AI Performance Modeller

NewsNowGh; Greater London; On-site; GBP 126,000 - GBP 154,000; Full time

Job summary

A leading AI hardware company seeks an AI Performance Modeller to join its London team in 2026. The role requires expertise in building performance models for high-tech computing systems and offers a highly competitive salary ranging from £126,000 to £154,000, alongside full visa sponsorship and exceptional relocation support. Candidates should have strong programming skills in C++ and Python and a solid understanding of computer architecture. This is an exceptional opportunity to shape the future of computing within a high-growth AI environment.

Benefits

Equity options

Comprehensive relocation support

Premium working environment

Qualifications

• 3+ years of experience building performance or power models for CPUs, GPUs, ASICs, or accelerators.
• Strong programming skills in C++ and Python with experience in cycle-accurate or discrete-event simulators.
• Solid understanding of computer architecture, memory systems, interconnects, and performance analysis theory.

Responsibilities

• Design, build, and maintain functional simulators of the OPTU subsystem and full compute pipeline.
• Develop and own architectural and cycle-accurate performance models to analyse throughput and latency.
• Identify performance bottlenecks and propose architectural or scheduling improvements.

Skills

C++ programming

Python programming

Performance model building

Data analysis

Understanding of computer architecture

Experience with machine learning frameworks

Education

Bachelor's degree in Computer Science

Job description

AI Performance Modeller Job in UK 2026 (£120,000 to £150,000 Annually) | Olix

AI Performance Modeller Job in UK 2026 (£120,000 to £150,000 Annually) | Olix

Olix is recruiting a world-class AI Performance Modeller to join its elite engineering team in London in 2026, offering a highly competitive annual salary between £126,000 and £154,000, plus equity and exceptional benefits. This is a flagship opportunity for international specialists in computer architecture, performance modelling, and AI systems who are seeking a UK-based role with full visa sponsorship and comprehensive relocation support.

Based at Olix’s headquarters in King’s Cross, you will operate at the heart of Europe’s most dynamic AI and deep-tech ecosystem, helping shape the future of optical and accelerator-based computing through rigorous, data-driven performance analysis.

About Role

In this role, you will own and develop the analytical and simulation models that guide Olix’s optical compute (OTPU) architecture and software roadmap. You will build both functional simulators and high-fidelity, cycle-accurate models to explore complex design spaces, identify bottlenecks, and influence critical hardware and software decisions.

Sitting at the intersection of hardware architecture, software tooling, and machine learning workloads, this position is ideal for engineers who thrive on quantitative analysis, system-level thinking, and rapid iteration. Your work will directly influence architectural trade-offs, scheduling strategies, and long-term platform direction.

About Hiring Firm

Olix is a next-generation AI hardware company building breakthrough optical computing systems designed to redefine performance and efficiency at scale. Headquartered in King’s Cross, London, the company offers a premium working environment, top-tier equipment, and a strong ownership culture through stock options.

Olix actively supports international hiring with full UK visa sponsorship and relocation services, ensuring a smooth transition for global talent. The company is known for its ambitious mission, elite engineering culture, and significant investment in people, tools, and long-term innovation.

Responsibilities

• Design, build, and maintain functional simulators of the OPTU subsystem and full compute pipeline
• Develop and own architectural and cycle-accurate performance models to analyse throughput, latency, and utilisation
• Instrument and analyse real workloads such as LLMs, diffusion models, and graph workloads to collect detailed traces
• Run large-scale design-space explorations to evaluate trade-offs and guide hardware, software, and optical roadmaps
• Identify performance bottlenecks and propose architectural or scheduling improvements
• Build Python and C++ tooling for trace parsing, statistical analysis, and visualisation
• Integrate performance models into CI pipelines to provide automated performance regression testing
• Package complex simulation results into clear, decision-ready engineering insights

Requirements

• 3+ years of experience building performance or power models for CPUs, GPUs, ASICs, or accelerators
• Strong programming skills in C++ and Python with experience in cycle-accurate or discrete-event simulators
• Solid understanding of computer architecture, memory systems, interconnects, and performance analysis theory
• Familiarity with machine learning workloads and frameworks such as PyTorch, TensorFlow, or JAX
• Ability to read RTL or hardware schematics and discuss micro-architectural trade-offs with hardware teams
• Strong data analysis and visualisation skills with the ability to communicate complex results clearly
• Bachelor’s degree or higher in Computer Science, Electrical Engineering, Physics, Applied Mathematics, or related field

This is a rare opportunity to secure a highly paid, frontier-level AI systems role in the UK with full visa sponsorship and relocation support. If you want to influence the future of computing at an architectural level while working in one of Europe’s most ambitious deep-tech companies, this role at Olix represents a truly exceptional career move.