The Data Scientist for Foundational Model Science is the senior technical leader responsible for designing, training, and governing Mayo's multimodal foundational model.
Requirements
- Design multimodal foundational model architectures
- Develop fusion, alignment, and cross-modal reasoning mechanisms
- Establish protocols for model lifecycle governance
- Train large-scale deep learning models
- Fine-tune and adapt large language models
- Build retrieval-augmented pipelines
- Develop evaluation methods for reasoning quality
- Create reference-grounded training datasets
- Conduct hands-on experimentation with optimization strategies
- Implement uncertainty modeling
- Build interpretable reasoning pathways
- Work closely with the Representation team
- Partner with clinical SMEs to encode domain reasoning into reinforcement learning
- Serve as the future founding technical lead of the Foundational Model Science Program
- Mentor scientists and engineers
Benefits
- Medical
- Dental
- Vision
- Pre-Tax Savings
- Retirement