Staff / Principal Product Manager, Ranking
New
H
HeadwayMental Healthcare
RemoteFull-TimeStaff
Salary$265K - $375K; $265K – $375K • Offers Equity
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Job Details
- Experience
- 10+ years
- Required Skills
- Machine LearningProduct ManagementData science
Requirements
- 10+ years of product management experience.
- Hands-on ownership of search, ranking, recommendations, or marketplace matching at scale.
- Proven experience shipping ML ranking or relevance systems to real users.
- Experience with objective function design, feature development, and offline vs. online evaluation.
- Ability to conduct architecture conversations with ML engineers and challenge modeling assumptions.
- Strong understanding of marketplace trade-offs and opportunity allocation.
- Fluency in embeddings, semantic search, and LLM-powered product applications.
- Experience presenting strategy to executives and defending complex technical decisions.
Responsibilities
- Set the strategy for search, retrieval, and ranking, aligning stakeholders across engineering, data science, design, clinical, and executive teams.
- Run the full lifecycle of the experimentation program, including objective functions, guardrail metrics, and honest performance readouts.
- Build the data, evaluation, and ML platform foundations required for long-term matching scalability.
- Collaborate daily with ML engineers and data scientists on model objectives, feature development, and evaluation.
- Represent ranking priorities across the organization, managing trade-offs between patient experience, provider growth, clinical quality, and payer partnerships.
- Set the professional standard for technically grounded product management across the broader PM team.
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