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Staff AI/ML Engineer - AMR Robot Localization

  • 위치
    • Mountain View, California
  • 일정 Full time
  • 게시됨
  • Job Requisition JR-202508502

설명

Hybrid: This role is categorized as hybrid. This means the successful candidate is expected to report to the MTV office three times per week, at minimum. 

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 

[Additional Description]

Your Skills & Abilities:  

  • Bachelor's, Master’s or Ph.D. in Robotics, Computer Science, Electrical/Mechanical Engineering, or related field. 

  • Proficiency in C++ or Python. 

  • Expertise in camera- and LiDAR-based localization algorithms, statistical estimation theory, and practices such as pose graph and factor graph optimization and implementation. 

  • Experience optimizing localization software to balance performance within resource constraints. 

  • Understanding of state-of-the-art solutions in place recognition for addressing loop-closure detection issues. 

  • Familiarity with ROS2 or other robotics middleware. 

  • Understanding and experience of other robotics key modules such as perception, mapping, and path planning. 

  • Adhere to continuous development and deployment practices in robotic software development 

What Will Give You A Competitive Edge:  

  • Proficiency with deep learning frameworks and toolchains like PyTorch and TensorFlow 

  • Knowledge of the development process for deep learning and AI models 

  • Familiarity with localization repositories like Cartographer, ORB-SLAM, and VINS-Mono. 

  • Experience working with cloud-based map construction systems. 

  • AV/ADAS integration or industrial automation experience is a bonus. 

Compensation : The compensation information is a good faith estimate only. It is based on what a successful applicant might be paid in accordance with applicable state laws. The compensation may not be representative for positions located outside of New York, Colorado, California, or Washington.  

  • The salary range for this role is 166,000 to 265,000. The actual base salary a successful candidate will be offered within this range will vary based on factors relevant to the position. 
  • Bonus Potential: An incentive pay program offers payouts based on company performance, job level, and individual performance. 
  • Benefits: GM offers a variety of health and wellbeing benefit programs. Benefit options include medical, dental, vision, Health Savings Account, Flexible Spending Accounts, retirement savings plan, sickness and accident benefits, life insurance, paid vacation & holidays, tuition assistance programs, employee assistance program, GM vehicle discounts and more

Relocation: This job may be eligible for relocation benefits.  

#LI-CX1

다양성 정보

General Motors는 법적으로 금지된 차별을 배제하는 것은 물론 포용성과 소속감을 진정으로 장려하는 직장이 되기 위해 노력하고 있습니다. 당사는 다양성이 보장되는 환경에서 직원들이 역량을 발휘하고 우리 고객을 위한 더 좋은 제품을 개발할 수 있다고 믿습니다. 따라서 입사에 관심 있는 사람이 있다면 포지션별 주요 업무와 자격을 확인하고 본인이 보유한 기술과 능력에 부합하는 모든 포지션에 적극적으로 지원하기를 장려합니다. 지원자는 채용 과정에서 역할 관련 평가(해당하는 경우) 및/또는 채용 전 스크리닝을 통과해야 합니다.  자세한 정보는 GM 채용 과정 안내를 참고하십시오.

공평한 취업 기회 선언 (미국)

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숙소 (미국 및 캐나다)

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