Senior ML Compiler Engineer London

Fractile Ltd; Bristol; On-site; GBP 60,000 - 80,000; Full time

Job summary

A pioneering AI company in Bristol seeks a Senior ML Compiler Engineer to develop the machine learning compiler stack for their innovative AI acceleration hardware. Candidates should have experience with industry standard tools like MLIR or TVM and a solid understanding of performance optimization. This role promises a dynamic work environment and significant ownership over projects.

Qualifications

• 3+ years of industry experience in machine learning compilers.
• Up-to-date knowledge of machine learning techniques and technologies.
• Understanding of computer architecture.

Responsibilities

• Develop the machine learning compiler stack for innovative AI hardware.
• Enable performance of the latest language models on accelerators.
• Work collaboratively with hardware and software teams.

Skills

Machine learning compilation

C/C++

Performance optimisation techniques

Collaborative methodology

Education

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

Tools

MLIR

TVM

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