Senior Product Manager - Data and AI Platform
Core
Define and own the roadmap for algorithmic systems (ranking, deduplication, causal inference) that underpin downstream product features, translating ambiguous statistical problems into rigorous product requirements.
Role type
Staff Product Manager (Data & AI Platform)
Builds
Algorithmic systems for ranking, deduplication, and causal inference that determine data prioritization and trust across the platform.
Domain
B2B SaaS for the trades industry; Data & AI Platform
Deliverable
production ML models
Required skills
Product management in enterprise B2B SaaS, statistical fluency (precision/recall, confounding vs causation), defining evaluation criteria for statistical problems, translating customer pain into statistical requirements, cross-functional leadership, resolving methodology disagreements
Preferred skills
Experience with ranking/recommendation systems, entity resolution, or causal inference
Technologies
Ranking systems, deduplication logic, causal inference frameworks
Responsibilities
Define and own the roadmap for highest-priority algorithmic systems; Translate real customer pain into statistically rigorous product requirements; Co-author PRDs for statistically ambiguous problems; Partner with ML and engineering to evaluate model tradeoffs; Set measurable goals for algorithmic system health; Lead discovery with domain teams and customers to identify algorithmic errors; Proactively resolve disagreements over methodology and model quality
Seniority
Staff, hands-on IC