DevJobs

Algorithm Engineer

Overview
Skills
  • C++ C++
  • Python Python
  • PyTorch PyTorch
  • Linux Linux
  • Git Git
  • Computer Vision Algorithms ꞏ 3y
  • Multi Object Tracking Algorithms ꞏ 3y
  • Deep Learning Algorithms ꞏ 2y
  • English
  • Geometry
  • Image Manipulation Algorithms
  • Kalman Filter
  • Probability
  • Vector Algebra
  • Object Detection

We are looking for a capable and experienced Sr. Computer vision and Algorithms Engineer to join our R&D team.

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

This is an opportunity to work on cutting-edge 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 3 years hands-on experience in developing multi object tracking algorithms
  • At least 2 years developing deep learning algorithms
  • Experience / knowledge in computer vision and image manipulation algorithms
  • Knowledge of state-of-the-art multi-object tracking algorithms and techniques used by the industry in computer vision
  • In-depth understanding of Kalman filter and its applications for multi-object-tracking
  • Hands-on experience with deep learning frameworks such as PyTorch - Must
  • Proficiency in C++ 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 Object Detection
  • Publications in top-tier journals or conferences on algorithms, computer vision, or deep learning
  • Experience with Linux
  • Source control with git

Imagry