Postdoc: AI/ML & Optimization for Clinical Operations

Johnson & Johnson Co.; Cambridge (MA); In loco; USD 90.000 - 140.000; Tempo pieno

Descrizione del lavoro

Johnson & Johnson Innovative Medicine seeks a Postdoctoral Scientist in AI/ML and Optimization to develop computational solutions supporting global clinical operations, including enrollment forecasting, cost estimation, and country/site selection. You will work with data scientists, engineers, and clinical-development partners to advance trial efficiency and outcomes.

The role emphasizes machine learning, GenAI, and optimization, with emphasis on real-world data, RWD, and regulatory

Competenze

• A Ph.D. degree, completed or expected before the start date, in computer science, statistics, biostatistics, biomedical informatics, epidemiology, health economics, applied mathematics, engineering, or another quantitative discipline.

Mansioni

• Conduct research, build, test, and improve ML, GenAI, optimization pipelines for clinical development and trial operations.

Conoscenze

Python

SQL

GenAI

ML

Time-series

Optimization

Formazione

PhD in a quantitative discipline

Strumenti

DSPy/LangChain

pymoo

Scikit-learn

XGBoost

Optuna

PyMc

Descrizione del lavoro

Johnson & Johnson Innovative Medicine seeks a Postdoctoral Scientist in AI/ML and Optimization to develop computational solutions supporting global clinical operations, including enrollment forecasting, cost estimation, and country/site selection. You will work with data scientists, engineers, and clinical-development partners to advance trial efficiency and outcomes.

The role emphasizes machine learning, GenAI, and optimization, with emphasis on real-world data, RWD, and regulatory