The position
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.
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!
