\/p>\n<p>Krishna Lakamsani | Serial Entrepreneur | Investor | I write at the intersection of AI, capital, and the future of the human job market,\u2028sharing my life lessons, reflections, and honest takes from the founder-investor&#8217;s seat.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Years of experience is the wrong question for AI engineers. We are hiring AI engineers right now.Almost Every one shows&#8230;<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18],"tags":[],"class_list":["post-2882","post","type-post","status-publish","format-standard","hentry","category-linkedin-posts","wpcat-18-id"],"_links":{"self":[{"href":"https:\/\/lakamsani.me\/blog\/wp-json\/wp\/v2\/posts\/2882","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lakamsani.me\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lakamsani.me\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lakamsani.me\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/lakamsani.me\/blog\/wp-json\/wp\/v2\/comments?post=2882"}],"version-history":[{"count":0,"href":"https:\/\/lakamsani.me\/blog\/wp-json\/wp\/v2\/posts\/2882\/revisions"}],"wp:attachment":[{"href":"https:\/\/lakamsani.me\/blog\/wp-json\/wp\/v2\/media?parent=2882"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lakamsani.me\/blog\/wp-json\/wp\/v2\/categories?post=2882"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lakamsani.me\/blog\/wp-json\/wp\/v2\/tags?post=2882"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}