Research Engineer, Model Inference & Serving - London
H · London
6 months ago
HybridFull_timemodel inferencemodel servingmultimodal ai
6 months ago
Workplace
Hybrid
Employment
Full_time
Location
London
Posted
6 months ago
Summary
Research engineer role on h's inference team, building and operating the systems that serve multimodal agentic models in production. You will work across the inference engine and model serving layers to improve latency, throughput, and cost, and evaluate inference and hardware platforms. The role is hybrid, with an expectation to be in the office about 3 days per week.
Responsibilities
- Build and operate the inference stack
- Improve latency, throughput, and serving cost
- Research and implement inference techniques
- Co-design training-time decisions with models team
- Integrate inference into agentic ai products
- Evaluate inference, serving, and hardware platforms
- Communicate findings to stakeholders
pythonrustc++gopytorchjaxdistributed systemskubernetestransformersmultimodal architecturesvllmsglangtensorRT-llmcudatritonllama.cppmlxonnx runtimequantizationspeculative decodingdisaggregated inferencekv-cache compression
model inferencemodel servingmultimodal aiagentic aidistributed systems