Episode 16 - The Skills Managers Are Looking For - w NVIDIA/ex-Google Manager Steven Kim

In this episode of Double A Media, host Albi sits down in person in Times Square with Steven Kim, an Engineering Manager at NVIDIA, to unpack what managers actually look for in early-career engineers and what the AI era is quietly changing about the craft. Drawing on a career spanning DreamWorks, Google, and a principal engineer role at Dropbox, Steven explains why engineering managers and principal engineers are held accountable for fundamentally different things — the health and future composition of the team versus the technical landscape and its trade-offs — and makes the case that volatility can be a superpower rather than a failure of leadership. From there the conversation digs into the "technical gap" AI is opening up: engineers getting over their skis by shipping code more sophisticated than they genuinely understand, and why a junior who writes simpler code they can fully explain beats one who submits a corpus they can't defend in review. Albi and Steven cover AI's verbosity, the review burden landing on senior engineers, technical debt reframed as an operational problem, and why system design interviews are really a test of system theory — purpose, failure modes, blast radius, remediation — which is why judgment still comes from experience and failure. On careers, Steven pushes back on the idea that AI is eliminating junior roles, arguing the hiring pause owed more to pandemic overhiring and the capex shock of the AI buildout than to automation. The advice that follows is deliberately unfashionable: get genuinely fluent with agentic coding, but invest in fundamentals over the latest vocabulary, and use boring technology. The episode closes on the one-way door still ahead — handing over control of the codebase entirely — plus where AI already delivers real value, the context that never makes it into a spec, and final thoughts on luck, hustle, and networking. As always, Double A Media breaks down complex technological shifts into practical, actionable insights for those looking to grow and succeed in today's rapidly evolving digital world.