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Lead Performance Modeling Engineer

2 months ago

Cambridge, Cambridgeshire, United Kingdom IC Resources Full time

Job Summary

We are seeking a highly skilled Principal Performance Modelling Engineer to join our team at IC Resources. As a key member of our team, you will be responsible for developing functional and timing simulators, undertaking performance analysis for architectural exploration, and identifying and fixing performance bottlenecks.

About the Role

In this role, you will work closely with our clients to understand their performance requirements and develop solutions to meet those needs. You will be involved in workload analysis to develop a deep understanding of the characteristics of workloads in the target market, including machine learning, data analytics, and graph analytics.

Key Responsibilities

  • Develop functional and timing simulators to model performance behavior
  • Undertake performance analysis to identify areas for improvement
  • Develop and implement solutions to address performance bottlenecks
  • Collaborate with cross-functional teams to ensure seamless integration of performance modeling into the development process
  • Stay up-to-date with industry trends and emerging technologies to ensure our clients receive the best possible solutions

Requirements

  • Strong C/C++ development skills
  • Excellent understanding of GPU/CPU architecture and microarchitecture
  • Knowledge of performance modeling concepts
  • SIMT processing, cache, and memory hierarchies
  • Understanding of benchmarks and workloads in the ML space

What We Offer

We offer a competitive salary and benefits package, as well as opportunities for professional growth and development. If you are a motivated and experienced performance modeling engineer looking for a new challenge, please apply to learn more about this exciting opportunity.