Systems Research Engineer
Role details
Job location
Tech stack
Job description
- Architect and implement distributed system components for AI workloads across CPU, GPU, and NPU clusters.
- Conduct in-depth profiling and performance tuning of inference pipelines, focusing on KV cache management.
- Develop low-latency, fault-tolerant AI serving frameworks using vLLM, Ray Serve, and PyTorch Distributed.
- Research and prototype novel techniques for cache sharing, data locality, and resource orchestration.
- Translate innovative designs into publishable contributions at top-tier venues (e.G., OSDI, NSDI, MLSys).
- Collaborate with global research teams to drive the internal adoption of novel system architectures., Mobile Electrician Bellshill - Scotland £38,425 Brief Mobile Electrician needed for a well-known Facilities Management organisation based in Bellshill who are looking to employ an experienced and well-rounded Mobile Electrician that takes pride in their work. The...
Requirements
- Preferably a PhD, at minimum a masters degree, in Computer Science, distributed systems, or related field.
- Strong knowledge of Distributed Systems, OS internals, and Machine Learning systems architecture.
- Hands-on experience with LLM serving frameworks (vLLM, Ray Serve, TensorRT-LLM, or TGI).
- Proficiency in C/C++ for systems development and Python for research prototyping.
- Solid grounding in distributed algorithms, load balancing, and state management.
- Proven ability to conduct systems research, ideally evidenced by publications in top-tier conferences.
Keywords: Systems Research Engineer / Distributed Systems / AI Infrastructure / LLM Serving / vLLM / KV Cache / Performance Optimization / Machine Learning Systems / C++ / Python / Ray Serve / PyTorch Distributed / Cloud Infrastructure
Benefits & conditions
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