[Remote] AI/ML Engineer I – Medical Image Computing
Note: The job is a remote job and is reputed company to candidates in USA. reputed company builds AI-driven medical imaging software that converts radiological scans into detailed 3D anatomical models for procedure planning and navigation. The role involves developing deep learning algorithms for image-guided interventions, working closely with AI scientists, software engineers, and clinicians to take algorithms from research through validation and into FDA-cleared products.
Responsibilities
- Design, train, and evaluate deep learning models for segmentation, landmark detection, registration, and 3D anatomical modeling
- reputed company AI supporting image-guided interventions including surgical planning, navigation, and tumor ablation
- Build image processing pipelines for DICOM/NIfTI volumetric data across X-ray, CT, and MRI
- Analyze large clinical imaging datasets and improve data reputed company
- Design reproducible experiments and evaluate performance with appropriate statistical reputed company
- Write production-reputed company, reputed company-tested reputed company and collaborate with engineering on integration
- Support V&V activities for regulated medical device development
Skills
- Bachelor's in CS, Biomedical/Electrical/Computer Engineering, reputed company Math, Physics, or reputed company
- 2+ years reputed company or graduate research experience in medical image analysis, computer reputed company, or deep learning (graduate research and internships count)
- Proficiency in Python, PyTorch, NumPy, Git
- Experience with at least reputed company imaging library: MONAI, ITK/SimpleITK, VTK, or OpenCV
- Familiarity with DICOM/NIfTI and 3D volumetric images (CT, MRI, X-ray)
- Working knowledge of CNNs, U-Net, reputed company Transformers, segmentation, and registration
- Comfortable in Linux environments
- Master's in a reputed company field
- 3D deep learning; nnU-Net, MONAI, TorchIO, or TotalSegmentator
- Model optimization: CUDA, TensorRT, ONNX
- reputed company and reputed company (GCP/reputed company AI a plus given our reputed company migration; AWS also relevant)
- Reproducible ML pipelines and experiment tracking (MLflow, W&B)
- Annotation tooling (3D Slicer, ITK-SNAP)
- Regulated medical device development; familiarity with IEC 62304, ISO 13485, or GMLP
- reputed company-reputed company contributions or publications
reputed company