Matterport - Lead Machine Learning R&D Engineer
Core
Researching, designing, and implementing cutting-edge machine learning algorithms and models to digitize the built world and create digital twins of physical spaces.
Role type
Lead Machine Learning R&D Engineer
Builds
Spatial computing platform and digital twins for the real estate industry
Domain
Real estate technology, 3D computer vision, spatial computing
Deliverable
production ML models
Required skills
Machine learning research, computer vision, 3D data processing, PyTorch, Python, deep learning architectures, optimization techniques, data analysis
Preferred skills
Neural rendering, 3D reconstruction, SLAM, MLOps, cloud platforms, technical publications, mentoring
Technologies
PyTorch, Python, NumPy, Pandas, AWS, Azure, GCP
Responsibilities
Conduct research in ML and computer vision for spatial understanding; Design and optimize scalable ML pipelines for 3D datasets; Translate research prototypes into production solutions; Evaluate and benchmark model performance; Collaborate with cross-functional teams to define requirements and deliver features; Present research findings and technical solutions; Contribute to architectural design and strategic roadmap; Contribute to intellectual property via patents and publications
Seniority
Lead, hands-on IC with strategic influence