Experienced Algorithm Engineer for Priority Semantics Team
Haifa, Israel
R&D – Algorithms /
Full time /
Hybrid
Join Mobileye's REM (Road Experience Management) department - the team driving the automatic creation of High-Definition maps, a cornerstone technology behind Mobileye's autonomous driving and advanced driver-assistance systems.
REM map creation leverages cutting-edge algorithms executed at massive scale using Big Data technologies, requiring both a deep understanding of the map creation pipeline and strong technical expertise.
You will be part of our Priority Semantics algorithmic team, focused on understanding right-of-way rules and interactions derived from traffic signs, road structures, and driving behavior.
The team uses cutting-edge technologies, including Graph Neural Networks (GNNs) and data-driven learning techniques, to model complex driving scenarios and extract meaningful insights from large-scale real-world driving data.
This role requires a deep understanding of the data itself, modeling complex semantics, and extracting insights using learning-based approaches to accurately represent real-world driving priorities.
What will your job look like?
- Design, train, and evaluate cutting-edge deep learning models on REM proprietary map data
- Perform high-scale, large-volume data analysis
- Integrate new map-based algorithms with full ownership
- Develop tools that enable fast and effective data introspection
- Optimize models and results where needed
All you need is:
- 3+ years of industry experience, including at least 1 year of experience in machine learning
- MSc in Computer Science, Electrical Engineering, or a related engineering field
- Strong experience in Python
- Familiarity with numerical and data science frameworks such as NumPy, Pandas, SciPy, PySpark, TensorFlow, and PyTorch
- Linux knowledge and some familiarity with AWS
- A “get it done” approach and a flexible mindset
- Experience working with AI agents or coding assistants (e.g., Copilot) - an advantage
- Familiarity with Graph Neural Networks (GNNs) - an advantage
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!
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
