Hybrid Experienced Compiler Engineer – Deep Learning

at Mobileye

• Job title: Experienced Compiler Engineer – Deep Learning
• Job type: Full Time
• Experience level: Mid level, Senior
• Salary: Not specified
• Degree requirement: Bachelor's Degree
• Tech skills: Keras, PyTorch, Tensorflow
• Location requirements: Hybrid, Haifa, Israel

About the role

• Experienced Compiler Engineer at Mobileye developing deep learning optimization technologies and compilers for neural networks on custom hardware in the automotive sector.

Responsibilities

• 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 TensorFlow and 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

Requirements

• 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 Tensor Flow/Keras – Advantage
• Experience in LLVM/MLIR – Advantage