layiq
worthy; deserving; fitting; suitable.
A role, opportunity, or path that merits attention, time, and pursuit.
Loading LAYIQ…Job opportunity
Sunnyvale, California, United States of America; GM Automation - Sunnyvale - GM Automation - Sunnyvale
Source: General Motors careers · View original posting
From General Motors's posting. “We” and “our” refer to the employer.
Job Description
General Motors is a global leader in advanced driver assistance , with Super Cruise hands-free technology in more than 500,000 equipped vehicles on the road and over 700 million hands-free miles driven— demonstrating that automation can be trusted, intuitive, and helpful while reaching everyday drivers at unprecedented scale.
Within GM AV, the Model Deployment & Inference Solutions team deploys machine learning models from training frameworks (e.g., PyTorch ) onto autonomous-vehicle hardware; our two-fold mission is to build the ML deployment platform that makes model rollouts fast and predictable, and to optimize models so they meet the real-time latency and memory budgets required to run on-vehicle.
Our work sits on the critical path for GM’s publicly committed launch of eyes-off (hands-free, eyes-free) autonomous driving in 2028 on the Cadillac Escalade IQ, and we’re hiring engineers to help deliver the next generation of safe, delightful personal autonomous-vehicle experiences.
As an early career Engineer on the Model Deployment & Inference Solutions team, you’ll contribute across both sides of our mission: building the ML deployment platform and optimizing models for on-vehicle inference. You’ll work with and learn from senior engineers on real production deployments, platform features, and model-optimization workflows that ship to GM’s Super Cruise fleet at large scale, with structured mentorship and a clear onboarding plan.
You’ll also collaborate closely with our sister teams (kernels, compiler , reduced precision, and parity) on the end-to-end path that takes trained models from research frameworks to ultra-efficient, safety-critical inference on the car. This is an early-career / new graduate role designed for candidates who have recently or will be completing their degree by August 2026.
Internship, research, or advanced coursework in ML systems , ML compilers , GPU programming (CUD A, OpenAI Triton), inference optimization , or distributed training/serving infrastructure .
Familiarity with PyTorch and modern ML compiler/runtime stacks (e.g., torch.compile , TensorRT , ONNX, Triton Inference Server, vLLM , or equivalent).
Exposure to model optimization (quantization, pruning, distillation) or GPU profiling tools (Nsight Systems, Nsight Compute, PyTorch Profiler).
Familiarity with workflow/ML platforms such as Airflow, Temporal, Flyte, Ray, or Kubeflow .
Experience building agentic or LLM-powered tools or workflows .
Open-source contributions related to PyTorch, TensorRT , vLLM, OpenAI Triton , or similar projects.
Coursework, projects, or publications touching ML systems (e.g., MLSys , OSDI, ASPLOS, HPCA, NeurIPS systems track).
Familiarity with a systems language (e.g., C++ ) and development in a Linux environment.
Location
Sunnyvale, CA
This role is categorized as hybrid . This means the selected candidate is expected to report to a specific location at least 3 times a week.
This job may be eligible for relocation benefits
Compensatio n
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 $119,250 to $150,850. 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.




 About GM
Our vision is a world with Zero Crashes, Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better, safer and more equitable for all.
We believe we all must make a choice every day – individually and collectively – to drive meaningful change through our words, our deeds and our culture. Every day, we want every employee to feel they belong to one General Motors team.
LAYIQ is an independent job-discovery service. This listing does not imply a partnership with or endorsement by the employer. Review the original posting for current details and availability.
Employer posted: