Machine Learning Engineer — Inference Optimization
Tasks
- Benchmark model performance across hardware
- Build and maintain inference serving infrastructure
- Enhance observability for ML infrastructure
- Implement batching and streaming for inference
- Implement quantization optimization
- Implement speculative decoding
- Improve reliability and monitoring for inference systems
- Optimize KV cache for inference
- Optimize machine learning inference systems for latency and throughput
- Productionize new model architectures
- Profile and identify GPU and CPU inference bottlenecks
- Reduce operational cost for production inference
- Simplify model architectures for efficiency
Perks/Benefits
Skills/Tech-stack
Attention Mechanism | Batching | CUDA | CUDA kernels | Compute Graphs | Distributed Systems | KV cache | Kernel tuning | Low Latency | Low-Latency Systems | Machine Learning | Memory Optimization | Neural Networks | ONNX Runtime | PyTorch | Quantization | ROCm | Speculative decoding | Streaming | TensorRT | Triton | VLLM
Education
N/A
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