Senior Computer Vision Engineer
Core
Lead the development and optimization of computer vision and AI/ML algorithms for AI-powered medical devices, focusing on real-time tracking, depth sensing, 3D reconstruction, and medical imaging segmentation.
Role type
Senior IC computer vision engineer (medical imaging)
Builds
AI-powered medical devices and technologies
Domain
Healthcare + Computer Vision
Deliverable
production ML models
Required skills
deep learning, feature extraction, model training, evaluation and deployment, real-time scene and object tracking, depth sensing, 3D stereo and volumetric reconstruction, 2D / 3D medical imaging segmentation, biomarker derivation from medical imaging, data lifecycle management for ML models, algorithm evaluation framework design
Preferred skills
AI/ML tools and frameworks
Technologies
Python, C++, DICOM, NIfTI, PACS
Responsibilities
Lead development and optimization of computer vision and AI/ML algorithms from conceptualization to deployment; Conduct performance analysis to improve computer vision and AI/ML techniques; Manage data handling lifecycle for ML models ensuring privacy compliance; Ensure reliability and robustness of applications under diverse conditions; Design and develop novel algorithms for tracking, depth sensing, and medical imaging segmentation; Collaborate on acquiring, storing, organizing, annotating, and processing large datasets; Design algorithm evaluation frameworks and report performance; Document and present progress in algorithm design and evaluation.
Seniority
Senior, hands-on IC