layiq

/la·yiq/adjective

worthy; deserving; fitting; suitable.

A role, opportunity, or path that merits attention, time, and pursuit.

Matterport – Senior Machine Learning/Computer Vision Engineer – 3D Reconstruction and Semantic Understanding at CoStar Group | LAYIQ

Research, develop, and improve camera pose estimation algorithms to enable accurate, robust localization and spatial understanding across diverse capture scenarios.
Advance mesh generation, surface reconstruction, and texturing pipelines to produce high-fidelity, production-ready 3D assets at scale.
Design and implement intelligent systems that leverage semantic scene understanding to guide and optimize the capture process in real time, improving both user experience and output quality.
Apply deep learning and foundation model techniques across the vision pipeline — including segmentation, depth estimation, multi-view geometry, and appearance modeling — to improve robustness and generalization.
Collaborate with hardware, software, and product teams to identify and address failure modes across the end-to-end pipeline through data-driven analysis and targeted model improvements.
Contribute to the full ML lifecycle: data collection strategy, model training, evaluation frameworks, production deployment, and ongoing monitoring.
Research and prototype novel computer vision and machine learning techniques to advance the quality, speed, and robustness of our 3D reconstruction and capture systems.
Stay current with the latest advances in computer vision, neural rendering, and 3D ML; evaluate and integrate relevant research into production systems.
Write high-quality, well-tested, and maintainable Python and C++ code.
Basic Qualifications
Bachelor's degree in Computer Science, Electrical Engineering, Mathematics, or a related quantitative field, or equivalent practical experience from an accredited, not-for-profit, in-person University or College
A proven track record of commitment to prior employers.
3+ years of hands-on experience in machine learning and computer vision.
Strong programming skills in Python and C++.
Deep understanding of computer vision fundamentals including 3D geometry, multi-view reconstruction, and image formation.
Experience with deep learning frameworks (e.g., PyTorch, JAX) and computer vision libraries (e.g., OpenCV).
Experience with version control systems (e.g., Git) and agile development methodologies.
Excellent problem-solving skills and a strong ability to debug complex, multi-component systems.
Strong verbal and written communication skills.

Matterport – Senior Machine Learning/Computer Vision Engineer – 3D Reconstruction and Semantic Understanding

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