Posted:1 day ago|
Platform:
On-site
Full Time
OpEase Technologies builds a high-precision, web-based surgical planning platform for orthopedic and spine surgeons. Doctors use OpEase to securely store patient data, upload X-rays, calibrate, measure, and plan surgeries through advanced geometry tools and clinical logic.
• Landmark/keypoint detection models for vertebrae, femur/tibia, pelvis, etc.
• Heatmap regression networks for anatomical feature extraction
• End-to-end inference pipeline integrated into our MERN + Cornerstone-based viewer
• Continuous evaluation pipelines for accuracy, latency, and failure-case analysis
• Architect and train models for 2D→3D anatomical prediction using multi-view geometry, implicit fields, NeRF/DVGO variants, or transformer-based approaches
• Build landmark detection modules for calibration, templating, and surgical planning
• Design the autosuggestion engine: tool intent prediction, context modelling, clinical-rule integration
• Manage data pipelines for X-ray preprocessing, augmentation, versioning, annotation QC, and synthetic dataset generation
• Validate models with surgeons; refine based on clinical feedback
• Deploy models to production (REST endpoints, ONNX/TensorRT optimization, GPU/CPU fallback)
• Maintain experiment logs, metrics dashboards, and detailed model documentation
• Proven ability to independently take a model from idea → dataset → training → evaluation → production
• Strong mathematical grounding in 3D geometry, camera models, coordinate transforms, and projection systems
• Excellent documentation and communication skills
• Experience with NeRFs, implicit neural representations, depth inference, or differentiable rendering
• Experience building autosuggestion systems, ranking models, or intent prediction in complex workflows
• You will own the foundational AI layer for India’s most advanced orthopedic planning platform
• Clear, well-scoped problems and direct access to clinicians who use your models
• Chance to build category-defining medical AI from the ground up
• High ownership, high-impact role in a company scaling rapidly across India and global markets
OpEase
Upload Resume
Drag or click to upload
Your data is secure with us, protected by advanced encryption.
Browse through a variety of job opportunities tailored to your skills and preferences. Filter by location, experience, salary, and more to find your perfect fit.
We have sent an OTP to your contact. Please enter it below to verify.
Instantly access job listings, apply easily, and track applications.
thiruvananthapuram, kerala, india
30.0 - 100.0 Lacs P.A.
hyderabad, telangana, india
30.0 - 100.0 Lacs P.A.
Salary: Not disclosed
6.0 - 12.0 Lacs P.A.
bengaluru, karnataka, india
Salary: Not disclosed
Salary: Not disclosed
Experience: Not specified
Salary: Not disclosed
delhi, india
Salary: Not disclosed
bengaluru, karnataka, india
Salary: Not disclosed
20.0 - 20.0 Lacs P.A.
