Mobileye

Deep Learning Algorithm Developer - SUN

Posted 3 Days Ago

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Ramat Gan, ISR

Hybrid

Junior

Automotive • Automation

Mobileye is leading the mobility revolution with its autonomous-driving and driver-assist technologies.

The Role

Develop and research deep learning algorithms for computer vision, mapping, geometric problems, autonomous driving, and advanced driver assistance systems. Train and deploy state-of-the-art neural networks, including transformers in PyTorch, using heuristic and neural network approaches. Collaborate on challenging, project-oriented algorithm development initiatives.

Summary Generated by Built In

We are seeking a Deep Learning Algorithm Developer with strong software engineering skills.

Our team is project-oriented, meaning we are assigned significant computer vision projects and solve them using novel, state-of-the-art neural networks. Projects can be initiated both bottom-up and top-down, and they are always interesting and challenging.

What will your job look like:

The job consists of a mix of algorithmic research and algorithms development, with an emphasis on deep neural networks.

You will learn and deploy state-of-the-art techniques to achieve world-class results which will allow the safe development of autonomous driving features and advanced driver assistant systems.

The work is typically done in teams and the amount of team interaction varies based on the needs and the employees' tendencies and preferences.

You will be solving algorithmic problems in many fields including mapping, and geometric problems by using heuristic solutions in addition to neural networks.

All you need is:

B.Sc. in Computer Science, Electrical Engineering, or related field.

Advanced degree (M.Sc. or Ph.D) in Computer Vision, Deep Learning, or Machine Learning- advantage.

2+ years of experience in developing DL algorithms.

Python programming skills.

Experience with training transformers in PyTorch.

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!

Skills Required

Bachelor of Science degree in Computer Science, Electrical Engineering, or a related field
Two or more years of experience developing deep learning algorithms
Python programming skills
Experience training transformers in PyTorch
Master's or Ph.D. degree in Computer Vision, Deep Learning, or Machine Learning

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The Company

HQ: Jerusalem

3,700 Employees

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.