Experienced C++ Developer for Deep Learning Optimization
Mobileye is the world leader in automotive and driving assistance systems, developing the world's most advanced software technologies and hardware architectures. Our group is located in Haifa and is responsible for enabling the deep learning and computer vision algorithms on the Mobileye platform. The technology we develop enables state-of-the-art deep neural networks to run efficiently in vehicles – contributing to saving lives and enabling autonomous vehicles. This is an exciting opportunity to work with highly talented engineers and be a part of a product with a lot of innovation and work on cutting-edge compiler and optimization technologies in the AI domain. What will your job look like? Shape Mobileye’s product by applying cutting-edge deep learning network optimization techniques and will have the chance to influence future generations of Mobileye hardware and software Develop a deep learning compiler stack that takes neural network descriptions created in frameworks such as PyTorch and converts them into code suitable for execution on custom-built Mobileye hardware Use state-of-the-art open-source technologies such as MLIR and work closely with the open-source community Develop optimized implementations of a variety of neural-network operations and new optimization techniques and algorithms to efficiently map ML models onto our state-of-the-art systems Develop a toolchain that will provide a quantum leap in Deep learning capabilities and performance All you need is: BSc/MSc in Computer Science/Software Engineering from a leading university At least 3 years of practical experience with C/C++ Background in Neural Networks/Deep Learning – Advantage Experience in PyTorch – Advantage Experience in LLVM/MLIR – Advantage