About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
Skills: Compiler development, C, C++, LLVM, CPU architecture
About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
Skills: Robot Learning, Imitation Learning, Reinforcement Learning, Robotics Dynamics, Control Theory
About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
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About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
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About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
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About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
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About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
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Research Engineer/Intern - General Decision & Control Agent (Contractor)
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About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
Research Engineer/Intern - General Decision & Control Agent (Contractor)
Greater London, England, United Kingdom · On-site
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About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
Skills: Python, PyTorch, Deep Learning, Computer Vision, Multimodal Large Models
About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
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About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
Skills: Database Systems, AI Infrastructure, LLM Quantization, On-device LLM Inference, C++
City of Edinburgh, Scotland, United Kingdom · On-site
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About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
Skills: Database Systems, AI Infrastructure, LLM Quantization, On-device LLM Inference, C++
About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
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About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
Research Engineer/Scientist - Machine Learning RL & Optimisation (Contractor)
Greater London, England, United Kingdom · On-site
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About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
City of Edinburgh, Scotland, United Kingdom · On-site
Mid level
About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
Skills: LLMs, Foundation Models, Multimodal AI, Geospatial Data, Vector Embeddings
About Huawei Research and Development UK Limited Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and ope…
Skills: GPU Software Architecture, Vulkan, DirectX, OpenGL ES, Metal
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Full-time
bachelor degree, postgraduate degree
33 days annual leave, Group personal pension, Life insurance, Private medical insurance, Medical expense claim scheme, Employee assistance program
Posted 1d ago
~40 hrs/week
Responsibilities
You will optimize AI model inference performance by implementing advanced compiler techniques and profiling end-to-end workflows. Additionally, you will track industry research to produce actionable insights and benchmarks for performance improvements.
Requirements
The role requires proficiency in C/C++ and compiler infrastructure like LLVM or MLIR, along with a deep understanding of AI model architectures. Candidates should have experience with performance profiling tools and familiarity with CPU/XPU hardware optimization.
Full job description
About Huawei Research and Development UK Limited
Founded in 1987, Huawei is a leading global provider of information and communications technology (ICT) infrastructure and smart devices. We have 207,000 employees and operate in over 170 countries and regions, serving more than three billion people around the world.
Our vision and mission is to bring digital to every person, home and organization for a fully connected, intelligent world. To this end, we will drive ubiquitous connectivity and promote equal access to networks; bring cloud and artificial intelligence to all four corners of the earth to provide superior computing power where you need it, when you need it; build digital platforms to help all industries and organizations become more agile, efficient, and dynamic; redefine user experience with AI, making it more personalized for people in all aspects of their life, whether they’re at home, in the office, or on the go.
This spirit of innovation has led Huawei to work in close partnership with leading academic institutions in the UK to develop and refine the latest technologies. With a shared commitment to innovation and progress, both parties have worked together to achieve common goals and establish a strong partnership. The partnership between UK and Huawei help to develop the technologies of the future that will transform the way we all communicate, work and live.
For the past 30 years we have maintained an unwavering focus, rejecting shortcuts and easy opportunities that don't align with our core business. With a practical approach to everything we do, we concentrate our efforts and invest patiently to drive technological breakthroughs.
This strategic focus is a reflection of our core values:
Staying customer-centric,
Inspiring dedication,
Persevering,
Growing by reflection.
Huawei Research and Development UK Limited Overview
Huawei’s vision is a fully connected, intelligent world. To achieve this, we work to inspire passion for basic research around the world. Our combined passion drives development across the global innovation value chain. Huawei has the largest Research and Development organization in the world with 96,000+ employees in research centers around the globe. In the UK, we already have design centers in Cambridge, London, Edinburgh and Ipswich. We continue to explore and define new research directions and new services. We have expanded our collaborations with academic researchers; researched new network architectures, integration of communications and key enabling technologies; and developed the fundamental theories of these technologies. We invite you to join us on this exciting journey and drive your career forward.
Job Summary
We are seeking a skilled AI Compiler Optimization Engineer to optimize AI model inference performance through advanced compiler technologies. You will focus on performance tuning for CPU or hybrid CPU/XPU heterogeneous architectures, profiling AI frameworks to discover new optimization opportunities, and delivering cutting-edge insights from industry research.
