Senior AI/ML Sensing & Perception Engineer

General Motors; Washington; Hybrid; USD 182,000 - 251,000; Full time

Benefits offered by this job

Bonus potential

Relocation benefits

GM benefits package

Job summary

General Motors seeks a Senior AI/ML Future Sensing Engineer to develop and evaluate ML solutions for future sensing architecture and autonomous driving performance. You will translate research into production-ready solutions and work with cross-functional teams to integrate models into onboard systems.

You will collaborate on model training, evaluation, and deployment-oriented support, focusing on unsupervised pre-training, imitation learning, reinforcement learning, and foundation modeling

Qualifications

• Bachelor’s or Master’s degree in Computer Science, Robotics, ML, or Electrical Engineering or related field.
• Experience applying machine learning techniques to real-world systems or large-scale datasets.
• Experience building AI/ML or perception systems in autonomy, robotics, computer vision, or related domains.
• Proficiency in PyTorch and Python.

Responsibilities

• Develop and improve AI/ML solutions aligned with GM’s autonomous driving and future sensing objectives.
• Apply techniques such as unsupervised pre-training, imitation learning, reinforcement learning, model scaling and selection, and foundation modeling to problems in object detection, tracking, classification, perception, and safe AI.
• Develop and evaluate perception models and components for sensing studies involving cameras, lidar, radar, and multi-modal sensor fusion.
• Implement and evaluate models, incorporating research advancements into practical applications.
• Contribute to model training, fine-tuning, validation, debugging, and performance optimization for perception and sensor-fusion tasks.
• Help define and implement robust metrics for detection, reconstruction, localization support, semantic labeling, and model robustness under varied environmental conditions.

Skills

Python

PyTorch

Machine Learning

Computer Vision

Robotics

Autonomy

Perception systems

Sensor fusion

Education

Bachelor’s or Master’s degree in CS/Robotics/ML/EE

Tools

NumPy

Pandas

Apache Spark

Job description

General Motors seeks a Senior AI/ML Future Sensing Engineer to develop and evaluate ML solutions for future sensing architecture and autonomous driving performance. You will translate research into production-ready solutions and work with cross-functional teams to integrate models into onboard systems.

You will collaborate on model training, evaluation, and deployment-oriented support, focusing on unsupervised pre-training, imitation learning, reinforcement learning, and foundation modeling