Machine Learning Engineer — Inference Optimization
Tasks
- Benchmark model performance across hardware and cloud
- Build and maintain inference serving infrastructure
- Implement quantization and model optimization techniques
- Improve monitoring observability and reliability for inference services
- Optimize KV cache and speculative decoding
- Optimize machine learning inference systems for latency
- Profile and identify bottlenecks in GPU and CPU inference pipelines
- Scale inference systems for real production workloads
- Throughput and scalability improvements
Perks/Benefits
Skills/Tech-stack
Attention Mechanisms | Batching | CUDA | Compute Graphs | Deep learning | Distributed Systems | GPU Performance | GPU performance tuning | Inference Optimization | KV cache | Low Latency | Low-Latency Systems | Machine Learning | Memory Optimization | Monitoring | Neural Networks | ONNX Runtime | Observability | Performance Tuning | PyTorch | Quantization | Speculative decoding | Streaming | TensorRT | Triton | VLLM
Education
N/A
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