Position ADAS engineer
Location Nizhny Novgorod
Education
Mandatory Skills 3D Graphics, Python, embedded C/C++.
Experience 8.00 - 10.00 Years
Description

Role and Responsibility:

  • Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
  • Research, design and implement machine learning applications
  • Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
  • Verifying data quality, and/or ensuring it via data cleaning
  • Finding available datasets online that could be used for training
  • Defining validation strategies
  • Training models and tuning their hyperparameters
  • Analyzing the errors of the model and designing strategies to overcome them
  • Deploying models to production

Demonstrated Experience:

  • Bachelors or Masters in Engineering Sciences, Computer Science, Physics or Mathematics or equivalent
  • At least 2+ years experience in Python
  • Knowledge in Big Data related technologies and open source frameworks preferred.
  • Extensive experience programming in C++, good current knowledge of Unix/Linux environments (including scripting) as well as solid experience in code optimization and high-performance computing.
  • Proficiency with a deep learning framework such as TensorFlow or Keras

Mandatory skills:

  • A solid foundation in computer science, with strong competencies in data structures, algorithms and software design.
  • Good understanding in any: advanced mathematics, statistics, and probability.
  • Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
  • Proficiency with OpenCV
  • Expertise in visualizing and manipulating big datasets
  • Adaptable, proactive and willing to take ownership.
  • Excellent communication skills in Russian/English and be a good team player, self-motivated, willing to learn new technology

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