Manager, Data Scientist - Eso
Pittsburgh, Pennsylvania
R
USD 86K-150K (estimate) Mid-level Full Time
Tasks
- Build end to end machine learning delivery pipeline
- Curate datasets from healthcare data sources
- Deploy models with CI/CD
- Design features and perform model validation
- Ensure reproducibility and model versioning
- Explain results and recommendations to stakeholders
- Integrate machine learning models into dashboards and real time analytics
- Maintain audit-ready documentation
- Mentor team on coding testing and deployment standards
- Monitor model performance and drift
- Partner with clinicians and product owners on outcomes and validation plans
- Perform bias and fairness checks
- Serve models via containers
- Tune model performance and rollout
Perks/Benefits
Skills/Tech-stack
Bias/fairness | Business Intelligence | CI/CD | CI/CD deployment | Containerization | Data Curation | Data Visualization | Data pipeline | Drift Detection | Feature Engineering | Generative AI | HIPAA | Healthcare Data | JavaScript | Machine Learning | Model Evaluation | Model Monitoring | Model Serving | Model Validation | Observability | Performance Tuning | Phi | Python | R | Real Time | Real-time analytics | Reproducibility | SAS | SQL | Statistics | Version control
Education
Roles
Data Scientist | Engineer | Learning Engineer | ML Engineer | Machine Learning Engineer | Scientist
Regions
Countries
States
Cities
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