Growth Product Management jobs

Growth at an AI company inherits a strange funnel: sign-ups are cheap because the demo is magic, and retention is brutal because the magic wears off in a week. The role is activation experiments, pricing and packaging around token costs, and finding the moment users form a habit rather than a bookmark.

Usage-based pricing makes classic SaaS growth playbooks half-useful at best, which is why postings ask for people who can model unit economics where marginal cost is real. Count on tight loops with data science and heavy experimentation on onboarding. Product-led companies hire this hardest — API-first businesses run growth through developer experience instead.