Data Scientist
Core
Lead data science research efforts for a breast cancer program, managing projects and developing frameworks for multi-modal clinical data including genomic, pathology, and radiographic imaging.
Role type
Senior IC data scientist (genomic & clinical ML)
Builds
Data processing pipelines, statistical models, and reproducible analysis frameworks for cancer research
Domain
Healthcare / Oncology / Genomics
Deliverable
production ML models | research
Required skills
Machine learning, statistical inference, data processing pipelines, genomic data analysis, Python, data dictionary development
Preferred skills
PyTorch, scikit-learn, large language models, image data processing, unstructured text data processing
Technologies
Python, PyTorch, scikit-learn, Linux/Ubuntu, tmux, SLURM
Responsibilities
Manage research projects, develop frameworks for multi-modal clinical data, write and implement efficient code and ML tools, draft grant proposals, supervise trainees, calibrate complex research and administrative datasets, design and evaluate statistical models
Seniority
Senior, hands-on IC
