Spring Health

Manager, Data Science, Forecasting & Routing

Spring Health$183K — $205K *
Healthcare
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years of experience in data science, including 2+ years in a management role
  • Proficiency in building and deploying machine learning models in production
  • Foundational knowledge in statistical modeling and causal inference
  • Experience collaborating cross-functionally with product and engineering teams
  • Strong communication skills to influence non-technical stakeholders
  • Ability to manage projects with competing priorities
  • Prior experience in healthcare or risk-based business models
  • Familiarity with forecasting and time series modeling

Responsibilities

  • Lead and develop a team focused on utilization forecasting and care routing
  • Define and execute the data science strategy for improving forecasting accuracy
  • Build and implement forecasting models for care utilization
  • Develop routing algorithms to enhance member care pathways
  • Work with Product and Engineering to create scalable data systems
  • Collaborate with Actuarial and Finance teams to sync forecasts with business targets
  • Design experiments to assess interventions that affect member behavior

Benefits

  • Health, Dental, and Vision benefits effective on the first day
  • Employer-sponsored 401(k) match up to 2%
  • Yearly access to no-cost therapy and wellness visits for you and dependents
  • Comprehensive paid time off policies
  • Parental leave of 18 weeks for birthing parents and 16 weeks for non-birthing parents
  • Fertility care support and reimbursement for expenses up to $4,000
  • Access to fitness and wellness resources through Wellhub
  • Professional Development Reimbursement of up to $1,000 annually
  • $200 annual donation matching to support personal causes
Full Job Description
Reporting to the Director of Data Science and partnering closely with Product, Engineering, and Actuarial teams, the Manager of Data Science will lead a team responsible for forecasting care utilization and optimizing member routing decisions. This role will drive the development of decision systems that balance clinical outcomes with business economics, enabling sustainable growth of Spring Health's care models.

Please note that this is a hybrid role based in San Francisco, with an expectation to be in the office 2-3 days per week at our 44 Montgomery Street location. Candidates must be based in the San Francisco metro area or able to relocate independently within 90 days of their start date. Occasional travel will be required for team on-sites.

What you'll do:
  • Lead and develop a team of data scientists working on utilization forecasting and care routing optimization
  • Define and execute the data science roadmap supporting forecasting accuracy, experimentation, and decision systems
  • Build and productionize forecasting models that predict care utilization across customer lifecycle stages
  • Develop and iterate on routing algorithms and experimentation frameworks to influence member care pathways
  • Partner with Product and Engineering to translate models into scalable, real-time systems
  • Collaborate with Actuarial and Finance teams to align forecasts with pricing assumptions and business targets
  • Design and analyze experiments to evaluate interventions that shift member behavior and care utilization
  • Establish monitoring systems to detect deviations in utilization trends and trigger interventions
  • Communicate insights, risks, and trade-offs clearly to senior stakeholders
  • Ensure high standards for model quality, documentation, and reproducibility

What success looks like:
  • Forecast accuracy for care utilization within defined error thresholds across new and existing customers
  • Measurable improvement in gross margin driven by data science initiatives
  • Reduction in variance between expected and actual utilization levels
  • Experimentation velocity (e.g., number of experiments launched and evaluated per quarter)
  • Adoption rate of data-driven routing strategies in production systems
  • Stakeholder satisfaction with data science outputs and decision support
  • Team delivery reliability (projects completed on time and within scope)

What you'll bring:
  • 5+ years of experience in data science, with at least 2+ years managing teams
  • Experience building and deploying machine learning models in production environments
  • Strong foundation in statistical modeling, experimentation, and causal inference
  • Experience working cross-functionally with product and engineering teams to ship data products
  • Proven ability to translate ambiguous business problems into structured analytical solutions
  • Strong communication skills, with the ability to influence non-technical stakeholders
  • Experience managing projects with multiple stakeholders and competing priorities
  • Experience in healthcare, benefits, or risk-based business models
  • Experience with forecasting, time series modeling, or demand planning
  • Familiarity with experimentation platforms and behavioral interventions
  • Experience working on marketplace, routing, or recommendation systems
  • Experience with cost optimization or unit economics problems

The target base salary range for this position is $183,000 - $205,500, and is part of a competitive total rewards package including equity and benefits. Individual pay may vary from the target range and is determined by a number of factors including experience, location, internal pay equity, and other relevant business considerations. We review all employee pay and compensation programs annually using Radford Global Compensation Databaseat minimum to ensure competitive and fair pay.
Benefits provided by Spring Health:

Note: We have even more benefits than listed here and below, your recruiter will provide more in-depth information as you continue in the interview process. Benefits are subject to individual plan requirements and eligibility criteria.

  • Health, Dental, Vision benefits start on your first day at Spring. You and your dependents also receive access to One Medicalaccounts HSA and FSA plans are also available, with Spring contributing up to $1K for HSAs, depending on your plan type.
  • Employer sponsored 401(k) match of up to 2% for retirement planning
  • A yearly allotment of no cost visits to the Spring Health network of therapists, coaches, and medication management providers for you and your dependents.
  • We offer competitive paid time off policies including vacation, sick leave and company holidays.
  • At 6 months tenure with Spring, we offer parental leave of 18 weeks for birthing parents and 16 weeks for non-birthing parents.
  • Access to Noom, a weight management program-based in psychology, that's tailored to your unique needs and goals.
  • Access to fertility care support through Carrot, in addition to $4,000 reimbursement for related fertility expenses.
  • Access toWellhub, which connects employees to the best options for fitness, mindfulness, nutrition, and sleep in one subscription
  • Access to BrightHorizons, which provides sponsored child care, back-up care, and elder care
  • Up to $1,000 Professional Development Reimbursement a year.
  • $200 per year donation matching to support your favorite causes.


Not sure if you meet every requirement? Research shows that women and people from historically underrepresented communities often hesitate to apply for roles unless they meet every qualification compared to other similarly-qualified candidates. At Spring Health, we are committed to fostering a workplace where everyone feels valued, empowered, and supported to Thrive. If this role excites you, we encourage you to apply.

Our privacy policy: https://springhealth.com/privacy-policy/

About Spring Health

Spring Health is a mental health care company that provides employers with a comprehensive mental health solution for their employees. The company's platform uses AI and machine learning algorithms to match employees with the right mental health care provider and treatment plan. Spring Health's services include mental health assessments, therapy, medication management, and coaching. The company was founded in 2016 and is headquartered in New York, New York.
Learn more about Spring Health
Size
50 employees
Industry
Founded
2016

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