Machine Learning Engineer

5 days ago

Oxford, United Kingdom IC Resources Full time

Machine Learning Engineer

Oxford, UK (Hybrid working)


IC Resources is seeking a Machine Learning Engineer to join our client's innovative team in Oxford. The successful candidate will play a key role in advancing AI model performance on next-generation hardware processors, contributing to the development of cutting-edge AI acceleration hardware.


Primary Responsibilities:

  • Performance Benchmarking: Develop and maintain frameworks and methodologies for benchmarking AI models on AI processors, ensuring optimal performance.
  • Algorithm Research and Implementation: Research and implement state-of-the-art machine learning algorithms and techniques to enhance performance on AI processors.
  • Collaboration with Hardware Teams: Work closely with hardware engineers to understand the architecture of processors and optimize AI models for these specialized platforms.
  • Simulation Tool Development: Design and develop simulation tools to model AI performance on processors, facilitating system evaluation and optimization.
  • Integration with Development Workflow: Collaborate with cross-functional teams to integrate benchmarking and simulation tools into the overall development process and product offerings.


Essential Experience:

  • Educational Background: A degree in computer science, engineering, mathematics, a scientific discipline, or a related field.
  • LLM and inference/training on multiple devices and model optimisation of different AI models
  • Benchmarking and Performance Analysis: Experience in benchmarking and analyzing the performance of machine learning models, preferably on specialized hardware platforms.
  • Programming Skills: Proficiency in programming languages such as Python and C/C++, with familiarity in hardware description languages (HDL) being an advantage.
  • Machine Learning Proficiency: Strong expertise in machine learning techniques and frameworks, such as TensorFlow or PyTorch.
  • Simulation Tool Development: Experience in developing simulation tools or software for performance analysis.
  • Communication Skills: Excellent verbal and written communication skills for presenting results and collaborating with team members.
  • Problem-Solving and Creativity: Strong problem-solving abilities and creativity, with the capacity to work both independently and within a team.


Desired Experience:

  • Specialized Hardware Experience: Prior experience in optimizing AI models for specialized hardware platforms.
  • Integration Skills: Experience in integrating benchmarking and simulation tools into broader development workflows.
  • Team Collaboration: Proven ability to collaborate effectively within a multidisciplinary team, including optics, electronics, and software.


What’s On Offer:

  • Innovative Work Environment: Be part of a ground-breaking start-up working on next-generation AI acceleration hardware.
  • Professional Growth: Opportunity to work in a multidisciplinary team and grow with the company as it leads the industry into a new era of computing.
  • Competitive Salary: Attractive compensation package based on experience and expertise.
  • Cutting-Edge Technology: Engage in the development of state-of-the-art AI technologies and contribute to significant advancements in AI acceleration.


If you are interested in this position, please apply now for immediate consideration. This is a unique opportunity to join an innovative team and contribute to the development of revolutionary AI hardware technology.

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