Matterport – Senior Machine Learning/Computer Vision Engineer – 3D Reconstruction and Semantic Understanding
Tasks
- Apply deep learning across vision pipeline
- Build 3D reconstruction pipelines
- Collaborate on end to end pipeline failure analysis
- Deploy and monitor production machine learning models
- Develop real time semantic scene understanding systems
- Generate meshes and surfaces
- Implement texture generation pipelines
- Manage ML lifecycle data collection and training
- Prototype novel computer vision techniques
- Research camera pose estimation algorithms
- Write maintainable Python and C++ code
Perks/Benefits
- 401k matching
- Commuter benefits
- Dental insurance
- Employee resource groups
- Employee stock purchase plan
- Health insurance
- Mental health counseling
- On-site fitness center
- Paid time off
- Parking benefits
- Snack benefits
- Tuition reimbursement
- Vision insurance
Skills/Tech-stack
3D Geometry | Agile Development | Appearance modeling | C++ | CUDA | Camera Pose Estimation | Computer Vision | Deep learning | Depth Estimation | Differentiable Rendering | GPU Acceleration | Gaussian Splatting | Git | Image formation | JAX | Machine Learning | Mesh Processing | Multi-Modal | Multi-Modal Learning | Multi-View Reconstruction | Multi-view Geometry | Multiview Geometry | Nerf | Neural Rendering | OpenCV | Pose Estimation | PyTorch | Python | SLAM | Scene Segmentation | Segmentation | Semantic understanding | Structure from Motion | Texture Generation | UV mapping | Visual Odometry
Education
Regions
Countries
States
Cities
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