What will you do?
- Develop a software product that optimizes deep learning networks. The optimizations include learnable techniques such as quantization, pruning and compression. This software product is the initial stage of the deep learning inference flow and is essential for enabling Mobileye’s deep learning networks to operate efficiently on low-power hardware within vehicles.
- Development is mostly in Python programming language, using deep learning frameworks such as Pytorch.
- Collaborate closely with Mobileye’s algorithm teams to ensure the fast and accurate deployment of their state-of-the-art models.
- The work encompasses the entire software development cycle, including code implementation, unit testing, CI/CD processes, and more.
- Literature research and POC implementation of new optimization algorithms.
- Your work will position you at the forefront of machine learning optimizations.
All you need is:
- BSc/MSc in Computer Science/ Electrical Engineering with computer science chain.
- Knowledge in Python/C/C++.
- Knowledge in CI/CD pipelines and containerized environments – advantage.
- Background in Neural Networks/Deep Learning – advantage.
- Experience in Pytorch – advantage.
Skills Required
- BSc or MSc in Computer Science or Electrical Engineering
- Knowledge of Python
- Knowledge of C or C++
- Knowledge of CI/CD pipelines
- Experience with containerized environments
- Background in Neural Networks / Deep Learning
- Experience with PyTorch
What We Do
Mobileye is leading the mobility revolution with its autonomous-driving and driver-assistance technologies, harnessing world-renowned expertise in computer vision, machine learning, mapping, and data analysis. Founded in 1999, Mobileye has pioneered such groundbreaking technologies as REM™ crowdsourced mapping, True Redundancy™ sensing, and the RSS™ safety model. These technologies are driving the ADAS and AV fields towards the future of mobility – enabling self-driving vehicles and mobility solutions, powering industry-leading advanced driver-assistance systems and delivering valuable intelligence to optimize mobility infrastructure. Mobileye technology is used in over 170 million vehicles worldwide. In 2022, Mobileye became an independent company while still being majority-owned by Intel. Mobileye’s headquarters and R&D center are based in Jerusalem, with additional offices across Israel and around the world.
Why Work With Us
Our technology enables self-driving vehicles and mobility solutions, powers industry-leading advanced driver assistance systems, and delivers valuable intelligence to optimize mobility infrastructure.
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