Senior Machine Learning Engineer

  • Full Time
  • Israel
  • Posted 1 year ago

Job Description

We are looking for an experienced machine learning eng. to join our Applied Machine Learning team. You will research, design, implement, optimize and deploy models and algorithms that advance the state of the art in autonomous driving along side experts in autonomy and computer vision.

Responsibilities

  • Architect and develop deep learning algorithms for real world, large scale problems along in a multi-disciplinary team.
  • Implement, modify and train algorithms on computing clusters from academic papers and participate in cutting edge research in deep learning for computer vision.
  •  Optimize deep neural networks and the associated preprocessing/postprocessing code to run efficiently on an embedded device.
  •  Maintain close contact to the scientific and industrial community in machine learning and perform scouting and assessment of new approaches.
  • Publish technical reports, papers and/or pursue Intellectual Property rights.

Qualifications

  • Minimum of 4 years experience
  • Solid theoretical and practical background in: DNN architecture, training and deployment, optimization theory and stochastic algorithms, computer vision.
  • Experience in Python, C++, Matlab
  • Hands-on experience with developing high performance, multi-threaded and distributed software.
  • Experience deploying and scaling deep learning models on the Cloud (Azure in particular).
  • Experience with deep learning frameworks (TensorFlow, Caffe, CNTK etc).
  • Experience in autonomous driving – advantage

Education

 PhD/M.Sc. in CS/EE/Physics or similar, alternatively a comparable industry career with a proven track record of successful projects in machine learning or computer vision.

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