506 IT & Software Developer jobs in the US

Torus Biomedical Solutions jobs

Senior Data Engineer - AI Surgical Technology

$100,000 - 100,000
Torus Biomedical Solutions
West Hastings Street 555, Vancouver
$100,000 - 100,000
Company Size icon
Company Size
50-200
Company Type icon
Company Type
Product
Exp Level icon
Exp Level
Senior
Job Type icon
Job Type
Full-Time
Language icon
Language
English
Visa sponsorship icon
Visa sponsorship
No

Requirements

Must:
- 5–10 years of experience in machine learning, computer vision, or medical imaging - Strong grasp of data and ML pipeline architecture, from preprocessing through model training and deployment - Extensive knowledge of 2D/3D image data, particularly radiographic and CT imaging - Practical experience in developing and validating models for segmentation, registration, and pose estimation - Proficiency in Python and frameworks such as PyTorch, OpenCV, SimpleITK, VTK, PyVista, NumPy, and scikit-learn - Familiarity with visualization, labeling, and planning tools like 3D Slicer - Background in biomedical engineering, robotics, orthopaedics, or medical physics is preferred - Experience in full-stack development for internal tools or production-grade software is a plus - Knowledge of IEC 62304 or other medical device software regulations is advantageous - Experience with fluoroscopy simulation or radiographic forward modeling is beneficial

Technologies

AI
Machine Learning
PyTorch
Robotics
numpy
opencv

Responsibilities

- Design and expand ML pipelines for radiographic image analysis, segmentation, landmark detection, and 3D pose estimation - Create tools for visualizing and analyzing 3D data, including meshes, voxel volumes, and complete scene models of anatomical structures - Establish systems for evaluating, validating, and selecting models based on clinical performance metrics - Assist in the full-stack integration of ML components into our ConfirMap surgical AI software platform - Participate in deploying robust, production-grade models and algorithms within a regulated environment

Description


At Torus Biomedical, we are developing a cutting-edge real-time AI guidance system for orthopaedic surgery, utilizing only standard intraoperative X-rays with no need for CT or tracking hardware. Our innovative platform merges proprietary calibration and tracking, machine learning, and 3D anatomical modeling to provide rapid and precise intraoperative decision support for surgical teams. We are seeking a senior engineer to spearhead the creation of our machine learning and data pipelines, collaborating closely with a dynamic and agile team to revolutionize the use, analysis, and integration of surgical imaging data into our solutions. We offer competitive compensation, full technical ownership, and a unique opportunity to shape the future of surgical AI. If youre ready to escape corporate stagnation and embrace a fast-paced, impactful role, we want to hear from you.
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