Yael Acceptic — це частина однієї з найбільших груп компаній Yael Group в Ізраїлі. Ми надаємо виділені команди професійних інженерів, які є невіддільною частиною бізнесу наших клієнтів. Більш ніж за 12 років ми зібрали команду ефективних розробників та менеджерів, які успішно працюють над складними проєктами у кількох предметних галузях.
17 серпня 2022

Head of Computer Vision (вакансія неактивна)

Київ, Харків, за кордоном, віддалено

Our company invites Head of Computer Vision to join the experienced team and work on computer-vision and machine-learning.

About:

You will become a part of a highly professional team working in the field of smart sensors and IoT for the futuristic public smart spaces.

The task at hand is to establish a pipeline for continuous design, training and evaluation of new models for people/object detection and tracking and further deployment of these models to the edge device.

Technologies: Python, Machine Learning, Deep Learning.Computer Vision.

Responsibilities:

  • Developing and maintaining Machine Learning / Deep Learning models and integrating them with classic Computer Vision methodologies;
  • Data crunching and analyzing of large datasets, to produce insights for both algorithmic advancements and product development;
  • Work with data engineers to scope the data sets and annotation needed;
  • Optimize ML/DL models for low-end devices.

Requirements:

  • BS.c. or MS.c. in Computer Science, Data Science, ML or in related fields preferred with strong technical knowledge and experience in computer vision;
  • At least 5 years of experience in computer vision and/or deep learning for object detection and tracking along with semantic or instance segmentation either in academic or industrial domain;
  • Proficiency in Python and related packages like numpy, scikit-learn, opencv as well as ML frameworks like PyTorch, Tensorflow, Keras;
  • Experience in different model optimization techniques for deploying on low-end edge devices;
  • A successful record of developed models with clear benchmarks;
  • Exposure to IoT technology;
  • Excellent written and verbal communication skills for effectively communicating with the team and ability to present information to both technical and nontechnical teams;
  • At least Upper — Intermediate level of English.

Would be a plus:

  • Experience with C++ and system-level engineering;
  • Experience with edge computing principles and architecture preferably for NVIDIA Jetson devices and Raspberry Pi;
  • Experience with classical computer-vision;
  • Experience in real-time/embedded systems or performance optimization;
  • Interest in patents and research papers.


    We offer:

    Professional Development: free English courses, access to company’s library, free access to the corporate Udemy account, possibility to participate and share your knowledge as a speaker in our internal meetups.

    Benefits: 100% paid vacation and sick leaves, free accountant and lawyer services, access to psychological help, opportunity to accumulate part of the own salary in the company in dollar terms.