Data Scientist
Core
Develop AI-driven healthcare enterprise applications by analyzing large datasets to uncover opportunities for product and process optimization.
Role type
Senior IC Data Scientist (Healthcare AI/ML)
Builds
AI-driven healthcare enterprise applications, data models, and reporting systems
Domain
Healthcare + Machine Learning / Deep Learning
Deliverable
production ML models | product features
Required skills
Python (Pandas, NumPy, SciPy, Matplotlib), Advanced SQL, ML algorithms (SVM, CART, Bagging, Boosting), Text mining, Prompt engineering, GenAI, AWS services (Lambda, EC2, EMR, S3, Athena, Batch, Textract, Comprehend), Probability and statistics, OOP, Serverless application development
Preferred skills
Healthcare payment integrity, Claims processing, Relational and NoSQL database design, ML orchestration, CI/CD for ML, Reinforcement learning, Graph neural networks, Federated learning, BI tools (Quicksight, Power BI), Mentoring
Technologies
Python, SQL, AWS, Pandas, NumPy, SciPy, Matplotlib, SVM, CART, Bagging, Boosting, GenAI, Lambda, EC2, EMR, S3, Athena, Batch, Textract, Comprehend
Responsibilities
Translate business challenges into analytical solutions; Analyze complex datasets to uncover trends and actionable insights; Design, build, and maintain data models and reporting systems using ML/DL; Evaluate and report on model performance and business impact; Identify opportunities for product and process improvements using advanced analytics; Ensure accuracy and reliability of data-driven solutions through testing and validation
Seniority
Senior, hands-on IC
