Deep Learning Developer - REM Modeling

Reposted 3 Days Ago
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Ramat Gan, ISR
Hybrid
Mid level
Automotive • Automation
Mobileye is leading the mobility revolution with its autonomous-driving and driver-assist technologies.
The Role
Develop and optimize computer-vision and deep-learning algorithms to accelerate HD map creation and labeling for autonomous driving. Prototype, deploy, and scale models in internal pipelines, collaborate with annotation and development teams, and build evaluation tools to measure performance and robustness.
Summary Generated by Built In
You will be part of Mobileye's REM (Road Experience Management) department which is responsible for the automatic High Definition map-making process, which is a key technology in Mobileye's autonomous driving and high-end Driving Assistance systems.
 
This process involves running advanced algorithmic code in a massively parallel way, utilizing Big Data technologies, and as such is a complex system that requires a deep understanding of our map creation process as well as advanced technical abilities.

What will your job look like:

  • Develop and optimize computer vision and deep learning algorithms to accelerate data generation and labeling workflows for autonomous driving
  • Apply both classical computer vision techniques and modern deep learning methods to solve large-scale data challenges
  • Collaborate closely with development and annotation teams to enhance automation and ensure high-quality data
  • Own the entire lifecycle from prototyping to scalable deployment within internal pipelines and tools
  • Develop tools to evaluate and analyze algorithm performance, robustness, and operational efficiency

All you need is:

  • B.Sc. or M.Sc. in Computer Science, Electrical Engineering, or a related field, with strong academic performance
  • Solid foundation in algorithms, data structures, and computer vision/deep learning fundamentals
  • Practical experience developing computer vision or machine learning solutions using Python and frameworks such as PyTorch or TensorFlow – must
  • Strong analytical skills, a sense of ownership, and the ability to work collaboratively

Skills Required

  • B.Sc. or M.Sc. in Computer Science, Electrical Engineering, or related field
  • Solid foundation in algorithms, data structures, and computer vision/deep learning fundamentals
  • Practical experience developing computer vision or machine learning solutions using Python and frameworks such as PyTorch or TensorFlow
  • Experience applying classical computer vision techniques and modern deep learning methods to large-scale data
  • Strong analytical skills, sense of ownership, and ability to work collaboratively
Am I A Good Fit?
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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.

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