Senior Software Engineer - Av Labs

Uber Uber · Consumer · San Francisco, CA +1 · Engineering

Senior Software Engineer for Uber's AV Labs, focusing on Physical AI to build autonomy algorithms that extract semantic meaning from driving data for L4 data lake enrichment. Responsibilities include algorithm development, systems architecture, technical leadership, and cross-functional collaboration with ML and platform teams.

What you'd actually do

  1. Lead the development of autonomy algorithms that extract high-fidelity semantic meaning from complex urban edge cases to enrich our L4 data lake.
  2. Architect onboard systems, including management of upstream sensor dependencies and evaluation metrics for the stack.
  3. Partner with fellow engineers to architect, design, and build scalable solutions that can stand the test of scale and availability.
  4. Partner with platform, product, and security engineering teams to enable the successful deployment of the latest machine learning techniques into production.

Skills

Required

  • C++
  • Linux environments
  • modern AI/ML frameworks (e.g., TensorRT)

Nice to have

  • Autonomous Driving domain experience
  • deploying algorithms in safety-critical physical systems
  • Python
  • Master’s or PhD degree in Computer Vision, Robotics, or Machine Learning

What the JD emphasized

  • Physical AI
  • autonomy algorithms
  • L4 data lake
  • semantic meaning
  • complex urban edge cases
  • onboard systems
  • evaluation metrics
  • scalable solutions
  • machine learning techniques

Other signals

  • unlocking real-world, long-tail driving data
  • Physical AI
  • autonomy algorithms
  • semantic understanding
  • causal modeling