מחקר

Deep\Machine Learning Engineer

437784

תאריך עדכון

13/01/2022

תיאור המשרה

Deep\Machine Learning Engineer

We are looking for a machine learning engineer to join our Israel office in Haifa. You will work on the integration, development, and testing of DNN based autonomous driving systems and work alongside experts in deep learning, autonomy, and computer vision.

This is an opportunity for an entry-level position in the autonomous driving industry with real-world experience in deploying deep learning-based architecture.

Responsibilities:

  • Designing, training, and optimizing novel deep learning models.
  • Integrating deep learning models onto an autonomous car platform, taking projects from research to deployment.
  • Analyzing and quantitatively evaluating model performance.
  • Developing, maintaining, and utilizing complex data pipelines, from data collection, to annotation to training.
  • Analyzing, reviewing, and cleaning complex datasets.

Qualifications :

  • B.Sc or higher degree in CS, or other quantitative field.
  • Proficiency in Python programming.
  • Aptitude in basic mathematics and quantitative reasoning, equivalent to first year university level.
  • Machine learning, specifically deep learning knowledge and/or experience.
  • Proficiency in English, both written and spoken.

Skills that are considered an advantage:

  • Hands-on experience with PyTorch or other deep learning frameworks.
  • Hands-on experience with Pandas, NumPy, and OpenCV.
  • Practical knowledge and aptitude in basic statistics and probability.
  • Experience/knowledge in computer vision and image manipulation algorithms.
  • Proficiency in C++.
  • Experience with Linux.
  • Source control with git.

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