Sr Data Scientist Prod Ai&Ml

Johnson U0026 Johnson
Madrid, Spain
3 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience required
2 years minimum
Working hours
Regular working hours

Tech stack

Artificial Intelligence Application Frameworks Health Informatics Python (Programming Language) Machine Learning Operational Data Store Standard Sql Large Language Models Information Technology Data Analytics

Job description

Experteer Overview In this role you will advance data-driven clinical operations using GenAI, ML, and NLP.You’ll adapt models to support enrollment forecasting, cost optimization, and site selection across therapeutic areas.You’ll build pipelines, fine-tune LLMs, and translate complex methods for diverse stakeholders.This is a chance to shape AI-enabled clinical operations within a leading healthcare innovator.Compensaciones / Beneficios * Conceive, develop, and implement GenAI and ML solutions to support clinical trial operations * Fine-tune and adapt large language models (LLMs) for protocol analytics, trial similarity, data harmonization, and eligibility evaluation * Use operational data and optimization techniques to create tools for scenario development with cost and enrollment optimization and real-world data insights * Contribute to patient modeling and enrollment simulations for accurate enrollment projections * Communicate technical methods and results clearly to diverse audiences to drive decision-making Responsabilidades * Ph.D. in a quantitative discipline (e.g., computer science, statistics, biostatistics, health economics, biomedical informatics, epidemiology, applied mathematics) * 2+ years of industry experience delivering Data Science projects (predictive technologies, forecasting, optimization, NLP/AI/ML) * Hands-on experience with LLM application frameworks and tools (e.g., DSPy, LangChain) and clinical/medical LLMs and fine-tuning * Proficiency in Python and SQL * Passion for data-driven scientific innovation * Excellent interpersonal, communication, and presentation skills Requisitos principales *

Requirements

Compensaciones / Beneficios * Conceive, develop, and implement GenAI and ML solutions to support clinical trial operations * Fine-tune and adapt large language models (LLMs) for protocol analytics, trial similarity, data harmonization, and eligibility evaluation * Use operational data and optimization techniques to create tools for scenario development with cost and enrollment optimization and real-world data insights * Contribute to patient modeling and enrollment simulations for accurate enrollment projections * Communicate technical methods and results clearly to diverse audiences to drive decision-making Responsabilidades * Ph.D. in a quantitative discipline (e.g., computer science, statistics, biostatistics, health economics, biomedical informatics, epidemiology, applied mathematics) * 2+ years of industry experience delivering Data Science projects (predictive technologies, forecasting, optimization, NLP/AI/ML) * Hands-on experience with LLM application frameworks and tools (e.g., DSPy, LangChain) and clinical/medical LLMs and fine-tuning * Proficiency in Python and SQL * Passion for data-driven scientific innovation * Excellent interpersonal, communication, and presentation skills Requisitos principales *

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