Sr.Manager - AI/ML
Core
Lead the end-to-end strategy for AI model development, training, and production deployment specifically for medical imaging applications.
Role type
Senior Manager, AI/ML (Medical Imaging)
Builds
Production AI models for medical imaging (segmentation, detection, classification, registration, reconstruction, longitudinal change analysis)
Domain
Healthcare / Medical Imaging / Computer Vision
Deliverable
production ML models
Required skills
Deep Learning, Computer Vision, MLOps, Cloud Architecture, Team Leadership, Medical Data Curation, Model Optimization, Research Strategy
Preferred skills
Clinical workflow integration, Medical software standards compliance, High-resolution dataset processing infrastructure
Technologies
PyTorch, TensorFlow, Monai, OpenCV, ITK, NIfTI, DICOM, Docker, Kubernetes, Triton, AWS, GCP, Azure ML
Responsibilities
Lead end-to-end strategy for AI model development and production deployment; Evaluate and implement emerging AI frameworks and cloud methodologies; Oversee training and optimization of deep learning models for imaging; Guide team in handling 2D/3D medical modalities; Architect robust MLOps pipelines for continuous monitoring and deployment; Optimize models for cloud, edge, and clinical hardware constraints
Seniority
Senior, hands-on IC with management responsibilities