Healthcare Statistical Data Scientist
Tasks
- Analyze healthcare claims data
- Assess provider performance and network optimization
- Build feature engineering model training validation and monitoring pipelines
- Build risk adjustment and member stratification models
- Collaborate with clinicians and product teams to define problems
- Communicate analytics results to stakeholders
- Detect fraud waste and abuse
- Develop, train, and deploy machine learning models
- Forecast claims cost and utilization
- Translate domain knowledge into features and model strategies
Perks/Benefits
- N/A
Skills/Tech-stack
CI/CD | CPT | Claims Analysis | DRG | Data Mining | Deep learning | FHIR | Feature Engineering | Gradient boosting | HCPCS | HL7 | Healthcare Claims | Healthcare claims analysis | ICD-10 | MLOps | Machine Learning | Model Monitoring | Model Training | Model Validation | NDC | NLP | Probabilistic Modeling | PyTorch | Python | Risk scoring | SQL | Scikit-learn | TensorFlow | XGBoost
Education
N/A
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