Principal Scientist, Data Science
US159 NJ Titusville - 1125 Trenton-Harbourton Rd, United States
USD 117K-201K Senior-level Full Time
Tasks
- Adapt LLMs for RWD structured extraction
- Build ML models for RWD feasibility
- Build RWD calibrated stochastic simulations
- Coach and mentor colleagues
- Communicate RWD methods and results
- Construct RWD cohorts and external controls
- Develop multi objective optimization solutions
- Harmonize concepts to standard vocabularies
- Lead RWD analytics
Perks/Benefits
- N/A
Skills/Tech-stack
CI/CD | Claims data | Clinical Registries | Data Privacy | Data Quality | Data Quality Management | Deidentification | Dspy | EHR | Evolutionary Algorithms | Git | Integer Programming | Integer linear programming | Kedro | Langchain | Language Models | Language Processing | Large Language Models | Linear Programming | MLflow | Machine Learning | Mixed Integer | Mixed-Integer Linear Programming | Mixed-Integer Programming | Multi-Objective Optimization | Natural Language | Natural Language Processing | Objective optimization | Optuna | PyTorch | Pymc | Python | Quality management | Reinforcement Learning | SQL | Scikit-learn | Series forecasting | Stochastic Simulation | Time Series | Time Series Forecasting | XGBoost
Education
Roles
Data Scientist | Principal | Principal Scientist | Scientist
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