Applied Healthcare Researcher
Tasks
- Analyze source dataset schemas
- Assess data limitations and biases
- Build evidence with benchmarks and validation
- Collaborate with cross functional teams on sourcing and tooling
- Create reusable research collateral
- Design dataset evaluation plans
- Develop and evaluate ML methods
- Evaluate healthcare variable and label feasibility
- Operationalize repeatable data workflows
- Partner with healthcare customers
- Run feasibility research
- Translate model goals into data strategies
Perks/Benefits
- N/A
Skills/Tech-stack
Benchmarking | Classification | Data Quality | Data evaluation | Dataset Representativeness | Error Analysis | Fine Tuning | Healthcare Data | Information Extraction | Language Models | Large Language Models | Machine Learning | Prediction | Python | SQL | Validation Analysis
Education
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