Bayesian Health
Senior/Staff Machine Learning Data Scientist
Remote - US Only · Remote · Staff · Full-time · Posted Oct 22, 2025
- Experience
- 3+ years experience shipping ML based software products; Ph.D. in a relevant field is also required.
- Education
- Ph.D. in a relevant field
About the job
Develop, deploy, and improve machine learning models for clinical use, owning their effectiveness in production and communicating performance across technical and non-technical teams.
What you'll do
- Prototype and tune ML models and labeler systems based on clinical use cases.
- Write, debug, and deploy production-grade Python code to productionize models and improve ML systems.
- Evaluate and present model and product performance to internal and external audiences.
What they ask for
- Ph.D. in a relevant field plus 3+ years experience shipping ML based software products.
- Experience owning ML models from prototyping to production, especially real-time algorithms that update dynamically across time.
- Experience writing production-grade Python and SQL code to implement and evaluate ML models in production systems.
- Track record of using statistics and performance metrics to compare end-to-end ML and product performance.
Nice to have
- Experience shipping breakthrough or 0-1 products end to end and leveraging State-of-the-Art methods.
- Experience with messy clinical and health data, or any listed preferred technologies and methods.
Tools
Python, SQL, AWS, PyTorch, PySpark, HL7, FHIR, EHR
AI focus
Build and operate clinical machine learning models and labeler systems, including real-time algorithms that update dynamically over time.
Model-written summary · the original posting is authoritative