ML Perception Software Engineer

Job summary

Responsibilities

We are looking for a software engineer with expertise in perception for autonomous vehicles or mobile robots. Your contributions will focus on building out key capabilities of perception modules within an autonomous vehicle stack, such as building 4D world representations to support end-to-end…

• Train, modify, and create beyond-SOTA algorithms for constructing powerful world representations that can be used for perception, world modeling, and ML driven autonomy
• Test and evaluate your algorithms on real vehicles, owning large portions of the autonomy stack and ensuring that they provide real improvements to the driving abilities
• Work closely with our data, behavior, and research teams to develop the most advanced autonomy software for all domains to deploy to production for our customers

What they're looking for

• 3+ years of experience building software components or (sub) systems that address real-world perception challenges
• Bachelor’s in Computer Science, Electrical Engineering, Robotics, or related field
• Strong proficiency in C++ and Python
• Experience building machine learning models from data collection to production and deployment
• Deep understanding of the concepts and methods behind any frameworks or libraries that they worked with

Tech stack

• C++
• Python