Deep Learning Engineer

Algorithms · Tel Aviv, -
Department Algorithms
Employment Type Full-Time

DataGen is seeking a Deep Learning Engineer to help us research best practices of using synthetic data and show their effectiveness across a wide-range of deep learning tasks. This is the perfect opportunity for an energetic person with strong machine learning skills to gain expert-level experience in utilizing synthetic data to solve real-world problems, while providing tremendous impact to the company. This role will be a core part of our growing Algorithms Team.

In this role, you will: 

  • Train many deep learning models for various tasks (object detection, instance segmentation, depth estimation, etc...) using both synthetic and real data.
  • Analyze the training results to understand how the data and training should be improved.
  • Write both internal and external technical reports and presentations (unique opportunity to get your name out there as a synthetic data expert!)
  • Given excellent performance and results, publish and present to academic conferences.

For this role, you must have:

  • 1 year experience (or equivalent in online courses and side projects) of deep learning foundations and applications.
  • 1 year experience using data science environments (pandas, pytorch, etc…)
  • Excellent writing and presentation skills.
  • Proven ability to solve custom deep learning tasks end-to-end (data formatting, preprocessing, deep learning coding, debugging, etc...).
  • Strong coding skills and automation mindset. 
  • BS or MSc in Computer Science, Electrical Engineering, or related field

Thank You

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  • Location
    Tel Aviv, -
  • Department
  • Employment Type