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Staff AI/ML Engineer - AMR Robot Localization

General Motors

Michigan

On-site

USD 100,000 - 130,000

Full time

9 days ago

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Job summary

General Motors is seeking a Staff Robot Localization Engineer to develop localization solutions for autonomous robotic systems. You'll work on camera and LiDAR integration, creating high-precision methods and ensuring system performance. Join a pioneering team in the robotics field focused on delivering innovative solutions.

Qualifications

  • Strong knowledge of probabilistic estimation and sensor fusion.
  • Experience with camera and LiDAR-based localization.
  • Ability to troubleshoot and fine-tune localization systems.

Responsibilities

  • Design and implement high-precision localization methods using camera and LiDAR.
  • Develop real-time localization modules for autonomous robots.
  • Create specifications and test procedures to ensure system compliance.

Skills

Probabilistic estimation
Sensor fusion
Real-time system implementation

Job description

Role: We are looking for a Staff Robot Localization Engineer to develop localization solutions that support the development, testing, and validation of localization subsystem of autonomous robotic systems. In this role, you will focus on developing camera- and LiDAR-based localization subsystem, design technical specification, creating and executing test plan, integrating the software with physical and simulation platforms, and enabling teams to accomplish the technical and business objectives.

You will work cross-functionally with experts in autonomy, contributing to system-level validation and the continuous improvement of system robustness and validation workflows.

About the Organization : The Robotics Software team is pioneering the next generation of autonomous robotic systems, focusing on autonomous mobile robots (AMRs) and intelligent robotic platforms. We develop full-stack robotics capabilities—from perception and planning to control and system integration—bringing innovative, real-world autonomous solutions to the future of the work.

What You'll Do:

  • Design and implement high-precision localization methods using camera, LiDAR, wheel encoder and inertial sensors.

  • Develop scalable and real-time localization module optimized for autonomous robotic systems.

  • Create engineering specifications and test procedures to ensure system compliance.

  • Evaluate and benchmark the performance of localization systems.

  • Review the state-of-the-art in camera- and LiDAR-based localization algorithms

  • Troubleshoot using strong knowledge of probabilistic estimation, sensor fusion, and real-time system implementation.

  • Adjust and fine-tune localization system parameters to improve accuracy and robustness

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