Key Responsibilities:
Compiler-Based Performance Optimization:
Implement compiler techniques (e.g., MLIR level optimizations, LLVM backend optimizations) to enhance inference performance on CPU and CPU/XPU hybrid systems
Optimize JIT level compute graphs with operator fusion, memory allocation and etc. for latency/throughput improvements
Preferred: Experience with LLVM/MLIR development
AI Model Profiling & Framework Optimization:
Profile end-to-end inference workflows on frameworks like TensorFlow, PyTorch, ONNX, and llama.cpp to identify hotspots and bottlenecks
Propose and implement optimization strategies (e.g., kernel tuning, graph-level optimizations)
Preferred: Experience optimizing models on multiple AI frameworks
Research & Insight Development:
Track and analyze the latest advancements in AI & compiler research (academic papers, open-source projects)
Produce actionable insight reports summarizing trends, benchmarks, and potential optimizations
Preferred: Strong technical writing skills with prior publications or reports
This job description is only an outline of the tasks, responsibilities and outcomes required of the role. The jobholder will carry out any other duties as may be reasonably required by his/her line manager. The job description and personal specification may be reviewed on an ongoing basis in accordance with the changing needs of Huawei Research and Development UK Limited.
Person Specification:
Required:
Proficiency in C/C++ and compiler infrastructure (LLVM, MLIR, or similar)
Deep understanding of AI model architectures and inference workflows
Experience with performance profiling tools (e.g., perf, TensorBoard, VTune)
Familiarity with CPU/XPU hardware architectures and optimization techniques
Strong analytical and problem-solving skills
Desired:
BSc/MSc/MSci in CS
Contributions to open-source compiler projects (LLVM/MLIR communities)
Experience with heterogeneous computing (CPU/GPU/XPU)
Published work or technical blogs on AI/compiler optimization topics
Good at self-learning, courageous to explore new things, strong in practical skill
What we offer
33 days annual leave entitlement per year (including UK public holidays)
Group Personal Pension
Life insurance
Private medical insurance
Medical expense claim scheme
Employee Assistance Program
Cycle to work scheme
Company sports club and social events
Additional time off for learning and development
Related keywords
AI CompilerOptimizationInferenceLLVMMLIRC++CTensorFlowPyTorchONNXLlama.cppHeterogeneous ComputingCPUXPUPerformance ProfilingKernel Tuning
About Huawei Technologies Research & Development (UK) Ltd
Bring digital to every person, home and organization for a fully connected, intelligent world.
Industry
Telecommunications
Company size
501-1,000 employees
Founded
2017
Headquarters
Cambridge, Cambridgeshire
LinkedIn followers
28,415
Huawei’s vision is a fully connected, intelligent world.
To achieve this, we work to inspire passion for basic research around the world. Our combined passion drives development across the global innovation value chain. Huawei has the largest Research and Development organization in the world with 96,000+ employees in research centers around the globe. In the UK, we already have design centers in Cambridge, London, Edinburgh, Ipswich and Bristol. We continue to explore and define new research directions and new services. We have expanded our collaborations with academic researchers; researched new network architectures, integration of communications and key enabling technologies; and developed the fundamental theories of these technologies. We invite you to join us on this exciting journey and drive your career forward.
Offices: Building 302, Cambridge Science Park, Milton Road, Cambridge, Cambridgeshire CB4 0WG, GB
Bring digital to every person, home and organization for a fully connected, intelligent world.
Industry
Telecommunications
Company size
501-1,000 employees
Founded
2017
Headquarters
Cambridge, Cambridgeshire
LinkedIn followers
28,415
Huawei’s vision is a fully connected, intelligent world.
To achieve this, we work to inspire passion for basic research around the world. Our combined passion drives development across the global innovation value chain. Huawei has the largest Research and Development organization in the world with 96,000+ employees in research centers around the globe. In the UK, we already have design centers in Cambridge, London, Edinburgh, Ipswich and Bristol. We continue to explore and define new research directions and new services. We have expanded our collaborations with academic researchers; researched new network architectures, integration of communications and key enabling technologies; and developed the fundamental theories of these technologies. We invite you to join us on this exciting journey and drive your career forward.
Offices: Building 302, Cambridge Science Park, Milton Road, Cambridge, Cambridgeshire CB4 0WG, GB