
Medical Model Fine-Tuning Expert
1 week ago
In this project, you will be working on projects to refine and optimize large language models (like ChatGPT) using your strong medical knowledge and diagnostic abilities in various fields of medicine.
The ideal candidate should have a deep understanding of medical concepts, particularly at the level required for medical school or professional practice.
- Diagnostic Analysis: Review complex cases, analyze symptoms, and propose diagnoses with supporting explanations and imaging.
- Medical Pathophysiology: Explain disease mechanisms using diagrams, charts, and simulations.
- Clinical Decision-Making: Manage patient scenarios by interpreting lab results and imaging, and explaining treatment choices.
- Clinical Case Review & Annotation: Analyze multi-turn patient–clinician dialogues covering emergencies, chronic disease management, preventive care, and more. Assign rubric-based scores (e.g., accuracy, triage appropriateness, guideline adherence, empathy) to model responses.
- Quality Assurance & Guidelines Compliance: Ensure all content aligns with up-to-date clinical guidelines (e.g., WHO, NIH, specialty societies). Flag any safety or ethical concerns (e.g., inappropriate triage advice).
You will break down complex medical cases into clear, patient-centric explanations and ensure AI outputs meet rigorous standards of accuracy, safety, and empathy.
About This RoleThis is an opportunity to work on refining and optimizing large language models using your medical expertise.
We are looking for a Medical Model Fine-Tuning Specialist who can bring their strong medical knowledge and diagnostic abilities to this role.
Key Responsibilities- Review complex medical cases and analyze symptoms to propose diagnoses.
- Explain disease mechanisms using diagrams, charts, and simulations.
- Manage patient scenarios by interpreting lab results and imaging, and explaining treatment choices.
- Analyze multi-turn patient–clinician dialogues and assign rubric-based scores to model responses.
- Ensure all content aligns with up-to-date clinical guidelines and flag any safety or ethical concerns.
As a Medical Model Fine-Tuning Specialist, you will have the opportunity to work on refining and optimizing large language models using your medical expertise.
You will break down complex medical cases into clear, patient-centric explanations and ensure AI outputs meet rigorous standards of accuracy, safety, and empathy.
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