Matterport - Lead Machine Learning R&D Engineer
CoStar Group5 months ago
Base Salary
$270k - $307k/yr
Responsibilities
- Conduct research in machine learning, computer vision, and 3D data processing for spatial understanding and digital twin creation.
- Design, implement, and optimize scalable ML systems and pipelines for point clouds, meshes, images, and other large-scale 3D datasets.
- Translate research prototypes into production-ready solutions integrated with Matterport’s core platform.
- Evaluate and benchmark model performance and drive iterative improvements to ML capabilities.
- Collaborate with product managers, software engineers, researchers, and other cross-functional teams to deliver high-impact features.
- Contribute to ML system architecture, research strategy, technical roadmaps, patents, and publications.
- Present research findings and technical solutions to internal teams and potentially the broader ML community.
- Mentor junior engineers or lead technical projects as needed.
Requirements
- Bachelor’s degree from an accredited, not-for-profit university or college.
- 3+ years of experience in machine learning research and development, focused on computer vision, 3D data processing, or related areas.
- Proficiency in PyTorch and strong programming skills in Python.
- Understanding of machine learning fundamentals, including deep learning architectures, optimization techniques, and evaluation methodologies.
- Experience with data manipulation and analysis libraries such as NumPy and Pandas.
- Ability to conduct independent research, propose novel solutions, and implement them effectively.
- Strong problem-solving, verbal communication, and written communication skills.
- Preferred: a Ph.D. or master’s degree in computer science, computer vision, machine learning, robotics, or a related quantitative field.
- Preferred: 5+ years of industry experience in applied machine learning R&D, particularly shipping models to production.
- Preferred: expertise in neural rendering, 3D computer vision, image or video generation models, 2D/3D semantic understanding, or depth estimation.
- Preferred: experience with AWS, Azure, or GCP and MLOps practices.
- Preferred: publications at top-tier conferences or significant open-source contributions.
- Preferred: experience mentoring junior engineers or leading technical projects.
Benefits
- Remote position.
- Annual pay range of $270,000–$307,000 with a generous benefits plan.
- Comprehensive medical, vision, dental, and prescription drug coverage.
- Life, legal, and supplementary insurance.
- Virtual and in-person mental health counseling for individuals and families.
- Commuter and parking benefits.
- 401(k) retirement plan with matching contributions.
- Employee stock purchase plan.
- Paid time off.
- Tuition reimbursement and internal training.
- On-site or reimbursed fitness center membership, depending on location.
- Access to employee resource groups.
Tech Stack
Categories
About CoStar Group
CoStar Group builds subscription databases, analytics, and online marketplaces for commercial and residential real estate professionals, investors, and advertisers. Its portfolio includes CoStar (research and data), LoopNet (commercial listings), and Apartments.com (rental listings), generating revenue from subscriptions, listings, and advertising. The company is publicly traded on NASDAQ (CSGP) and is headquartered in Arlington, Virginia, with inclusion in the S&P 500 index.