Principal Data Scientist, AI & Clinical Ops Analytics

6084-Janssen Research & Development, LLC Legal Entity; Cambridge (MA); On-site; USD 117,000 - 201,000; Full time

Job summary

Johnson & Johnson is seeking a Principal Scientist to advance ML, GenAI, and optimization for global clinical operations at their Cambridge site. You will design computational pipelines for enrollment forecasting, cost estimation, and site selection, leveraging RWD and trial data.

The role emphasizes cross-functional communication and mentorship. Required are a PhD and 5+ years in data science with NLP/GenAI, multi-modal modeling, and MLops.

Qualifications

• PhD in a quantitative field with 5+ years delivering data science projects.
• Experience with ML, NLP, GenAI, and multi-modal modeling in healthcare.
• Strong Python/SQL, ML ops, and version control experience.

Responsibilities

• Conceive, develop, and implement ML, optimization, and GenAI solutions for clinical operations.
• Build ML models using RWD, cost data, and time-series forecasts to optimize outcomes.
• Adapt LLMs for information extraction and clinical protocol analyses.
• Communicate methods and results clearly to diverse stakeholders.

Skills

Advanced Analytics

Data Analysis

Data Science

Data Visualization

Python

SQL

ML Tools

LangChain

DSPy

pymoo

Scikit-learn

XGBoost

Optuna

PyMc

Education

Ph.D. in quantitative discipline

Tools

MLflow

Kedro

Git/GitLab

Jenkins

CI/CD

LangChain

DSPy

Python

SQL

pymoo

Scikit-learn

XGBoost

Optuna

Job description

Johnson & Johnson is seeking a Principal Scientist to advance ML, GenAI, and optimization for global clinical operations at their Cambridge site. You will design computational pipelines for enrollment forecasting, cost estimation, and site selection, leveraging RWD and trial data.

The role emphasizes cross-functional communication and mentorship. Required are a PhD and 5+ years in data science with NLP/GenAI, multi-modal modeling, and MLops.