5+ years in product management with at least 1+ year shipping AI/ML-powered products
Track record of taking AI features from concept to customer impact, including things that didn't
Deep understanding of how engineering teams actually build, deploy, and operate AI systems (not
Familiarity with current AI/ML techniques and the judgment to know when they're applicable vs.
Ability to synthesize disparate signals (research, customer feedback, technical trends) into
Comfort operating with ambiguity and making decisions without perfect information

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