Hiring: Projects Over Pedigree

AI startup CEOs are prioritizing adaptability, demonstrable project outcomes, and hands‑on AI experience over degrees or pedigree—reshaping who gets hired in tech services. That change is pushing candidates to show real results and fast learning as the new hiring currency. (businessinsider.com)

Business Insider’s reporting named the three CEOs quoted on hiring tactics as Arvind Jain of Glean, Daniel Yanisse of Checkr, and Vipul Ved Prakash of Together AI. (businessinsider.com) Glean CEO Arvind Jain says he gives candidates an intentionally impossible interview task to see whether they instinctively reach for AI tools, preferring demonstrable tool‑use over polished resumes. (nationaltoday.com) Glean was reported at a roughly $7.2 billion valuation in 2025 as it pivoted from search to enterprise AI agents under Jain’s leadership. (fastcompany.com) Checkr CEO Daniel Yanisse said the company has “over 900 people” and is pushing a companywide “vibe coding” program that includes AI stipends and AI days so nontechnical staff can build apps and automate workflows. (dnyuz.com) Checkr reported processing millions of verifications monthly for more than 120,000 business customers as it layers AI into background‑check products. (biometricupdate.com) Together AI’s Vipul Ved Prakash told reporters he uses AI “a ton” for product markups and diagnostics, and the company operates many data centers and tens of thousands of GPUs to support model training. (tech.yahoo.com) Together AI announced a $106 million financing round led by Salesforce Ventures in March 2024 and then a $305 million raise in February 2025 as it scaled its infrastructure and enterprise offerings. (together.ai) (marketscreener.com) Business Insider’s broader coverage of HR leaders shows firms are explicitly testing candidate AI‑tool fluency and project portfolios during hiring, shifting evaluation toward measurable outputs and on‑the‑job adaptability. (businessinsider.com)

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