4 дня назад
Senior ML Compiler Engineer (AI Accelerators)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior ML Compiler Engineer (AI Accelerators): Developing the machine learning compiler stack for Fractile’s AI acceleration hardware and enabling high-performance execution of the latest LLMs with an accent on compiler architecture and hardware-software co-design. Focus on defining IR, lowering strategies, optimisation passes, and execution models while solving performance challenges across hardware, runtime, and ML systems.
Location: London or Bristol, UK; office-based
Company
is building custom AI accelerator chips and a full-stack execution engine combining hardware, compiler, and runtime technologies for high-speed large language model inference.
What you will do
- Develop the machine learning compiler stack for ’s AI acceleration hardware.
- Enable industry-leading performance for the latest large language models on accelerators.
- Define the compiler’s intermediate representation, lowering strategy, optimisation passes, and execution model.
- Collaborate with hardware, driver-runtime, and machine learning engineers through hardware-software co-design.
Requirements
- 4+ years of industry experience and a degree in Computer Science, Electronic Engineering, Mathematics, Physics, or a related field.
- Proven experience developing machine learning compilers with industry-standard technologies such as MLIR or TVM.
- Current knowledge of machine learning techniques and technologies.
- Strong understanding of computer architecture and performance optimisation.
- Excellent C/C++ skills and solid experience with standard development tools and technologies.
- Creative, innovative, and ownership-oriented approach in a fast-paced environment.
Nice to have
- Previous experience in a startup or small-team environment.
Culture & Benefits
- Meaningful equity participation.
- Private medical, dental, and vision insurance.
- Contributory pension.
- 25 days of holiday plus bank holidays.
- Life and critical illness insurance.
- Inclusive and diverse office environment with a focus on collaborative problem-solving.
Hiring process
- Some roles may require additional eligibility checks because the work is subject to UK, US, and other international export control regulations.
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