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Senior Computer Vision Engineer (Localization)Niantic Spatial • San Francisco, California, United States
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Senior Computer Vision Engineer (Localization)

Niantic Spatial
  • US
    San Francisco, California, United States
  • US
    San Francisco, California, United States
Jetzt Bewerben

Über

Responsibilities System Architecture: Design, develop, and maintain production-grade computer vision systems that power Niantic Spatial’s VPS (Visual Positioning System) and 3D mapping pipelines. Algorithmic Innovation: Refine and scale algorithms for our VPS system including SfM (Structure from Motion), efficient feature and descriptor extraction to have the best possible accuracy and recall. Moving algorithms from research concepts to hardened production code that can scale for our map of the world. Performance Engineering: Optimize complex ML and CV code for maximum efficiency in cloud and mobile environments, ensuring low latency and high-performance execution on GPU/CPU. Benchmarking & Evaluation: Create and own the tools and frameworks used to evaluate the quality of our spatial grounding and 3D maps against ground-truth data. Technical Leadership: Lead technical design reviews, mentor junior engineers, and serve as a team anchor for resolving complex technical disagreements within the mapping stack. Cross-Functional Delivery: Collaborate with Product, Research, and Operations teams to ensure that state-of-the-art computer vision solutions translate into delightful user experiences. Requirements Education: BS, MS, or PhD in Computer Science, Robotics, Computer Vision, or a related technical field (or equivalent professional experience). Years of Experience: 5+ years of experience developing and shipping algorithms for image processing, computer vision, or 3D reconstruction. Coding Proficiency: Expert-level proficiency in Python and/or C++. Domain Expertise: Proven track record in designing solutions for Structure from Motion (SfM), VPS or 3D mapping. Frameworks & Tools: Deep experience with Deep Learning frameworks (PyTorch or JAX) and version control (Git). Required in-office days: 3 days per week Plus If: Experience in planning and leading technical projects from inception to production. Significant contributions to open-source CV libraries (OpenCV, COLMAP, etc.). Experience with CUDA or shader programming for performance optimization.
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  • San Francisco, California, United States

Sprachkenntnisse

  • English
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