DevJobs

Algorithm Engineer

Overview
Skills
  • Python Python ꞏ 2y
  • Numpy Numpy
  • Pandas Pandas
  • PyTorch PyTorch
  • TensorFlow TensorFlow
  • Linux Linux
  • AWS AWS
  • Pyspark
  • scipy
  • Server side
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!

Mobileye