Digital Consulting Group

Отклик без резюме Вакансия от 23 сентября 2020

Computer Vision/Machine Learning Engineer with Python/Node. js

Digital Consulting Group
IT; 10–50 сотрудников

Киев

Полная занятость, неполная занятость, удаленная работа. Опыт работы от 2 лет.

Описание вакансии

DCG is looking for Computer Vision/Machine Learning Engineer to join the team!

Requirements:

  • Experience implementing algorithms in Computer Vision and Machine Learning using Python/Node.js.
  • Professional experienced in solving computer vision solutions related to image processing, object recognition and classification.
  • Excellent knowledge of theory and practice of computer vision methods.
  • Understanding of OOP Concepts and Design Patterns.
  • Experience with performance and code and memory profiling tools and practices.
  • 3+ deep learning solutions development.
  • Broad understanding of ML/CV/DL approaches and practices.
  • Experience with deep learning frameworks (Pytorch, Tensorflow).
  • Solid experience with data sets creation, management and augmenting; understanding problems associated with training/tuning deep learning models.
  • Experience with Computer Vision tools and libraries (OpenCV, OCR, etc.).
  • Knowledge of basics of OOP, computer science algorithms and data structures.
  • Experience with Linux, git, Docker.

The Role:

  • Develop, implement and evaluate machine learning algorithms to detect, segment, classify and track objects in diverse imaging modalities.
  • Apply machine learning techniques to integrate information from multiple looks and multiple modalities to improve scene understanding capabilities.
  • Develop and apply transfer learning and domain adaptation techniques to solve scene understanding problems where limited measured training data is available.
  • Perform data analysis on experimental data and identify performance improvement strategies.
  • Transition machine learning algorithms to prototype and/or real-time systems demonstrations.

We offer competitive hourly rates with regular bonuses and raises. Our intention is to have a long term and stable relationship with high performing devs that are looking to work on cutting edge software development projects.


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