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Senior Machine Learning Engineer – Perception & Embodied AI
Summary by AIEngineer.careers
Senior Machine Learning Engineer – Perception & Embodied AI is a Machine Learning Engineer role (full-time). with General Motors. in MOUNTAIN VIEW, US. Compensation shown: $171K–$261K. Imported listing (source: aihiringboard.com). Apply on the employer's site (aihiringboard.com).
Imported listing (source: aihiringboard.com) · Apply on aihiringboard.com
MOUNTAIN VIEW · US
$171K–$261K
Full-time
SENIOR
The sections below reproduce the third-party job description for reference. AIEngineer.careers does not write or control this text.
Imported job description
Sourced from aihiringboard.com
General Motors is seeking a Senior Machine Learning Engineer for Perception within its Embodied AI organization. You will own the end-to-end pipeline for safety-critical ML perception models, from research and data curation to optimization and real-time deployment on vehicle compute platforms. The role focuses on enabling vehicles to accurately see, classify, and track their environment, including rare road markings, complex intersections, and vulnerable road users.
Responsibilities
- Own the design, training, validation, and deployment of deep learning models for 3D object detection, tracking, and real-time map detection.
- Build and scale ML training infrastructure, including data mining, loading, multi-stage training, and evaluation.
- Optimize model performance for real-time, low-latency requirements on embedded hardware.
- Conduct data-driven analysis to debug and resolve performance degradations, especially in long-tail and adversarial scenarios.
- Define and implement robust model-level metrics to guide development.
- Collaborate with Safety, Systems, and other engineering teams to integrate perception outputs.
Requirements
- BS, MS, or PhD in Computer Science, Machine Learning, Robotics, or a related quantitative field.
General Motors
Detroit · US · 151000+ employees
General Motors (GM) is a global automotive manufacturer known for iconic brands such as Chevrolet, Buick, GMC, and Cadillac. The company focuses on building vehicles, advancing automotive technology, and working toward a future with zero crashes, zero emissions, and zero congestion.
