Staff Machine Learning R&D Engineer
Staff Machine Learning R&D Engineer
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$ 270000 - 307000
1 Vacancy
Job Description
Job Description
CoStar Group (NASDAQ: CSGP) is a leading global provider of commercial and residential real estate information analytics and online marketplaces. Included in the S&P 500 Index and the NASDAQ 100 CoStar Group is on a mission to digitize the worlds real estate empowering all people to discover properties insights and connections that improve their businesses and lives.
We have been living and breathing the world of real estate information and online marketplaces for over 35 years giving us the perspective to create truly unique and valuable offerings to our customers. Weve continually refined transformed and perfected our approach to our business creating a language that has become standard in our industry for our customers and even our competitors. We continue that effort today and are always working to improve and drive innovation. This is how we deliver for our customers our employees and investors. By equipping the brightest minds with the best resources available we provide an invaluable edge in real estate.
About Matterport:
Matterport is leading the digital transformation of the built world. Our groundbreaking spatial computing platform turns buildings into data making every space more valuable and accessible. Millions of buildings in more than 170 countries have been transformed into immersive Matterport digital twins to improve every part of the building lifecycle from planning construction and operations to documentation appraisal and marketing.
About the Role:
As a Staff Machine Learning R&D Engineer at Matterport a part of CoStar Group you will be at the forefront of innovating and advancing our spatial computing platform. You will play a critical role in researching designing and implementing cutting-edge machine learning algorithms and models that enhance our ability to digitize the built world transform physical spaces into rich digital twins extract valuable insights from them and create delightful user experiences that make it easy for our customers to modify and interact with their digital twins. This role requires a deep understanding of ML principles a passion for solving complex real-world problems in 3D data computer vision and a desire to contribute to a product that is revolutionizing how people interact with and understand real estate. You will work within a dynamic R&D environment collaborating closely with fellow engineers researchers and product teams to translate groundbreaking ideas into tangible features that empower our users and expand the capabilities of our platform.
What you will do:
- Conduct cutting-edge research in machine learning computer vision and 3D data processing to develop novel algorithms and models for spatial understanding and digital twin creation.
- Design implement and optimize robust and 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 closely with engineering teams to integrate ML models into Matterports core platform.
- Evaluate and benchmark model performance identify areas for improvement and drive iterative enhancements to our ML capabilities.
- Stay up-to-date with the latest advancements in ML research and industry trends and proactively identify opportunities to apply new techniques to Matterports challenges.
- Collaborate with cross-functional teams including product managers software engineers and other researchers to define project requirements explore technical feasibility and deliver high-impact features.
- Present research findings and technical solutions to internal teams and potentially the broader ML community.
- Contribute to the architectural design and strategic roadmap of Matterports ML systems and research initiatives.
- Contribute to the intellectual property of Matterport through patents and publications.
Basic Qualifications:
- Bachelors Degree
- 3 years of experience in machine learning research and development with a strong focus on computer vision 3D data processing or related areas.
- Proficiency in Pytorch and strong programming skills in Python.
- Solid understanding of machine learning fundamentals including deep learning architectures (e.g. CNNs Transformers) optimization techniques and evaluation methodologies.
- Experience with data manipulation and analysis libraries (e.g. NumPy Pandas).
- Demonstrated ability to conduct independent research propose novel solutions and implement them effectively.
- Excellent problem-solving skills and the ability to work with complex real-world datasets.
- Strong verbal and written communication skills.
Preferred Qualifications:
- Ph.D. or Masters Degree in Computer Science Machine Learning Robotics Computer Vision or a related quantitative field.
- 5 years of industry experience in applied machine learning research and development particularly with shipping models to production.
- Demonstrated expertise in one or more of the following areas: 3D computer vision (e.g. SLAM NeRFs 3D reconstruction point cloud processing mesh processing) generative models 2D/3D semantic understanding depth estimation neural rendering.
- Experience with cloud platforms (e.g. AWS Azure GCP) and MLOps practices.
- Strong track record of publications in top-tier conferences (e.g. CVPR ICCV ECCV NeurIPS ICML) or significant contributions to open-source projects.
- Experience mentoring junior engineers or leading technical projects.
- Excellent communication skills both written and verbal with the ability to articulate complex technical concepts to a diverse audience.
Perks & Benefits:
When you join CoStar Group youll experience a collaborative and innovative culture working alongside the best and brightest to empower our people and customers to succeed.
We offer you generous compensation and performance-based incentives. CoStar Group also invests in your professional and academic growth with internal training tuition reimbursement and an inter-office exchange program.
Our benefits package includes (but is not limited to):
- Comprehensive healthcare coverage: Medical / Vision / Dental / Prescription Drug
- Life legal and supplementary insurance
- Virtual and in person mental health counseling services for individuals and family
- Commuter and parking benefits
- 401(K) retirement plan with matching contributions
- Employee stock purchase plan
- Paid time off
- Tuition reimbursement
- On-site fitness center and/or reimbursed fitness center membership costs (location dependent)
- Access to CoStar Groups Culture Employee Resource Groups
Pay Transparency:
This position offers an annual OTE pay range from $270000 - $307000 determined by relevant skills and experience and a generous benefits plan.
Sponsorship Statement:
US: We welcome all qualified candidates who are currently eligible to work full-time in the United States to apply. However please note that CoStar Group is not able to provide visa sponsorship for this position.
#Matterport #LI-IZ1
CoStar Group is an Equal Employment Opportunity Employer; we maintain a drug-free workplace and perform pre-employment substance abuse testing
Required Experience:
Staff IC
Employment Type
Full-Time
