The position
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:
MSc in Computer Science, Electrical Engineering or a related engineering field
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 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!
