**Job Description**

**ABOUT THE ROLE**

GM is building a next-generation autonomous vehicle system targeting highway launch. That system runs on GPU clusters for model training, on large-scale simulation infrastructure for validation, and on data pipelines that ingest and process sensor data at petabyte scale. All of it cloud-hosted, all of it needs to scale predictably as the program accelerates.

As Senior Manager of AV Cloud Capacity & Performance Engineering, you own the team and function responsible for making sure that infrastructure is always scaled, efficiently utilized, and fiscally sound. You'll build and operate the capacity modeling, cost optimization, performance benchmarking, and vendor management capabilities that allow the AV engineering organization to develop without resource ceilings.

In practice, this means making calls like: committing to a GPU procurement months before demand materializes based on program signals, calling a cross-...