ppAt Johnson Johnson,we believe health is everything. Our strength in healthcare innovation empowers us to build aworld where complex diseases are prevented, treated, and cured,where treatments are smarter and less invasive, andsolutions are personal.Through our expertise in Innovative Medicine and MedTech, we are uniquely positioned to innovate across the full spectrum of healthcare solutions today to deliver the breakthroughs of tomorrow, and profoundly impact health for humanity.Learn more at jnj.com /ppAs guided by Our Credo, Johnson Johnson is responsible to our employees who work with us throughout the world. We provide an inclusive work environment where each person is considered as an individual. At Johnson Johnson, we respect the diversity and dignity of our employees and recognize their merit. /ph3Job details /h3ulliJob Function: Data Analytics Computational Sciences /liliJob Sub Function: Data Science /liliJob Category: Scientific/Technology /liliAll Job Posting Locations: Barcelona, Spain, Cambridge, Massachusetts, United States of America, Madrid, Spain, Spring House, Pennsylvania, United States of America, Titusville, New Jersey, United States of America /li /ulh3Job Description /h3pJJ Innovative Medicine – Data, Data Science, and AI - Global Development (DDSAI GD) is recruiting a Principal Scientist. The ideal candidate will leverage, adapt, and extend machine learning (ML), optimization techniques, and GenAI techniques to create computational pipelines supporting general clinical operations including enrollment forecasting, cost estimation and optimization, and country/site selection. /ppJJ Innovative Medicine develops treatments that improve the health of people worldwide. Research and development areas encompass oncology, cardiovascular and metabolic disorders, immunology, pulmonary hypertension, neuroscience, and infectious disease. Our goal is to help people live longer, healthier lives.



We have produced and marketed many first-in-class prescription medications and are poised to serve the broad needs of the healthcare market – from patients to practitioners and from clinics to hospitals. To learn more about JJ Innovative Medicine, visit /ph3Key responsibilities /h3ulliConceive, develop, and implement ML, multi-objective optimization, GenAI solutions to support clinical trial operations. /liliLeverage operational, RWD, and cost data to build ML predictive models and optimization engines to 1) predict outcomes of interest, 2) highlight tradeoffs between competing objectives, 3) recommend optimal operational scenarios, and 4) generate actionable insights, enabling early intervention and risk management. /liliAdapt large language models (LLMs) for tailored information extraction and to create solutions including conducting comparative analytics on clinical trial protocols and trial similarity assessment, /liliclinical trial data harmonization and standardization, /lilischedule of activity optimization, and /lilieligibility criteria evaluation, /liliStochastic enrollment simulations to forecast operational and patient journey outcomes including enrollment and study completion. /liliClearly articulate highly technical methods and results to diverse audiences and partners to drive decision-making. /liliCoaches and trains junior colleagues in techniques, processes, and responsibilities. /li /ulh3Required qualifications /h3ulliA Ph.D. degree in a quantitative discipline (e.g., computer science, electrical and computer engineering, biostatistics, health economics, biomedical informatics, applied mathematics, or similar),



/lili5+ years of industry experience delivering on data science projects using ML predictive modeling, multi-objective optimization, natural language processing, and GenAI. /liliHands-on experience with multi-modal ML predictive modeling and stochastic simulations for time-series forecasting. /liliExperience building multi-objective optimization engines to navigate complex trade-offs using evolutionary algorithms, reinforcement learning, or mixed-integer linear programming. /liliExperience with GenAI and clinical LLMs for document parsing and clinical concept disambiguation and harmonization. /liliProficient in MLOps practices and tools (MLflow, Kedro); Git usage, CI/CD stacks (Jenkins, GitLab) DevOps tools. /liliProficiency with programming languages Python and SQL, /liliExperience with python LLM tools (e.g., DSPy, LangChain), optimization tools (e.g., pymoo) and ML tools (e.g., Scikit-learn, XGBoost, Optuna, PyMc), /liliDemonstrated experience and familiarity with clinical operational data, real world data, electronic health records and claims, and financial data. /li /ulh3Preferred qualifications /h3ulliPrior experience in a data science AI/ML role in healthcare, MedTech, and pharmaceutical industries. /liliHand-on experience utilizing clinical trial protocols, registry, cost data, CTMS, EDC and/or EHR to build ML models for estimating operational outcomes or RWE outcomes. /li /ulh3Required Skills /h3h3Preferred Skills /h3ulliAdvanced Analytics, Coaching, Critical Thinking, Data Analysis, Data Privacy Standards, Data Quality, Data Reporting, Data Savvy, Data Science, Data Visualization, Digital Fluency, Econometric Models, Organizing, Process Improvements, Strategic Thinking, Technical Credibility, Workflow Analysis /li /ulpThe anticipated base pay range for this position is : /pp$117,000.00 - $201,250.00 /ppAdditional Description for Pay Transparency: /p /p #J-18808-Ljbffr

📌 Principal Scientist Data Science (Barcelona)
🏢 Johnson & Johnson Innovative Medicine
📍 Barcelona