Machine Learning Systems Engineer
Kavya sri GaddamUnited StatesSENIORPosted 5d ago
PythonPyTorchLLM Inference OptimizationvLLMAWS TrainiumAWS Neuron SDKSpeculative DecodingMTPCUDATritonNKIPerformance Benchmarking
About the Role
We are seeking an experienced Machine Learning Systems Engineer to focus on optimizing LLM inference performance on AWS Trainium.
Key Responsibilities
• Optimize LLM inference latency, throughput, and cost across AI accelerator platforms
• Work with AWS Trainium/Trainium2/Trainium3 and AWS Neuron SDK
• Implement Speculative Decoding, MTP, and other advanced techniques
Requirements
• 10+ years of experience in machine learning systems engineering
• Strong expertise in Python and PyTorch
• Experience with LLM Inference Optimization and vLLM
• Knowledge of CUDA, Triton, NKI, and Performance Benchmarking