Senior AI Engineer
Core
Developing and optimizing AI models for video-based medical image analysis to support clinical decision-making in radiology.
Role type
Senior AI Engineer (Computer Vision)
Builds
Production-ready medical imaging models for diagnostic support
Domain
Healthcare / Medical Imaging / Computer Vision
Deliverable
production ML models
Required skills
Computer Vision, Deep Learning, Model Optimization, MLOps, Data Pipeline Management, Class Imbalance Handling, Metric-Driven Training, Experiment Tracking, CI/CD
Preferred skills
Medical Imaging Software, Segmentation/Detection/Classification, DICOM/PACS/HL7/FHIR, Health Regulations
Technologies
Python, PyTorch, TensorFlow, Git, Comet, MLflow, Docker, Kubernetes
Responsibilities
Develop video-based medical image analysis models, optimize medical image processing models, improve model performance metrics, build data pipelines and preprocessing workflows, manage model training and evaluation, establish MLOps processes, deploy models to production, enhance model interpretability with clinical teams
