Matterport - Senior Machine Learning R&D Engineer
Tasks
- Build computer vision models for 3D data
- Collaborate on project requirements
- Conduct machine learning research
- Contribute to ML system architecture
- Convert research prototypes to production
- Design ML systems and pipelines
- Develop machine learning algorithms and models
- Evaluate and benchmark model performance
- Integrate ML models into platform
- Iterate on model improvements
- Optimize scalable ML systems
- Present research findings
- Process point clouds meshes and images
- Publish research and support patents
Perks/Benefits
- 401k matching
- Commuter benefits
- Employee stock purchase plan
- Fitness center access
- Healthcare coverage
- Life insurance
- Mental health counseling
- Onsite training
- Paid time off
- Tuition reimbursement
Skills/Tech-stack
3D Reconstruction | AWS | Azure | CNN | Cloud Platforms | Cloud processing | Computer Vision | Data Processing | Deep learning | Depth Estimation | GCP | Gaussian Splatting | Image Generation | MLOps | Machine Learning | Mesh Processing | Model Evaluation | Nerf | Neural Rendering | NumPy | Optimization | Pandas | Point Cloud | Point Cloud Processing | PyTorch | Python | SLAM | Semantic Segmentation | Transformers | Video Generation
Education
Regions
Countries
States
Cities
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