Senior Data Scientist
Hello HeartDigital Therapeutics company
Tel Aviv, IsraelSenior
Khosla Ventures
Stripes
IVP
BlueRun Ventures
Maven Ventures
Resolute Ventures
Data & AI
About the role
TL;DR
Develop and deploy predictive ML models for cardiovascular risk stratification.
- •Lead end-to-end development of predictive ML models.
- •Apply strong statistical foundations to model design, feature selection, uncertainty quantification, and interpretation of results.
- •Key Responsibilities Lead end-to-end development of predictive ML models.
- •Apply strong statistical foundations to model design, feature selection, uncertainty quantification, and interpretation of results.
- •Write production-grade Python code that is clean, tested, and built for maintainability and scale.
- •Requirements 5+ years of hands-on experience developing, deploying, and maintaining ML models in production environments.
- •Bachelor's degree in Statistics, Computer Science, Applied Mathematics, Engineering, or a related quantitative field.
- •Deep expertise in statistics and probability: distributions, inference, hypothesis testing, Bayesian methods, causal inference, and experimental design.
Required skills
Pythonscikit-learnA/B Testing
Nice-to-have skills
AWSDockerKubernetes
Domain expertise
healthcare
Tech stack
Pythonscikit-learnPandasNumPyAirflowAWSDockerKubernetes
