Senior R&D Engineer - System Architecture (Italy based)
Role details
Job location
Tech stack
Job description
Within the R&D System Architecture team, we seek a highly skilled Hardware Architect focused on memory design, intra- and inter-chip networking and interconnect technology, system-integration, performance tuning and hardware-software interactions, with a particular focus on memory management, dataflow and networking infrastructure such as remote-DMA over ethernet, Infiniband or similar technologies. Your primary role will be to design, architect, and optimize the hardware architecture that underpins Axelera's cutting-edge AI acceleration platforms. Responsibilities
- Contribute to the design, architecture, and implementation of Axelera's next-gen AI accelerators, focusing on memory and inter- and intra-chip network architectures.
- Build architectural models, validate their performance across a range of AI workloads, and research and define optimal configurations.
- Build advanced hardware prototypes.
- Create detailed architectural specifications.
- Define and perform rigorous performance evaluation tests for architectural and behavioral verification.
- Collaborate closely with cross-functional teams including software engineers, digital designers, 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 related fields with a focus on circuit design, computer architecture, or high-performance computing.
- Basic working knowledge of neural networks, specifically convolutional or transformer neural networks for computer vision and sequence modeling.
- Experience in software development.
- Experience in hardware development.
- Strong programming skills in Python.
- Excellent communication skills with the ability to collaborate effectively in a team environment.
- Preferred: Experience or knowledge of networking protocols such as RoCE or Infiniband, networking technologies, remote direct-memory access.
- 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.
Benefits & conditions
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 awaits you. Collaborative ownership and freedom with responsibility are the hallmarks of how we act and work as a team. Equal Opportunity
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. #J-18808-Ljbffr
