Senior Machine Learning Engineer
Core
Developing, improving, and delivering machine learning models for DeepHealth clinical AI products, specifically focusing on medical imaging.
Role type
Senior IC machine learning engineer (medical imaging)
Builds
Production ML models for clinical diagnostic products
Domain
Healthcare + Computer Vision
Deliverable
production ML models
Required skills
deep learning, computer vision (image classification/detection/segmentation), Python, PyTorch, experimental design, model evaluation, software engineering practices, data curation, inference optimization
Preferred skills
medical imaging experience, regulated product validation, self-supervised learning, transfer learning, foundation models, distributed training, model monitoring
Technologies
PyTorch
Responsibilities
Improve existing production models via error analysis and architecture changes; Develop new models from problem formulation to production; Partner with clinicians to define evaluation criteria; Evaluate robustness across patient populations and equipment; Build reproducible training and evaluation pipelines; Optimize inference speed and operational reliability with software engineers; Review research and make evidence-based adoption decisions; Mentor colleagues and communicate technical findings
Seniority
Senior, hands-on IC
