Senior R&D Engineer - Compiler Technology

Axelera AI · Europe,UK

Company

Axelera AI

Location

Europe,UK

Type

Full Time

Job Description

About Us

Axelera AI is not your regular deep-tech startup. We are creating the next-generation AI platform to support anyone who wants to help advancing humanity and improve the world around us.

In just three years we have raised a total of $120 million and have built a world-class team of 180+ employees (including 55+ PhDs with more than 40000 citations) both remotely from 11 different countries and with offices in Belgium Switzerland Italy the UK headquartered at the High Tech Campus in Eindhoven Netherlands.

We have also launched our Metis™ AI Platform which achieves a 3-5x increase in efficiency and performance and have visibility into a strong business pipeline exceeding $100 million.

Our unwavering commitment to innovation has firmly established us as a global industry pioneer.

Are you up for the challenge?

Position Overview

Within the R&D System Architecture team we are seeking a highly skilled Senior Engineer focusing on Compiler technology with a corporate or academic background in Hardware and System Architecture Computer Science AI model engineering or similar fields.

Your primary role will be to design architect and implement Axelera’s experimental forward looking Neural Network compiler and its integration into the commercial Software Development Kit (SDK). The ideal candidate will drive innovation in hardware architecture compiler technology and neural network architecture contributing significantly to our technological advancements in AI.

Responsibilities:

- Contribute to the design architecture and implementation of Axelera’s next-gen neural network compiler.

- Engage in cutting-edge research to pioneer new methodologies and develop novel performance-oriented compiler features tailored to Axelera’s hardware platforms.

- Integrate compiler features into Axelera’s commercial SDK.

- Perform rigorous performance evaluation and benchmarking of state-of-the-art neural networks on Axelera’s current and next-gen products.

- Collaborate closely with cross-functional teams including software engineers ML scientists and product managers to align on project goals and requirements.

- Communicate complex technical concepts effectively to both technical and non-technical stakeholders within the organization.

- Contribute actively to the team's knowledge base through documentation sharing best practices and participating in technical discussions.

- Collaborate with academia or industry partners on joint research projects to explore new possibilities in AI technology.

- Contribute to Axelera's intellectual property through patent filings whitepapers blogposts or publications in relevant conferences or journals.

Requirements:

- Master’s or Ph.D. degree in Computer Science Electrical Engineering or another related field (circuit design computer architecture compiler technology or AI/ML).

- Basic working knowledge of Neural Networks specifically Convolutional or transformer Neural Networks for Computer vision and Sequence Modelling.

- Experience in software development.

- Strong programming skills in Python

- Excellent communication skills with the ability to collaborate effectively in a team environment.

- Preferred: Experience or knowledge of compiler technology with relevant development or usage experience in Tensorflow XLA TVM MLIR Glow or any custom frameworks.

- Preferred: Basic knowledge of common computer architectures (CPU GPU AI accelerators) and SoC architecture.

- Preferred: proven track record of innovative contributions to AI/ML projects or research initiatives / publications or patents in the field of neural networks system architecture or related areas.

Location

We offer a flexible working arrangement with options to:

  • Work from one of our Axelera AI offices (Leuven in Belgium Amsterdam and Eindhoven in the Netherlands Zurich in Switzerland Florence and Milan in Italy or Bristol in the United Kingdom) if you're already based in the vicinity.

  • Work fully remotely from any European country (incl. the UK) you are already in.

  • Relocate with us and work from Amsterdam or Eindhoven (Netherlands) or Florence (Italy).

What we  offer

This is your chance to shape and be part of a dynamic fast-growing international organization. We offer an attractive compensation package including a pension plan extensive employee insurances and the option to get company shares.

An open culture that supports creativity and continual innovation is awaiting you. Collaborative ownership and freedom with responsibility is characteristic for the way we act and work as a team.

At Axelera AI we wholeheartedly embrace equal opportunity and hold diversity in the highest regard. Our steadfast commitment is to cultivate a warm and inclusive environment that empowers and celebrates every member of our team. We welcome applicants from all backgrounds to join us in shaping the future of AI.

Apply Now

Date Posted

09/21/2024

Views

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