Staff AI Compiler Engineer
4 weken geleden
Axelera AI is a pioneering deep-tech startup that's revolutionizing the AI landscape. Our mission is to create a next-generation AI platform that empowers humanity to make a positive impact on the world.
We've made significant strides in just three years, raising $120 million and building a world-class team of 180+ employees, including 55+ Ph.D.s with over 40,000 citations. Our team works remotely from 11 countries and has offices in Belgium, Switzerland, Italy, the UK, and our headquarters in the Netherlands.
We've launched our Metis AI Platform, which boasts a 3-5x increase in efficiency and performance, and we have a strong business pipeline exceeding $100 million. Our commitment to innovation has solidified our position as a global industry leader.
Are you ready to be part of something groundbreaking?
Position Overview
As a Senior Compiler Developer for AI Systems, you'll be at the forefront of Axelera AI's Neural Network compiler development. You'll drive the technical direction, solve complex problems, and set priorities for high-impact projects. Your work will shape Axelera AI's software systems and extend beyond your immediate team, focusing on delivering scalable, flexible solutions to advance our AI platform.
Key Responsibilities:
- Lead the design, architecture, and hands-on development of Axelera AI's Neural Network compiler and SDK.
- Drive innovation by designing compiler optimizations, focusing on hardware-aware transformations for In-Memory Computing.
- Execute and technically guide complex projects to ensure our compiler supports workloads beyond classical CNNs (e.g. generative AI) and upcoming generations of our heterogeneous compute platform.
- Collaborate with cross-functional teams to ensure alignment on technical strategy, optimizing the Axelera software stack for scalability and performance.
- Oversee the compilation pipeline and proactively propose changes to ensure best-in-class functional coverage, performance, and accuracy.
- Ensure best practices in the team, especially regarding testing methodologies for compilers.
- Mentor and guide junior and senior engineers, modeling a standard of excellence and leadership within the team, thereby being a valuable partner to your manager and peers.
Qualifications:
- Master's or Ph.D. in Computer Science, Electrical Engineering, or a related technical field.
- 5+ years of experience in software engineering, with at least 2 years focused on Deep Learning and AI systems.
- Strong experience in AI compiler development, e.g. in workload partitioning for heterogeneous platforms, scheduling and tiling optimizations, managing a multi-level memory hierarchy, synchronization.
- Background in computer architecture with related knowledge of heterogeneous compute systems.
- Familiarity with open-source compiler frameworks such as TVM, MLIR, or Glow.
- Experience in neural network quantization techniques is a plus.
- Proficiency in PyTorch, with a good understanding of deep learning frameworks is a plus.
- Excellent communication and leadership skills, with a high sense of ownership and the ability to drive technical solutions that impact the broader organization.
- Proven to be a team player favoring collaborative decision making over building silos.
- Proficiency in C++ and Python.
Location
We offer a flexible working arrangement, with options to work from one of our Axelera AI offices or fully remotely from any European country you're currently based in. We're committed to creating a dynamic, fast-growing, international organization that values diversity and inclusion. Join us in shaping the future of AI
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