AI Research Engineer
Core
Developing foundation models and downstream AI applications for breast cancer detection and risk assessment using medical imaging.
Role type
Senior AI Research Engineer (Medical Imaging)
Builds
Foundation models and downstream biomarker models for breast cancer care
Domain
Healthcare / Medical Imaging / AI
Deliverable
production ML models
Required skills
Foundation model development, Vision Transformer networks, Vision-language models, Clinical study design translation, Multimodal data handling, Model calibration and robustness analysis, Python, Deep learning frameworks, Linux environments
Preferred skills
NLP with LLMs, VLMs
Technologies
Vision Transformer networks, Vision-language models, Python, Deep learning frameworks
Responsibilities
Design and implement downstream AI models operationalizing clinical endpoints, Translate clinical study designs into modeling tasks, Define consistent modeling approaches across biomarkers, Collaborate on integration between foundation models and MLOps, Guide and review modeling approaches by research scientists, Perform in-depth model analysis including calibration and failure-mode assessment
Seniority
Senior, hands-on IC with mentorship