Staff Data Scientist, AI/ML
Core
Optimizing AI products and creating analytics for medical professionals on Doximity's platform using extensive healthcare datasets.
Role type
Staff Data Scientist (AI/ML)
Builds
AI products and client-facing analytics for physicians and medical professionals
Domain
Healthcare technology / Large Language Models (LLM)
Deliverable
production ML models | product features
Required skills
Deep learning architectures, reinforcement learning, LLM fine-tuning (SFT, DPO, RFT), PyTorch, TensorFlow, Advanced SQL, Python (OOP, production-grade), Distributed data processing, Statistical concepts (EDA, experimental design, probability)
Preferred skills
Data visualization and storytelling
Technologies
PyTorch, TensorFlow, SQL, Python, UNIX CLI, Git, Github
Responsibilities
Leverage datasets to optimize, tune, and evaluate AI products; Create product and client-facing analytics; Inform data team strategy with product leaders; Lead data projects from ingestion to analysis to recommendations
Seniority
Staff, hands-on IC with strategy influence