Senior Compiler Engineer

Olix

Greater London

On-site

GBP 189,000 - 231,000

Full time

2 days ago
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Benefits offered by this job

Equity options
Living-Local bonus
Retirement benefits

Job summary

OLIX is searching for a Senior Compiler Engineer to join the team building the ML backend (compiler, run-time, and debugger) for our next-generation hardware. You will work on seamless support for large AI models and optimize performance in close collaboration with hardware and modelling teams.

The role focuses on designing and implementing a compiler stack for PyTorch, TensorFlow, JAX on custom hardware, with equity and local Living Bonus perks. London office.

Qualifications

  • 5+ years of software engineering with a focus on C/C++
  • Deep expertise in ML framework internals, compilers, low-level programming and optimisation techniques.
  • Deep expertise with TensorFlow, PyTorch or JAX models.
  • Experience with LLVM, OpenXLA/XLA, MLIR, TVM.
  • Bachelor's degree in CS, EE, maths or related field.
  • Personal projects are a differentiating factor.

Responsibilities

  • Own and deliver projects on team roadmap that unlock high-impact milestones.
  • Architect and build compiler, runtime and debugger for PyTorch, TensorFlow, JAX on custom hardware.
  • Optimise performance using layout, fusion, scheduling and tiling to maximise throughput.
  • Lead code reviews and uphold best practices in ML backend and performance engineering.
  • Stay ahead of GPU and AI accelerator trends and prototype innovations.

Skills

C/C++
ML framework internals
Compiler development
Low-level programming
TensorFlow PyTorch JAX
LLVM OpenXLA MLIR TVM
High-performance computing
Problem solving
Team collaboration

Education

Bachelor's degree in CS/EE/math

Tools

LLVM
OpenXLA/XLA
MLIR
TVM

Job description

About OLIX

AI is growing faster than any technology in history and the explosion in demand has created a massive infrastructure gap; we can no longer build chips or power stations fast enough to keep up. The industry is still leaning on a ten-year-old hardware blueprint that has reached its limit. A new paradigm that is faster and more efficient will be the biggest economic opportunity of the next century and create the most important company of the next decade. The OLIX Decode Accelerator 1 (DX-1) is the first accelerator architected specifically for decode. Rack-scale co-design of logic, data movement, packaging, optics and interconnect enables a step change in system level performance.

The Role

We're searching for Senior Compiler Engineer to join the team building the ML backend (compiler, run-time, and debugger) for our next-generation hardware that connect PyTorch, Tensorflow, JAX, and MXNet down to our low-level kernel drivers. Your mission will be to create seamless support for a broad ecosystem of large AI models, and ensure we are pushing the limits of their performance envelope by closely partnering with hardware and modelling teams to understand device trade-offs.

Responsibilities
  • Project Ownership: Own and deliver projects on your team's roadmap that unlock key high-impact technical and business milestones that drive the success of Olix.
  • Architect & Build: Design and implement our compiler, runtime, and debugger for PyTorch, TensorFlow, JAX, and MXNet on custom hardware.
  • Optimise Performance: Apply advanced techniques (layout, fusion, scheduling, tiling) to eliminate bottlenecks and maximise throughput.
  • Mentor & Encourage Standards: Lead code reviews, coach peers, and uphold best practices in ML backend and performance engineering for your team.
  • Guide Team Direction: Stay ahead of GPU, AI accelerator trends; propose and prototype innovations.
Skills & Experience
  • 5+ years of experience in software engineering with a focus on C/C++ programming.
  • Deep expertise in ML framework internals, compilers, low-level programming, and optimisation techniques.
  • Deep expertise in optimising Tensorflow, PyTorch or JAX deep learning models.
  • Deep expertise with multiple toolchains like LLVM, OpenXLA/XLA, MLIR, TVM.
  • Practical experience applying machine learning in high-performance computing contexts.
  • Strong problem-solving skills and the ability to think critically and creatively.
  • Experience in high-pace, dynamic work environments.
  • Excellent teamwork and communication skills, with the ability to collaborate effectively with cross-functional teams.
  • Bachelor's degree in computer science, electrical engineering, telecoms engineering, mathematics, or a related field.

Personal projects are a key differentiating factor and hold more weight than other requirements.

Compensation & Equity
  • Competitive Salary: Commensurate with your experience, skills, and location
  • Equity & Ownership: Meaningful stock options. You're not just joining the mission; you're owning a piece of it
  • Proximity Bonus: We value your time. To minimise your commute and maximise your life, we offer an annual Living-Local Bonus if your residence is within 20 minutes of the office
  • Retirement Benefits: Employer-contributed retirement plans to help you build long-term financial security.

Due to U.S. export control regulations, candidates' eligibility to work at OLIX depends on their most recent citizenship or permanent residency status. We are generally unable to consider applicants whose most recent citizenship or permanent residence is in certain restricted countries (currently including Iran, North Korea, Syria, Cuba, Russia, Belarus, China, Hong Kong, Macau, and Venezuela). Applicants who have subsequently obtained citizenship or permanent residency in another country not subject to these restrictions may still be eligible.

Compensation: £210K - Offers Equity

London - Starting from £210K - Offers Equity

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