Staff Data Scientist, Ai/ml

Doximity Doximity · Vertical AI · United States · Remote · Data

Staff Data Scientist at Doximity focused on optimizing, tuning, and evaluating AI products for medical professionals. The role involves leveraging extensive datasets, designing and training large-scale models using frameworks like PyTorch or TensorFlow, and applying advanced machine learning techniques including LLM fine-tuning methods (SFT, DPO, RFT). The position requires strong statistical concepts, advanced SQL and Python skills, and experience with distributed data processing.

What you'd actually do

  1. Leverage Doximity's extensive datasets to optimize, tune and evaluate AI products for medical professionals on our platform.
  2. Play a key role in creating both product and client-facing analytics.
  3. Inform data team strategy by working with the product leaders and managers. Actively participate in execution and some planning of organizational data team strategy.
  4. Collaborate with a team of product managers, analysts, and other developers to define and lead data projects from data ingestion to analysis to recommendations.

Skills

Required

  • Advanced knowledge of statistical concepts
  • Deep understanding of modern machine learning techniques
  • Proven ability to design, train, and evaluate large-scale models
  • Advanced SQL proficiency
  • Advanced Python skills
  • Hands-on experience with distributed data processing tools and concepts
  • Excellent data visualization and storytelling abilities

Nice to have

  • Curious, fast learner with a demonstrated passion for data, continuous learning, and staying current with advances in machine learning research.

What the JD emphasized

  • At least 5 years of professional experience
  • Proven ability to design, train, and evaluate large-scale models

Other signals

  • optimize, tune and evaluate AI products
  • design, train, and evaluate large-scale models
  • LLM fine-tuning methods