Machine Learning Engineer, AI Inference Solutions (University Grad)
GM Automation - Sunnyvale - GM Automation - Sunnyvale, United States
USD 119K-150K Entry-level Full Time
Tasks
- Apply diagnostic playbook compiler kernel runtime parity
- Build ML deployment platform
- Build and maintain deployment platform tools
- Collaborate on model deployment planning for AV stack
- Conduct inference benchmarking and profiling
- Develop production code for ML deployment workflows
- Follow secure coding safety and compliance practices
- Implement model optimization experiments quantization pruning distillation
- Investigate production deployment performance issues
- Optimize models for on vehicle inference
- Participate in code reviews design discussions and documentation
Perks/Benefits
- Health and wellbeing benefits
- Hybrid work schedule
- Paid vacation and holidays
- Relocation assistance
- Tuition assistance
Skills/Tech-stack
Airflow | C++ | CUDA | Code review | Compilers | Computer Architecture | Computer Vision | Deep learning | Distributed Systems | Flyte | GPU Profiling | Inference Server | Knowledge Distillation | Kubeflow | Language Processing | Linux | Machine Learning | Natural Language | Natural Language Processing | Nsight Compute | Nsight Systems | ONNX | ONNX Runtime | Operating Systems | Pruning | PyTorch | PyTorch Profiler | Python | Quantization | Ray | Temporal | TensorRT | Torch compile | Triton Inference | Triton Inference Server | VLLM
Education
N/A
Regions
Countries
States
Cities
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