Our team develops models for road perception. We turn multi-sensor inputs (vision, maps, and more) into models that understand road geometry and behavior. We work at the intersection of algorithms, DL models, infrastructure, and data engineering.
what will your job look like?
- Own road data pipelines end to end: tools for datasets and databases, running across S3 and on-prem
- Design algorithms on large-scale vision and multi-sensor data (maps, sporadic inputs), including geometric reasoning from 2D image space to 3D world space for perception and world modeling
- Implement and develop algorithms for the AV production system
- Build evaluation tools, algorithms, metrics, and related infrastructures
All you need is:
- Bachelor's degree in Computer Science or equivalent
- 3+ years in software development and data pipelines
- Familiarity with deep learning and the model development lifecycle
- Strong Python and standard data libraries
- Experience with cloud development and distributed data pipelines
- Eagerness to learn, experiment, and go deep - technically and conceptually
- Strong C / C++- an advantage
- Experience with deep learning and transformers- an advantage
- Data-oriented mindset- an advantage
Skills Required
- Bachelor's degree in Computer Science or equivalent
- 3+ years of software development and data pipeline experience
- Familiarity with deep learning and the model development lifecycle
- Strong Python and standard data library skills
- Experience with cloud development and distributed data pipelines
- Strong C or C++ skills
- Experience with deep learning and transformers
- Data-oriented mindset
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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