AI Software Architect

Company:  IC Resources
Location: Oxford
Closing Date: 19/06/2024
Hours: Full Time
Type: Permanent
Job Requirements / Description

AI Software Architect

I am seeking an experienced AI practitioner to lead the architecting and modelling of cutting-edge, ultra-fast and efficient AI Accelerators. You will use your extensive knowledge of AI/ ML algorithms to make specific recommendations on what software and tools to provision to end users of the AI Accelerators - ensuring ease of use and successful deployment of AI models. For this position, you must work 3 days onsite in Oxfordshire and will be joining a multifaceted team spanning hardware, software, and AI/ ML algorithms.

Primary Responsibilities

  • Lead the development of software frameworks and libraries optimised for the AI processor architecture, including low-level drivers and runtime environments.
  • Work closely with your hardware architect counterpart, you will understand the design and capabilities of the next-gen AI processor architecture, including low-level drivers and runtime environments.
  • Lead the development of simulation models of AI Accelerator.
  • Analyse the performance of different AI models on the AI Accelerator.Required Experience
    • Degree in a relevant field such as Computer Science, Mathematics, or Electronics.
    • Experience relevant tools and libraries for AI model quantization, compression, and optimisation to maximise performance on specialised hardware.
    • Strong understanding of hardware-software co-design principles, including memory hierarchy optimisation, cache management, and hardware/ software partitioning.
    • Knowledge of parallel computing principles and experience with parallel programming models (e.g., MPI, OpenMP) for distributed AI processing.
    • Deep understanding of AI model architectures, algorithms, and frameworks (TensorFlow, PyTorch) and their integration with specialized hardware platforms. What’s On Offer
      • ~£80-120K + share options
      • Hybrid working
      • Guide long term roadmap
      • And much moreInterested? This is an excellent opportunity for an AI Software Architect passionate about creating cutting-edge technology. Please apply now for immediate consideration and speak with Matthew Botha who is recruiting for this position in Oxfordshire.
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