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 14 років ми зібрали команду ефективних розробників та менеджерів, які успішно працюють над складними проєктами у кількох предметних галузях.
13 лютого 2023

Computer Vision and Machine Learning Engineer (вакансія неактивна)

Київ, за кордоном, віддалено

Our company invites Computer Vision and Machine Learning Engineer 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, C++, Computer Vision, Machine Learning, Deep Learning.

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:

  • At least 5 years of experience in Computer Vision and Deep Learning for object detection and tracking along with semantic or instance segmentation either in an academic or industrial domain;
  • Experience with classical Computer Vision;
  • Proficiency in Python and related packages like NumPy, scikit-learn, and OpenCV as well as ML frameworks like PyTorch, Tensorflow, and Keras;
  • Experience with C++ and system-level engineering;
  • 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 non-technical teams;
  • 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 an Intermediate level of English.

Would be a plus:

  • Experience with Digital Signal Processing, Control Theory;
  • Experience with edge computing principles and architecture preferably for NVIDIA Jetson devices and Raspberry Pi;
  • 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, opportunity to work from anywhere (depends on the project).

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