Have a PhD or Masters in Computer Vision, Computer Science, or related field
Be passionate about creating innovative techniques, and making them robust and scalable
Have (at least) 4 years of experience in applying state-of-the-art Computer Vision and Machine methods on industrial applications
Be autonomous, a team player with a positive mindset
Be creative and innovation-focused
Excellent communication skills in English and ability to effectively communicate complex technical concepts
Broad expertise in Computer Vision and Machine Learning (e.g., object detection, tracking, segmentation, image classification, 3D reconstruction, image and video processing, graphics rendering, etc.)
Solid programming skills with Python and/or C/C++
Previous experience in Tensorflow and/or Pytorch
Programming experience in Python/Matlab
AWS SageMaker - huge plus
Experience of 4+ years in data science working in a production environment
Strong English and communication skills (both speech and writing)
Highly motivated and positive-attituded person
Team player
Experience with agile development methodology
Outstanding communication skills
Passion for data
Delivery oriented
Experience with Java
Experience with Signal Processing
Experience in the field of predictive maintenance
Data science
Machine learning algorithms
Data engineering
Deep learning
CS algorithms
Python /Matlab
Signal processing
Опыт работы на позиции DS от 1 года.
Хороше знание Python. Использование пакетов numpy, pandas, scikit-learn итд.
Математический бэкграунд
Понимание основных принципов и техник в машинном обучении, supervised и unsupervised learning
Знание методов предобработки данных
Знание методов и инструментов ETL и инструментов визуализации
Понимание алгоритмов, структур данных
Опыт с нейронными сетями, работа с текстами, звуком и изображениями
Релевантный опыт с SQL и NoSQL базами данных
Разработка на Flask, внедрение собственных моделей в прод
Знание инфраструктуры и инструментов на GC, AWS, Azure
Опыт организации Data Lake/Data Mesh, описания метаданных, разворачивания инфраструктуры (MS Azure prefered).
● A bachelor's degree in statistics, math, computer science, or
engineering.
● 3+ years of ML experience.
● Experienced at Python3.
● Strong problem-solving skills with an emphasis on product development.
● Proven experience in industrial production projects.
● The ability to work on several projects in parallel.
опыт написания кодов Python;
возможность посвящать работе 5 дней в неделю;
английский НЕ требуется.
приветствуются теоретические знания и базовые наработки в области AI ML NLP BigData *
только профильное образование (математика, статистика, информатика, кибернетика…).
A bachelor’s degree in statistics, math, computer science, or engineering.
3+ years of ML experience (data analyst does not count).
Experienced at Python3.
Strong problem-solving skills with an emphasis on product development.
Proven experience in industrial production projects.
The ability to work on several projects in parallel.