Data Scientist with Python and SQL expertise
Core
End-to-end data science and machine learning problem solving for product strategy, pricing, and operational enhancements in a mail-order pharmacy context.
Role type
Senior IC data scientist (machine learning)
Builds
Production ML models, A/B testing frameworks, and data-driven product/operational recommendations
Domain
Healthcare / Pharmacy / Retail
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python (Pandas, Scikit-learn, PyTorch, TensorFlow), SQL, statistical modeling, machine learning, feature engineering, A/B testing design, data visualization, CI/CD pipelines, distributed data systems, security compliance (HIPAA)
Preferred skills
Event-driven systems, asynchronous processing (queues, streaming), NoSQL databases
Technologies
AWS (S3, compute, storage), GitHub Actions, Tableau, PowerBI, Matplotlib, Seaborn, PyTorch, TensorFlow, Pandas, Scikit-learn
Responsibilities
Define issues and explore data to develop models evaluating business impact; Transform analytical results into actionable recommendations for product choices and pricing; Plan and assess controlled experiments (A/B testing); Examine large healthcare and transactional datasets to discover patterns; Create machine learning solutions involving feature engineering and training workflows; Implement and comply with security best practices and HIPAA regulations; Set up monitoring for model performance and data shifts; Partner with engineering teams for model deployment and production system integration.
Seniority
Senior, hands-on IC
