About The CompanyCoStar Group (NASDAQ: CSGP) is a leading global provider of commercial and residential real estate information, analytics, and online marketplaces. As a member of the S&P 500 Index and the NASDAQ 100, CoStar Group is committed to digitizing the world’s real estate landscape, empowering individuals and organizations to discover properties, insights, and connections that enhance their businesses and lives. With over 35 years of experience, the company has established a reputation for innovation, industry-standard solutions, and a deep understanding of real estate markets. Its continuous efforts to refine and transform its offerings have positioned it as a trusted leader, providing a competitive edge to its customers, employees, and investors. The company’s mission revolves around delivering exceptional value through cutting-edge technology, data-driven insights, and a culture of innovation.About The RoleAs a Lead Machine Learning R&D Engineer at Matterport, part of CoStar Group, you will be instrumental in pioneering advancements in spatial computing technology. You will lead research initiatives, develop innovative machine learning algorithms, and translate research prototypes into scalable, production-ready solutions. Your work will focus on enhancing Matterport’s digital twin platform, transforming physical spaces into immersive digital representations, and extracting valuable insights from complex 3D data. This role demands a deep expertise in machine learning, computer vision, and 3D data processing, coupled with a passion for solving real-world problems. You will collaborate with cross-functional teams, including product managers, engineers, and researchers, to deliver impactful features that revolutionize how users interact with digital representations of real estate and built environments. This is a remote position, offering flexibility and the opportunity to work at the forefront of spatial computing innovation.Qualifications
Bachelor’s Degree in Computer Science, Machine Learning, or related field
3+ years of experience in machine learning research and development, with a focus on computer vision or 3D data processing
Proficiency in PyTorch and strong programming skills in Python
Solid understanding of deep learning architectures such as CNNs and Transformers
Experience with data manipulation libraries like NumPy and Pandas
Proven ability to conduct independent research, propose innovative solutions, and implement them effectively
Excellent problem-solving skills and experience working with complex datasets
Strong verbal and written communication skills
Preferred Qualifications
Ph.D. or Master’s Degree in Computer Science, Machine Learning, Robotics, or related fields
5+ years of industry experience in applied machine learning, especially with shipping models to production
Expertise in 3D computer vision topics such as SLAM, NeRFs, 3D reconstruction, point cloud, and mesh processing
Experience with cloud platforms like AWS, Azure, or GCP and MLOps practices
Strong publication record in top-tier conferences (e.g., CVPR, ICCV, NeurIPS)
Experience mentoring junior engineers and leading technical projects
Excellent communication skills, capable of articulating complex ideas to diverse audiences
Responsibilities
Conduct advanced research in machine learning, computer vision, and 3D data processing to develop novel algorithms for spatial understanding and digital twin creation
Design, implement, and optimize scalable ML systems and pipelines for processing large-scale 3D datasets including point clouds, meshes, and images
Translate research prototypes into production-ready solutions, collaborating with engineering teams for seamless integration
Evaluate and benchmark model performance, identify areas for improvement, and drive iterative enhancements
Stay current with the latest advancements in ML research and industry trends, applying new techniques to solve company challenges
Collaborate with cross-functional teams to define project requirements, explore technical feasibility, and deliver impactful features
Present research findings and technical solutions internally and contribute to the broader ML community through publications and patents
Contribute to the strategic roadmap and architectural design of Matterport’s ML systems and research initiatives
Benefits
Comprehensive healthcare coverage including medical, vision, dental, and prescriptions
Life, legal, and supplementary insurance plans
Mental health counseling services for individuals and families
Commuter and parking benefits
401(K) retirement plan with employer matching contributions
Employee stock purchase plan
Paid time off and holidays
Tuition reimbursement for professional development
On-site or reimbursed fitness center memberships where applicable
Access to employee resource groups fostering diversity and inclusion
Equal OpportunityCoStar Group is an Equal Employment Opportunity Employer. We are committed to creating an inclusive environment for all employees and applicants. We do not discriminate based on race, color, religion, sex, national origin, age, disability, sexual orientation, gender identity, or any other protected status. We maintain a drug-free workplace and perform pre-employment substance abuse testing to ensure
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Seniority level
Associate
Employment type
Full-time
Job function
Information Technology
Industries
Technology, Information and Internet