Hinge Health
Staff Machine Learning Scientist
San Francisco-HQ · Staff+
Sponsorship not specifiedDetected 40 days ago
TypeScriptPythonSQLDatabricksMachine LearningAirflowdbtData ScienceStatisticsA/B TestingComplianceHIPAAResearchLeadershipCommunication
About the role
- Hinge Health helps people move without pain through digital musculoskeletal (MSK) care.
- That care only works when members keep doing their exercise therapy, and the right message at the right moment is a large part of what keeps them going.
- At our scale, small gains in relevance and timing compound into large gains in engagement and clinical outcomes.
Responsibilities
- Design and ship the next system for deciding what nudge to send a member, when, and through which channel, beyond our current contextual-bandit approach.
- Build and deploy models that decide whether nudging a given member is worth it, balancing engagement against fatigue and unsubscribes.
- Own at least one model in production end-to-end.
- They optimize for what moves for members, not model sophistication for its own sake.
- Send-time and channel optimization: Design and ship the next system for deciding what nudge to send a member, when, and through which channel, beyond our current contextual-bandit approach.
- Propensity modeling: Build and deploy models that decide whether nudging a given member is worth it, balancing engagement against fatigue and unsubscribes.
- Production ownership: Own at least one model in production end-to-end.
Requirements
- Proficiency in Python and SQL
Nice to have
- Multi-objective optimization (engagement vs. adherence vs. retention vs. cost)
- Causal inference beyond A/B testing: difference-in-differences, synthetic controls, instrumental variables
- Experience hiring and growing a small ML team
- familiarity with HIPAA and BAA constraints
- Familiarity with our adjacent stack: Statsig, Databricks, feature stores, Airflow/dbt
- Familiarity with TypeScript
- The company is headquartered in San Francisco, California.
- Learn more at http://www.hingehealth.com/http://www.hingehealth.com
Benefits
- Planning for the future: Start saving for the future with our traditional or Roth 401k retirement plan options which include a 2% company match.
- Modern life stipends: Manage your own learning and development
- Hinge Health is an
- Hinge Health leverages software, including AI, to largely automate care for joint and muscle health, delivering an outstanding member experience, improved member outcomes, and cost reductions for its clients.
Company info
- setting direction for send-time optimization, propensity modeling, and the experimentation rigor behind every nudge we ship.
- You'll write code your senior engineers respect, mentor a small ML team, and partner closely with product, data science, and our growth and marketing teams.
- Our ideal candidate has shipped recommendation or sequential-decisioning systems that changed how real users behave, runs experiments with rigor, and writes code their engineers respect.
Equal opportunity
- equal opportunity employer and prohibits discrimination and harassment of any kind.
- If you feel you need assistance or an accommodation due to a disability, let us know by reaching out to your recruiter.
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This listing is sourced directly from Hinge Health's careers page and normalized into a canonical job model.