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Infrastructure Research Engineer

Infrastructure Research Engineer

Project PeopleEdinburgh, Scotland, United Kingdom
16 days ago
Job type
  • Full-time
Job description

Key Responsibilities :

  • Collaborative engineering : Work within a larger team to rapidly develop proof-of-concept prototypes to validate research ideas and integrate them into production systems and infrastructure
  • Performance Analysis : Conduct in-depth profiling and tuning of operating systems and large-scale distributed systems, leveraging heterogeneous hardware (CPU, NPU).
  • Documentation and Reporting : Maintain clear technical documentation of research findings, design decisions, and implementation details to ensure reproducibility and facilitate knowledge transfer within the team.
  • Research & Technology Exploration : Stay current with the latest advancements in AI infrastructure, cloud-native technologies, and operating systems. E.g. techniques to efficiently execute inference workload based on SW / HW co-design; exploit workload characteristics to prefetch memory / minimize communication.
  • Stakeholder Communication : Present project milestones, performance metrics, and key findings to internal stakeholders.

List details of Knowledge, Skills, Experience and Qualifications needed to do the job :

Required :

  • Bachelor's or Master's degree in Computer Science or a related technical field.
  • A solid background in operating systems and / or distributed systems and / or ML systems.
  • Excellent programming skills, master of at least one language, such as C / C++.
  • Good communication and teamwork skills.
  • Be comfortable with research methodology.
  • Desired :

  • Familiarity with current LLM architectures (e.g. Llama3, DeepSeek V3)
  • Familiarity with production LLM serving systems and inference optimizations (e.g. VLLM)
  • Experience with accelerator programming (e.g. CUDA, Triton) and communication libraries (e.g. NCCL)
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    Infrastructure Engineer • Edinburgh, Scotland, United Kingdom