Machine Learning Engineer
1 month ago
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 analysing the performance of machine learning models, preferably on specialised 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 optimising AI models for specialised 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 groundbreaking 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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