AI Software Architect
Job Details
Full Job 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.
Working 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 specialised hardware platforms.
What’s On Offer
~£80-120K + share options
Hybrid working
Guide long term roadmap
And much more
Interested? 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 at IC Resources who is recruiting for this position in Oxfordshire.