Sword Health
Sword Health is the world’s fastest growing virtual MSK care provider, on a mission to free two billion people from pain
Head of Data – Predict
Location
United States
Posted
31 days ago
Salary
$217K - $341K / year
Bachelor Degree5 yrs expEnglishAirflowPandasPythonScikit LearnSpark
Job Description
• Design, build, and refine machine learning models that identify members at high risk for costly MSK interventions using claims, EMR, and enriched external data.
• Own the technical architecture for Predict's data pipelines, ensuring reliable ingestion, transformation, and delivery of healthcare data at scale.
• Establish and maintain ML ops practices—model versioning, monitoring, retraining pipelines, and performance tracking.
• Conduct rigorous analysis of algorithm performance, cost curve impact, and ROI delivered to clients.
• Stay current on healthcare data standards, regulatory requirements, and industry best practices.
• Work closely and collaboratively with Sword’s Data team to ensure Predict’s work is embedded within the Tech team’s overall infrastructure and best practices.
• Manage, mentor, and grow a team of data scientists and data engineers.
• Set clear goals, provide regular feedback, and create development opportunities for each team member.
• Foster a culture of intellectual rigor, collaboration, and continuous improvement.
• Hire additional team members as Predict scales.
• Serve as Predict's technical subject matter expert in client meetings, sales cycles, and implementation discussions.
• Translate complex data science concepts into clear, compelling narratives for non-technical audiences.
• Partner with customer success and sales teams to demonstrate Predict's value proposition and build client confidence.
• Support business reviews, QBRs, and strategic discussions with data-driven insights alongside our Health Economics & Customer Insights team.
• Work closely with product and engineering teams to align Predict's technical roadmap with platform strategy.
• Collaborate with health economics to validate clinical and financial outcomes.
• Partner with data access and integration teams to expand the data assets available for Predict models.
Job Requirements
- 5-7 years of experience in data science, machine learning engineering, or a related technical field.
- 2+ years of experience managing technical teams, with a track record of developing talent and delivering results through others.
- Expertise in healthcare data, particularly medical and pharmacy claims data; experience with EMR data is highly valued.
- Strong foundation in machine learning techniques (e.g., gradient boosting, random forests, logistic regression, survival analysis) and their application to real-world problems—deep learning or transformer experience is not required.
- Proficiency in Python and the modern data science stack (pandas, scikit-learn, etc.).
- Experience building and maintaining production data pipelines using tools like Airflow, dbt, Spark, or similar.
- Familiarity with ML ops practices—model deployment, monitoring, versioning, and lifecycle management.
- Excellent communication skills with the ability to explain technical concepts to non-technical stakeholders and represent the team in client-facing settings.
- Based in the United States with eligibility to work without sponsorship.
Benefits
- Comprehensive health, dental and vision insurance*
- Life and AD&D Insurance*
- Financial advisory services*
- Supplemental Insurance Benefits (Accident, Hospital and Critical Illness)*
- Health Savings Account*
- Equity shares*
- Discretionary PTO plan*
- Parental leave*
- 401(k)
- Flexible working hours
- Remote-first company
- Paid company holidays
- Free digital therapist for you and your family
- Eligibility: Full-time employees regularly working 25+ hours per week
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