Summary
As AI and modern tooling increase the leverage of individual engineers, traditional career ladders based on scope, team size, and delivery are being challenged. This discussion explores what “leverage” really means in practice and whether existing signals of seniority still hold. We’ll examine how organizations are rethinking expectations, evaluation criteria, and growth paths and where there’s still tension or uncertainty.
Host
Pavan Patibandla
Director Of Engineering @ Amplitude
Pavan Patibandla is a Director of Engineering at Amplitude, where he leads teams building Activation and AI Feedback products. Over the past ten years, he has grown with the company from an individual contributor to a senior leader, helping scale both the product and the engineering organization. He has also played a key role in building and expanding Amplitude’s Vancouver engineering office. Pavan is passionate about customer-centric product development, team growth, and delivering impactful data-driven solutions.
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