AI PM Competency Self-Assessment

Most PMs transitioning into AI product work know the gap is real but can't name it precisely. This template gives you a practitioner-tested framework — drawn from ex-Amazon Alexa AI PM work — to assess exactly where you stand across six dimensions: Strategy & Vision, Risk & Responsible AI, Data Depth, Model Development & Lifecycle, Evaluation, and Getting to Launch. The core mechanism is a self-assessment paired with manager calibration. You score yourself 0–5 on each dimension using current evidence — not aspiration. Your manager scores independently. The calibration comparison is where the real value lives: it reveals where you're overconfident, where you're underselling yourself, and where you're aligned. From there, a 90-day learning plan translates your gap profile into named resources, specific projects, and verifiable success criteria — no vague "learn more about ML." Designed for PMs at Series B and beyond.