Headway
Headway
Headway este o companie de tehnologie medicală care operează o platformă pentru servicii de sănătate mintală bazată pe asigurări. Platforma conectează oamenii cu terapeuți și psihiatri autorizați pentru consultații în persoană și online, ajutându-i să găsească furnizori în funcție de specializare, locație și acoperirea asigurării. Headway gestionează, de asemenea, verificarea asigurării și facturarea și le oferă furnizorilor instrumente precum un portal dedicat și un sistem de dosare medicale electronice conceput pentru asigurări, reducând astfel volumul de muncă administrativă. Compania colaborează cu peste 100 de planuri de asigurare, sprijină furnizarea serviciilor în mai multe limbi și urmărește să facă serviciile de sănătate mintală din rețea mai accesibile și mai convenabile ca preț. Echipa Headway lucrează la produse din domeniul sănătății, marketplace și SaaS, iar oportunitățile de angajare se concentrează pe tehnologie și servicii care îmbunătățesc accesul la îngrijirea sănătății mintale și comportamentale.

Senior Data Scientist

Partner with product teams to turn healthcare data into experiments, causal insights, and predictive models. Help improve provider and patient experiences across Headway’s mental healthcare platform.

Descriere

  • Partner with a cross-functional product pod on analytics.
  • Work with Product, Engineering, Design, Operations, and Clinical teams to define questions, metrics, guardrails, and decision rules.
  • Design and analyze A/B tests and quasi-experiments, setting hypotheses, considering statistical power, and defining success criteria in advance.
  • Use funnel, cohort, segmentation, and lifecycle analyses to link user behavior with strategy.
  • Apply causal inference methods, including difference-in-differences, matching, and regression-based approaches.
  • Build predictive models, from feature development and validation through backtesting, calibration, launch criteria, and monitoring plans.
  • Present clear analyses and narratives that communicate uncertainty and support action.
  • Help establish shared standards for metrics, experimentation, and analytical quality.
  • Contribute data science work across the Patient, Payer & Outcomes, and Provider pillars, including ranking, matching, propensity, lifetime value, attribution, forecasting, churn, and incentive-response models.

Cerințe

  • Bring at least 6 years of experience using data to guide product or business decisions in product, growth, healthcare, engineering, or operations settings.
  • Have strong SQL skills.
  • Use Python or R proficiently for analysis and modeling.
  • Bring deep experience with experimentation and causal inference in real-world settings.
  • Be fluent with AI tools, including large language models and coding assistants.
  • Have practical modeling experience spanning feature engineering, model comparison, cross-validation or backtesting, calibration, and post-launch monitoring.
  • Show strong product judgment and a record of linking analytics recommendations to measurable outcomes.
  • Explain complex work clearly to non-technical audiences.
  • Work independently, prioritize effectively, and follow through without extensive oversight.
  • Be motivated to improve access to and affordability of mental healthcare.
  • Be authorized to work in the United States for any employer.
  • Address visa sponsorship requirements associated with employment visa status.

Beneficii

  • Equity compensation.
  • Medical, dental, and vision coverage.
  • Health Savings Account and Flexible Spending Account options.
  • 401(k) plan.
  • Work-from-home stipend.
  • Therapy reimbursement.
  • 16 weeks of parental leave for eligible employees.
  • Annual Carrot Fertility reimbursement and membership.
  • 13 paid holidays per year.
  • Holiday break during the week between December 25 and December 31.
  • Flexible paid time off.
  • Employee Assistance Program.
  • Training and professional development.
  • Health and wellness benefits.
  • Retirement savings plan.
  • Equity offering meaningful ownership opportunities.

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