What Actually Gets Engineers Hired, From a CTO Who Measures It

What Actually Gets Engineers Hired, From a CTO Who Measures It

July 13, 2026 · 36 min

About this episode

Samir Ranjan discusses the key traits that influence engineer hiring and career success in the AI era.

Learn to build AI systems that companies actually pay for: RAG, agents, production LLM apps. Not YouTube tutorial toys. Real projects with a dedicated mentor who's shipped this stuff at scale. Spots are capped at 10 per cohort: https://parsity.io/ai-dev Who should software engineers marry? Not another software engineer, apparently. Samir Ranjan is the CTO and Director of Data Science at Catenate, where he built a patented platform that measures soft skills and personality to predict career outcomes. Translation: he has receipts on what actually gets engineers hired, promoted, and passed over. We get into: The 2 traits that separate good engineers from average ones (spoiler: it's not knowing every tool) Why "learning ability" beats technical knowledge in the AI era The age group struggling most with AI adoption (it's not who you think) What the data really says about junior devs getting replaced The new job roles coming by 2027: AI orchestrators and agent managers Why engineers should learn an art form (seriously) His weirdly practical advice for introverts: dress up and go to Target Who software engineers should actually marry Samir went from mining engineering a…

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