Principal Data Scientist
Core
Lead algorithm development for oncology-based digital pathology AI models (DPAI) to predict clinical outcomes and pathological features, leveraging large multi-modal oncology databases.
Role type
Principal Data Scientist (Technical Lead)
Builds
Diagnostic AI products for cancer care
Domain
Oncology / Digital Pathology / AI
Deliverable
production ML models
Required skills
Python, computer vision, statistical analysis, survival modelling, multivariate regression, cloud computing (AWS), technical leadership, project management
Preferred skills
regulated diagnostic environment experience (LDT/IVD), real-world clinical data experience
Technologies
WSI, open-source AI foundation models, AWS
Responsibilities
Develop DPAI models using WSI data ensuring biological explainability; identify data sources and lead annotation efforts; analyze complex ML problems and delegate tasks to junior members; collaborate with clinical and business partners to tailor algorithms; partner with bioinformatics and medical experts for publications; coordinate with medical experts to identify research questions and datasets.
Seniority
Principal, hands-on IC with technical leadership