Description
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.
You will be part of our algorithmic teams, and join our effort to provide Live self-updating AV maps at global scale.
You will Design, Engineer and advance all aspects of the system: Performance analysis, Data pipeline, Development tools, Algorithm debugging, et
What will your job look like?
- Creating and improving tools for data analysis for studying the algorithm performance
- Improving the algorithm pre-process / post-process
- profiling the algorithm
- Backporting to release version
- Implementation of Algo to system interface
- Debugging the Algo
- Improving the ML-based system quality performance
- Implementing new requested Algo features
- Data analysis
All you need is:
- B.Sc. in Computer Science, Electrical Engineering or a related engineering field
- 1-2 years of industry experience in Python, Server side advantage
- Familiarity with numerical and data science frameworks: numpy, pandas, scipy, Pyspark, tensorflow, pytorch
- Some orientation to algo from either industry or academy
- Linux knowledge, some familiarity with AWS
- "Get it Done" approach and flexible mindset
Mobileye
Artificial Intelligence
Automotive
Autonomous Vehicles
Fleet Management
Transportation
0 applies
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