Senior ML Inference Engineer - Platform
GM Automation - Sunnyvale - GM Automation - Sunnyvale, United States
USD 128K-261K Senior-level Full Time
Tasks
- Automate deployment workflows
- Automate trained model to on vehicle inference
- Build agentic tools for deployment issue diagnosis
- Build developer experience tooling
- Collaborate with performance pillar and model development teams
- Design ML deployment platform
- Develop dashboards automation and observability
- Drive model deployments to autonomous vehicle stack
- Implement shift left validation for deployment risk
- Integrate platform tools for kernels compiler reduced precision and parity
- Operate ML deployment platform
Perks/Benefits
- Employee assistance program
- Life insurance
- Medical, dental, and vision
- Paid vacation and holidays
- Relocation benefits
- Retirement savings plan
- Sickness and accident benefits
- Tuition assistance programs
Skills/Tech-stack
Airflow | CUDA | Flyte | Inference Server | Inference latency | Kubeflow | Low Latency | Low-Latency Systems | Model Deployment | Model Optimization | Model Serving | ONNX | PyTorch | Python | Ray | Ray Serve | Real Time | Real-time Systems | Reliability Engineering | Software Observability | Temporal | TensorRT | Time Systems | Torch compile | Torchserve | Triton | Triton Inference | Triton Inference Server | VLLM
Education
Regions
Countries
States
Cities
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