We are seeking an AI/ML Engineer - Medical Imaging to lead the design and implementation of advanced imaging algorithms for a next-generation healthcare platform. The candidate will collaborate with cross-functional teams to build AI-driven imaging solutions.
Requirements
- Design, develop, and optimize AI/ML algorithms for medical image analysis, segmentation, and 3D reconstruction.
- Research and implement advanced deep learning architectures for medical imaging tasks.
- Develop robust 3D reconstruction pipelines from 2D image data and multi-view geometries.
- Perform multimodal image registration and develop tools for alignment, calibration, and fusion.
- Enhance and denoise medical images using advanced computer vision and AI-based enhancement techniques.
- Work extensively with DICOM data and integrate with PACS systems for data ingestion and retrieval.
- Collaborate with teams for dataset curation, labeling, and ground truth generation.
- Develop scalable training and inference pipelines on cloud platforms (AWS preferred; Azure/GCP acceptable).
- Ensure reproducibility and traceability in experiments using MLOps practices (Docker, MLflow, or similar).
- Collaborate with software engineers to integrate AI components into production-grade imaging applications.
- Document research findings, maintain version-controlled repositories, and contribute to technical publications or IP filings.
Benefits
- Generous Paid Time Off
- 401k Matching
- Retirement Plan