Senior ML Inference Engineer - Platform
GM Automation - Sunnyvale - GM Automation - Sunnyvale, United States
USD 128K-261K Senior-level Full Time
Tasks
- Automate trained model to on vehicle inference
- Build ML deployment platform
- Build developer experience tooling and dashboards
- Design ML deployment platform
- Develop agentic tools for deployment diagnosis
- Develop agentic tools for deployment fixes
- Drive model deployments to autonomous vehicle stack
- Implement automation and observability for deployment
- Integrate kernels compiler and reduced precision tools into deployment workflow
- Operate ML deployment platform
- Partner on performance optimization and model serving
- Perform shift left validation
- Surface compile runtime parity latency risks early
Perks/Benefits
- Employee assistance program
- Health insurance benefits
- Life insurance
- Medical/Dental/Vision
- Paid vacation
- Relocation benefits
- Remote work
- Retirement savings plan
- Travel Under 25 Percent
- Tuition assistance
Skills/Tech-stack
Abstractions | Airflow | CUDA | Flyte | Inference Integration | Infrastructure | Interfaces | Kubeflow | Low Latency | Low-Latency Systems | MLflow | Model Deployment | Model Optimization | Model Serving | ONNX | Observability | PyTorch | Python | Ray | Ray Serve | Real Time | Real-time Systems | Reduced precision | Reliability | Software Architecture | Temporal | TensorRT | Time Systems | Torch compile | Torchserve | Triton | Unit Testing | VLLM
Education
Regions
Countries
States
Cities
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