AI Researcher — Inference Optimization
Tasks
- Benchmark inference workloads across hardware accelerators
- Deploy optimized inference pipelines
- Design experiments and communicate results
- Develop model level optimizations
- Implement systems level optimizations
- Improve latency throughput memory efficiency and cost per inference
- Optimize inference performance for large neural networks
Perks/Benefits
- N/A
Skills/Tech-stack
CUDA | Deep learning | Distributed Systems | Dynamic batching | GPU Inference | Kernel Fusion | Machine Learning | Model Benchmarking | Multi-GPU | Multi-GPU inference | ONNX Runtime | Pruning | PyTorch | Python | Quantization | ROCm | TensorRT | Triton | VLLM
Education
N/A
Roles
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