Expert Machine Learning Optimization Engineer - Self Driving
Frankfurt am Main, Germany
EUR 39K-55K (estimate) Senior-level Full Time
Tasks
- Apply model optimization techniques quantization pruning distillation mixed precision
- Benchmark and validate models in real world scenarios
- Build inference pipelines for low latency
- Deploy models on embedded automotive hardware
- Design training and inference workflows
- Develop distributed training pipelines
- Ensure safety, reliability, and performance compliance
- Implement CI CD build and automated testing pipelines
- Integrate optimized models into self driving stack
- Optimize machine learning models for self driving deployment
- Profile and debug CPU GPU and accelerator performance
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | CI/CD | CUDA | Computer Vision | Deep learning | Distributed Training | GPU Acceleration | Knowledge Distillation | Machine Learning | Memory Management | Mixed Precision | Mixed-precision training | Network Optimization | Neural Network | Neural Network Optimization | ONNX | Parallel Computing | Profiling | Pruning | PyTorch | Python | Quantization | TensorFlow | TensorRT | Version control
Education
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