Senior Staff Deep Learning Engineer

Company: Matterport
Location: Sunnyvale, California, United States
Type: Full-time
Posted: 09.AUG.2021

Summary

THE ROLE: * As a member of the Vision & Spatial Data team, you'll be responsible for developing robust completely automated computer vision...

Description

THE ROLE:

  • As a member of the Vision & Spatial Data team, you'll be responsible for developing robust completely automated computer vision and machine learning algorithms to handle any real-world environment these users can throw at us, from small spaces captured with mobile devices all the way up to massive stadiums scanned with professional hardware.
  • We work on a broad range of technologies, including point cloud alignment, generation/texturing of 3D meshes from point clouds, 3D mesh manipulation, camera calibration, SLAM, multi-view stereo, machine learning, and semantic understanding. And we've collected a massive database of complex real-world data that we can use to validate our approaches.
  • If the combination of real data, real users, and cutting-edge research appeals to you, then we'd love to talk!


REQUIREMENTS:

  • 5+ years of experience in machine learning and computer vision/10+ years of software development experience.
  • Deep learning.
  • Experience applying machine learning to computer vision problems.
  • Ability to write performant, well-tested, production-ready code.
  • Python is a must!


NICE TO HAVE EXPERIENCE:

  • C++.
  • Experience with tools such as OpenCV, Eigen, and Ceres Solver.
  • Experience with 3D computer vision algorithms such as 3D alignment and reconstruction, object detection and classification, and mesh processing.
  • 2D computer vision algorithms such as image processing and feature detection.
  • Cloud infrastructure (AWS, GCP, Azure).

 
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