FAQ

Does a career changer need AI‑research experience to pass an AI‑PM interview? No. The decisive factor is production‑ready storytelling (Amazon 30‑day plan, Google GIST scope, Microsoft cost metric). Research experience is a bonus only if paired with a shipping timeline.

Can I use the same slide deck for Amazon, Google, and Microsoft interviews? No. Each company’s internal rubric (PRFAQ, GIST, MOSAIC) demands distinct metrics; reusing a generic deck leads to “Scope” or “Impact” failures.

Should I mention my previous $10 M fintech revenue lifts? Not unless you translate them into global AI metrics (e.g., latency reduction, dollar cost avoidance). The hiring manager will dismiss raw revenue figures as “not a model impact”.amazon.com/dp/B0GWWJQ2S3).