Senior Machine Learning R&D Engineer – Matterport
Sunnyvale, California, United States of America
USD 270K-334K Senior-level Full Time
Tasks
- Advance neural rendering and novel view synthesis methods
- Collaborate with product managers and engineering teams to scope and deliver features
- Contribute to ML research roadmaps and model architecture
- Define evaluation methodologies and benchmarks for reconstruction quality and view synthesis
- Design and optimize scalable training and inference pipelines for multi view datasets
- Develop diffusion and generative models for occlusion completion and viewpoint synthesis
- Publish research and contribute to patents
- Research and train large scale foundational models for 3D reconstruction and generative scene completion
- Stay current with neural rendering and generative modeling advances
- Translate research prototypes into production ready systems
Perks/Benefits
- 401k matching
- Commuter and parking benefits
- Employee resource groups
- Employee stock purchase plan
- Fitness center access
- Healthcare coverage
- Mental health counseling
- Paid time off
- Reimbursed fitness center membership
- Tuition reimbursement
Skills/Tech-stack
3D Reconstruction | Computer Vision | Deep learning | Diffusion Models | Distributed Training | Gaussian Splatting | Generative Modeling | Machine Learning | Multi-GPU | Nerf | Neural Rendering | Novel View Synthesis | NumPy | Pandas | PyTorch | Python | Transformers | View synthesis
Education
Regions
Countries
States
Cities
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