Deep Learning / Machine Learning Lead for 3D computer vision project

Published on Aug 10, 2021
Rapida

A Product company with office in Kyiv, Ukraine.

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Experience:
3-5 years
Job Type:
Full-Time
Remote
Specializations:
Data Engineering
Deep Learning
Data Science & AI

What You Will Do Responsibilities

Leading research activities to develop new ML / CV algorithms and approaches
Leading and supervision of 1-3 junior / middle level engineers
Implementing new functionality and algorithms in Python / C++, using various frameworks and libraries, following the specified APIs for code integration with other modules
Developing architecture of CV / ML modules of Company products
Contributing to Proof-of-Concepts and demo applications
Delivering Production Level Solution


What You Should Bring
Must-have

5+ years in computer vision algorithms
3+ years in neural networks implementation, training and debugging experience
Solid mathematical background and skills
Familiarity with modern trends and latest achievements in the field
Solid programming skills (Python or C++) and knowledge of standard algorithm structures and data structures is a must
Ability to quickly read a scientific paper and understand the main ideas and results
Practical experience in deep-learning-based approaches for image processing or computervision
Good communication, writing and presentation skills in English

Nice-to-have

Persuing PhD, Master Degree in machine learning, computational or applied mathematics, computer science, statistics or related areas, only applications for full-timepositions will be considered
Experience in R&D supervision
Experience in 3D reconstruction, 3D modelling, object detection, image generation, GANs, computer graphics
Experience in multi-GPU model training, using GPU clouds



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