Sr Analyst, Data Scientist
Core
Research, develop, and operationalize advanced machine learning and statistical solutions to improve pharmaceutical development and manufacturing processes.
Role type
Senior IC data scientist (pharma analytics & ML)
Builds
Scalable ML models and applications for quantitative analytics, predictive modeling, and computer vision in pharma R&D and manufacturing. (via careerplan.io/jobs/R0054725-1-sr-analyst-data-scientist-at-gilead)
Domain
Pharmaceutical development and manufacturing
Deliverable
production ML models
Required skills
Python programming, advanced statistical modeling, machine learning frameworks, computer vision (classical & deep learning), data pipeline architecture, model lifecycle management, code review and testing
Preferred skills
Experience in pharmaceutical development or regulated scientific environments
Technologies
Python, machine learning frameworks, computer vision libraries
Responsibilities
Research and develop ML algorithms for pharma processes; manage full ML model lifecycle from requirements to deployment; support end-to-end application development; translate scientific challenges into data solutions; apply ML best practices and model governance; collaborate with multidisciplinary teams; promote data-driven culture; communicate complex model results to stakeholders
