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Staff ML Engineer, Static World Perception

StackAV

Salary not specified
Aug 1, 2025
Pittsburgh, PA, US • Remote, US
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The company is looking to develop and enhance algorithms and systems for online map standards to meet the required performance for L4 self-driving vehicles.

Requirements

  • Extensive experience architecting, training, and deploying deep learning models into real-world environments.
  • Experience delivering perception/mapping solutions for real-time robotic applications.
  • Prior experience in sensor fusion and/or online mapping is highly desirable.
  • Strong experience in software engineering and machine learning algorithm design.
  • Fluency in Python.
  • Experience with C++.

Responsibilities

  • Work in the team to deliver state-of-the-art online and offline mapping algorithms and systems for L4 self-driving vehicles.
  • Write robust software for real-time, resource-constrained, safety-critical applications.
  • Drive highly cross-functional features and work streams from problem statement to delivery.
  • Proactively identify limitations with the existing online mapping system and drive improvements.
  • Lead challenging technical topics and build consensus.

Other

  • Align stakeholders with strong presentation and communication skills.
  • Track record of driving applied research projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization.
  • U.S. person status, and/or citizenship status may be required for this position.
  • This position may involve working with software and technologies subject to U.S. export control regulations.