Health Expert Lead, Gemini Data, DeepMind

Requirements

  • Master's degree in a Health-related field (e.g., Medicine, Public Health, Biomedical Informatics), or equivalent practical experience.
  • Experience measuring the performance of Large Language Models (LLMs) or generative AI tools and optimizing them for healthcare or clinical use cases.

Nice to Haves

  • Experience breaking down clinical workflows into concrete tasks, evaluation rubrics, and quality standards.
  • Experience prioritizing AI capabilities and collaborating closely with cross-functional technical partners to unlock value for healthcare professionals.
  • Demonstrated dual expertise bridging healthcare and AI, such as transitioning from a clinical practitioner into a technical machine learning role, or vice versa.
  • Strong technical capabilities evaluating machine learning models, and applying Large Language Models to complex health workflows.

What You'll Be Doing

  • Set the Health data strategy by mapping clinical workflows into a use-case taxonomy, and partnering with research to prioritize capabilities, data coverage, and sourcing pipelines.
  • Create high-quality Health data by designing tasks and rubrics, and QA-ing datasets from vendors, customers, and synthetic pipelines for correctness, realism, and coverage.
  • Steer data priorities using model failures by reproducing reported losses and stress-testing checkpoints on real workflows to identify missing clinical knowledge and false assumptions.
  • Build Health evaluations by assessing industry benchmarks to measure data strategy success, and advise cross-team evaluation efforts on clinical coverage and realism.
  • Scale expertise by recruiting and guiding Subject Matter Expert (SMEs), acting as the domain authority to enforce vendor quality, and converting expert contributions into usable training data.

Perks and Benefits

  • Competitive salary (France: €130,000 - €133,000 + 20% bonus target; US: $207,000 - $300,000 + 20% bonus target) plus equity and benefits.
  • Opportunity to work at a pioneering AI lab focused on advancing AI for global challenges and scientific discovery.
  • Access to diverse learning opportunities and varied career pathways within global teams.
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