Mobileye is looking for a talented Architect specializing in hardware-software performance modeling for deep learning and artificial intelligence systems. The ideal candidate will have a unique blend of skills spanning software engineering, deep learning, and hardware architecture.
The position
What will your job look like:
- Develop and maintain simulation frameworks that accurately model the performance of compute, memory, and heterogeneous components within advanced AI inference system
- Create systematic strategies to model various components of transformer architectures, including different operations, parallelization strategies, and optimizations
- Utilize generative AI tools to optimize hardware architecture design based on specified constraints and objectives and explore advanced compilation techniques
- Ensure consistent requirements across software and hardware design iterations, optimizing software routines for hardware performance
- Identify issues and flaws early in the design process through simulations and improve product reliability.
All you need is:
- B.Sc degree in Computer Science, Electrical Engineering, or related field
- 5+ years of work experience in related fields, such as computer vision, machine learning, or AI, with responsibilities for software optimization
- Strong programming skills in C++ and Python
- Experience with deep learning frameworks
- Deep understanding of System-On-Chip architectures and performance characteristics
- Expertise in performance modeling and analysis of AI systems
Mobileye changes the way we drive, from preventing accidents to semi and fully autonomous vehicles. If you are an excellent, bright, hands-on person with a passion to make a difference come to lead the revolution!