Senior DL Software Engineer, Model Optimization and Edge Deployment - Autonomous Vehicles
US, CA, Santa Clara, United States
USD 184K-356K Senior-level Full Time
Tasks
- Accelerate inference with attention kernels
- Automate deployment pipelines
- Convert models to TensorRT
- Design inference optimization strategies
- Develop model optimization techniques
- Extract model graph representations
- Implement model compression methods
- Integrate models in C++ production systems
- Optimize performance across edge architectures
- Profile model compute and memory bottlenecks
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | CUDA | Cutlass | Efficient Attention | GPU Architecture | Hardware-in-the-loop | JAX | KV cache | Knowledge Distillation | Low Bit Inference | Model profiling | Model sharding | Pruning | PyTorch | Quantization | Sequence parallelism | Speculative decoding | Tensor Parallelism | TensorRT | The Loop | Triton
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Regions
Countries
States
Cities
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