Principal Scientist Data Science
US338 MA Cambridge - 320 Bent St, United States
USD 117K-201K Senior-level Full Time
Tasks
- Adapt large language models for information extraction
- Build predictive models using operational real world and cost data
- Coach and train junior colleagues
- Communicate technical results to diverse audiences
- Create optimization engines for operational scenarios
- Develop and implement machine learning solutions for clinical trial operations
- Evaluate eligibility criteria using AI
- Harmonize and standardize clinical trial data
- Optimize activity schedules
- Perform clinical trial protocol analytics and trial similarity assessment
- Run stochastic enrollment simulations for forecasting
Perks/Benefits
Skills/Tech-stack
CI/CD | CTMS | Claims data | Dspy | EDC | Electronic Health Records | Evolutionary Algorithms | Generative AI | Git | GitLab | Health Records | Integer linear programming | Jenkins | Kedro | Langchain | Language Models | Language Processing | Large Language Models | Linear Programming | MLOps | MLflow | Machine Learning | Mixed Integer | Mixed-Integer Linear Programming | Multi-Objective Optimization | Multimodal Machine Learning | Natural Language | Natural Language Processing | Objective optimization | Optuna | Pymc | Pymoo | Pyomo | Python | Real-World Evidence | Reinforcement Learning | SQL | Scikit-learn | Series forecasting | Stochastic Simulation | Time Series | Time Series Forecasting | XGBoost
Education
Roles
Data Scientist | Principal | Principal Scientist | Scientist
Regions
Countries
States
Cities
Language: en
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