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Staff AI Compiler Engineer
2 mesi fa
About Axelera AI
We are a pioneering deep-tech startup creating the next-generation AI platform to support humanity's advancement and improve the world. Our commitment to innovation has firmly established us as a global industry leader.
Position Overview
As a Staff AI Compiler Engineer, you will 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 holistically our 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 PhD 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 some of these topics: 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.
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 receive company shares.
An open culture that supports creativity and continual innovation is awaiting you. Collaborative ownership and freedom with responsibility are central to how we 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.
