(Senior) Scientist, Computing & Intelligence, IAIC
Core
Research Scientist adapting and optimizing open AI models for healthcare decision support, focusing on chronic disease tracking, risk stratification, and medication management.
Role type
Senior IC machine-learning scientist (healthcare AI)
Builds
Production-ready AI models and evaluation pipelines for clinical tasks
Domain
Healthcare + Large Language Models (LLMs)
Deliverable
production ML models
Required skills
Python, PyTorch, Hugging Face Transformers, LLM fine-tuning, prompt engineering, retrieval-augmented generation, clinical data processing, model evaluation, responsible AI practices
Preferred skills
Clinical NLP, medical LLMs, FHIR/EMR data, synthetic data generation, chronic disease management, GPU-based training optimization
Technologies
PyTorch, Hugging Face Transformers, vLLM
Responsibilities
Prepare model-ready datasets from clinical vignettes and longitudinal records; Develop and run fine-tuning and alignment experiments for GP-oriented tasks; Implement evaluation scripts for guideline adherence and safety; Support multimodal and longitudinal data modelling; Collaborate with clinical teams to translate requirements into model tasks; Document experiments and model cards.
