Matterport - Senior ML Ops Engineer
CoStar GroupBase Salary
$173k - $253k/yr
Responsibilities
- Analyze and profile machine learning models to identify performance bottlenecks and optimization opportunities.
- Apply quantization, pruning, distillation, neural architecture search, and other optimization techniques.
- Develop and integrate specialized libraries and tools for efficient model execution on GPUs, CPUs, and edge devices.
- Collaborate with ML R&D Engineers on model architectures, training procedures, and deployment requirements.
- Design experiments measuring the effects of optimization on model performance and accuracy.
- Automate model optimization workflows and build CI/CD pipelines for optimized models.
- Contribute to MLOps infrastructure for model deployment and monitoring.
- Ensure optimized models are scalable, reliable, and effective in production environments.
- Track research and industry trends in model optimization, hardware acceleration, and efficient AI.
Requirements
- Bachelor's degree in Computer Science, Data Science, Engineering, or a related quantitative field, or equivalent practical experience.
- At least 3 years of machine learning engineering experience focused on model optimization and deployment.
- Proficiency in Python and strong programming skills.
- Experience with machine learning frameworks such as TensorFlow and PyTorch, plus optimization libraries.
- Understanding of machine learning algorithms, model architectures, and deep learning concepts.
- Experience with AWS, Azure, or GCP and deploying ML models in cloud environments.
- Familiarity with Git and agile development methodologies.
- Strong problem-solving, attention to detail, and written and verbal communication skills.
- Preferred: Master's degree in Computer Science, Data Science, or a related quantitative field.
- Preferred: 5+ years of experience in ML model optimization, ML engineering, or MLOps, particularly with large-scale 2D/3D computer vision models.
- Preferred: Experience with hardware-aware optimization, edge-device deployment, model compression, workflow orchestration, containerization, and automated ML deployment pipelines.
- Preferred: Experience with Temporal, Airflow, Kubeflow, Docker, and Kubernetes.
Benefits
- Comprehensive medical, vision, dental, prescription drug, 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 and paid time off.
- Tuition reimbursement, internal training, and professional and academic growth support.
- Access to employee resource groups.
- Complimentary office coffee, tea, hot chocolate, fresh fruit, and healthy snacks.
- Sunnyvale, CA position with four days on-site and one day working from home.
- Equal employment opportunity, drug-free workplace, and pre-employment substance abuse testing.
Tech Stack
Categories
About CoStar Group
CoStar Group (NASDAQ: CSGP) is a global leader in commercial real estate information, analytics, online marketplaces, and 3D digital twin technology. Founded in 1986, CoStar Group is dedicated to digitizing the world’s real estate, empowering all people to discover properties, insights, and connections that improve their businesses and lives. CoStar Group’s major brands include CoStar, a leading global provider of commercial real estate data, analytics, and news; LoopNet, the most trafficked commercial real estate marketplace; Apartments.com, the leading platform for apartment rentals; Homes.com, the fastest-growing residential real estate marketplace; and Domain, one of Australia’s leading property marketplaces. CoStar Group’s industry-leading brands also include Matterport, a leading spatial data company whose platform turns buildings into data to make every space more valuable and accessible, STR, a global leader in hospitality data and benchmarking; Ten-X, an online platform for commercial real estate auctions and negotiated bids; and OnTheMarket, a leading residential property portal in the United Kingdom. CoStar Group’s websites attracted over 143 million average monthly unique visitors in the third quarter of 2025, serving clients around the world. Headquartered in Arlington, Virginia, CoStar Group is committed to transforming the real estate industry through innovative technology and comprehensive market intelligence. From time to time, we plan to utilize our corporate website as a channel of distribution for material company information. For more information, visit CoStarGroup.com.