Senior ML Compiler Engineer Bristol

Mesh-AI Limited; Bristol; Hybrid; GBP 60,000 - 80,000; Full time

Job summary

A leading AI technology firm is seeking a Senior ML Compiler Engineer to develop innovative compiler stacks for AI acceleration hardware. This role involves enabling high performance for machine learning models on state-of-the-art accelerators. The ideal candidate has experience with MLIR or TVM, strong C/C++ skills, and a background in computer science or related fields. The position offers the flexibility of working from either Bristol or London, fostering a collaborative environment to drive results in cutting-edge AI developments.

Qualifications

• 3+ years of industry experience in machine learning compiler development.
• Proven experience with industry standard technologies such as MLIR or TVM.
• Excellent C/C++ skills and experience in performance optimization.

Responsibilities

• Develop the machine learning compiler stack for AI acceleration hardware.
• Enable performance of the latest LLMs on the accelerators.
• Collaborate with hardware, driver runtime, and ML engineers.

Skills

Experience with MLIR or TVM

Knowledge of machine learning techniques

Understanding of computer architecture

C/C++ programming skills

Performance optimization techniques

Education

Degree in Computer Science, Electronic Engineering, Maths, or Physics

Tools

Industry standard development tools

Job description

At Fractile, we’re taking a revolutionary approach to computing to run the world’s largest language models 100x faster than existing systems. Our fast-growing team is working at the cutting edge of the latest AI developments in both hardware and software. Want to get involved?

We are looking for Senior ML Compiler Engineers with experience in machine learning compilation to work on the compiler stack for our ground-breaking AI accelerators. You can be based in our Bristol office or London, the choice is yours.

In this role, you will:

• Develop the machine learning compiler stack for Fractile’s innovative AI acceleration hardware
• Enable industry-leading performance of the latest LLMs on Fractile’s accelerators
• Work with hardware, driver runtime, and ML engineers in a highly collaborative hardware-software co-design methodology

It would be great if you have:

• Proven experience of the development of machine learning compilers using industry standard technologies such as MLIR or TVM
• Up-to-date knowledge of machine learning techniques and technologies
• A good understanding of computer architecture and performance optimisation techniques
• Excellent C/C++ skills and solid experience of industry standard development tools and technologies
• An creative and innovative mindset, and a willingness to take ownership and drive results in a fast-paced environment
• Computer Science, Electronic Engineering, Maths, Physics, or related degree and 3+ years of industry experience

You may also have:

• Previous experience in a startup or small team environment