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Software Engineer - Perception 3D Tracking na Zoox

Zoox · Foster City, Estados Unidos Da América · Hybrid

$168,000.00  -  $258,000.00

Python

C++

Candidatar-se agora

Description

The Perception Object Detection and Tracking team at Zoox deals with perception of all people and objects that have a capability to move. Your role is to work with the ML model teams to bring cutting-edge models into the vehicle stack.

In this role, you will have access to the best sensor data in the world and an incredible infrastructure for testing and validating your algorithms. We are creating new algorithms for segmentation, tracking, classification, and high-level scene understanding, and you could work on any (or all!) of these components.

In This Role, You will...

  • Work on implementation of core tracking results from the Perception stack
  • Work with both the model teams and optimization teams to develop a highly performant and efficient system that can run on vehicle.
  • Work with Perception data, both on the input and output of machine learned models
  • Take tracking output and integrate this into the larger behavioral system in the Autonomy stack

    • Qualifications:

  • BS or higher in Computer Science or a related degree
  • Fluency in C++ and Python
  • Experience delivering ML model integration in latency-sensitive systems
  • Have experience implementing tracking systems
  • Strong mathematical skills and understanding of probabilistic techniques

    • Bonus Qualifications:

  • Familiarity with modern, Sparse-BEV Joint Detection and Tracking models
  • Experience with CUDA code
  • Contribute to the ongoing development of new architecture based on new, state-of-the-art ML research
  • Investigate, prototype and train / evaluate networks for solving causal / recursive multi-target multi-modal tracking problem

    • Additional Information

    About Zoox
    Zoox is developing the first ground-up, fully autonomous vehicle fleet and the supporting ecosystem required to bring this technology to market. Sitting at the intersection of robotics, machine learning, and design, Zoox aims to provide the next generation of mobility-as-a-service in urban environments. We’re looking for top talent that shares our passion and wants to be part of a fast-moving and highly execution-oriented team.

    Follow us on LinkedIn

    Accommodations
    If you need an accommodation to participate in the application or interview process please reach out to [email protected] or your assigned recruiter.

    A Final Note:
    You do not need to match every listed expectation to apply for this position. Here at Zoox, we know that diverse perspectives foster the innovation we need to be successful, and we are committed to building a team that encompasses a variety of backgrounds, experiences, and skills.
    Candidatar-se agora

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