We have an exciting opportunity for our Perception team for strong researchers with exceptional research and development skills in computer vision and deep learning. The primary responsibility of the Summer intern is to conduct research and development on advanced perception components within the agreed upon scope and schedule with strong mentorship with a member of the team. Qualified candidates will be driven self-starters, robust thinkers, strong collaborators, and adept at operating in a highly dynamic environment. We look for colleagues that are passionate about our product and embody our values.
Conduct independent research and development work on advanced deep learning components and work with full-time engineers who would mentor them.
Work hand-in-hand with all the key stakeholders and developers across the company contributing to computer vision and deep learning components.
Write maintainable, reusable code, leveraging test-driven principles to develop high-quality computer vision, 3D geometry, and deep learning modules.
Good knowledge in Computer vision, 3D geometry, and/or deep learning techniques and applications in one of the following domains:
Simultaneous Localization and Mapping (SLAM)
Visual-Inertial Odometry (VIO)
Dense environment mapping
Semantics and scene understanding
Object Detection and tracking
Large scale localization
Deep learning model optimizations to run over embedded platforms and on the cloud.
Good knowledge of deep learning techniques such as CNN, RNN, LSTM, and GAN.
Good knowledge in 3D geometry, bundle adjustment, optimization techniques, visual inertial odometry.
Good level experience in Python, C, and/or C++ and knowledge of at least one of TensorFlow, PyTorch, or Caffe.
BS in Computer Science or Electrical Engineering.
Currently pursuing a Masters or Ph.D.
All your information will be kept confidential according to Equal Employment Opportunities guidelines.