DevJobs

Deep Learning Engineer

Overview
Skills
  • Python Python ꞏ 5y
  • C++ C++
  • PyTorch PyTorch ꞏ 5y
  • Linux Linux
  • Git Git
  • Computer Vision ꞏ 5y
  • Deep Learning Algorithms ꞏ 5y
  • Deep Learning Fundamentals ꞏ 5y
  • Geometry ꞏ 5y
  • Image Manipulation Algorithms ꞏ 5y
  • Object Detection and Tracking ꞏ 5y
  • Probability ꞏ 5y
  • Vector Algebra ꞏ 5y
  • Segmentation

Imagry is looking for a capable and experienced Sr. Deep Learning Engineer to join our R&D team.

The engineer will work on devising, developing, and integrating novel deep vision-based algorithms at the heart of our autonomous driving system.

This is an opportunity to work on cutting-edge deep vision methods, develop and innovate new ideas, and see them deployed on the road in our autonomous vehicles.

Responsibilities:

  • Designing, training, and optimizing novel computer vision algorithms.
  • Taking an End-to End responsibility over medium to long-term projects
  • Seeing projects through from research to deployment
  • Devising and implementing performance metrics
  • Supervising complex data pipelines, from the collection stage, through annotation, to training models
  • Communicating, presenting and visualizing results
  • Aligning the algorithms with the product needs

Requirements:

  • M.Sc. or equivalent work track experience in CS, EE, Physics, or other quantitative field from a leading university. Ph.D. - Advantage
  • A proven track record of at least 5 years hands-on experience in developing deep learning algorithms Experience/knowledge in computer vision and image manipulation algorithms, object detection and tracking.
  • In-depth, hands-on knowledge of deep learning fundamentals.
  • Hands-on experience with deep learning frameworks such as PyTorch - Must
  • Strong mathematical aptitude, with emphasis on probability, vector algebra, and geometry.
  • Proficiency in Python programming.
  • Experience in conducting long-term development and/or research projects, in either academia or industry
  • Proficiency in English, both written and spoken.
  • Availability for a full-time position from Imagry’s office HQ in Haifa

Skills that are considered an advantage:

  • Experience in segmentation
  • Publications in top-tier journals or conferences on algorithms, computer vision, or deep learning
  • Basic proficiency in C++
  • Experience with Linux
  • Source control with git

Imagry