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Data Scientist

Местоположение и тип занятости

МоскваПолный рабочий деньМожно удаленно

Компания

Мобильное приложение с видеоконтентом

Описание вакансии

Условия работы

We are NUTSon, a unique international mobile application where users can monetize their content and any other actions typical for social networks!

What you will do:

  • ‒ Develop a highly loaded video recommendation (TikTok-like) system.
  • ‒ Develop models for content moderation (images, videos, texts).
  • ‒ Develop video editor models in a mobile application.

What you will do, in detail:

  • ‒ Develop ETL, test different methods and data storage schemes, develop and test different models for the recommendation system. We move towards DSSM.
  • ‒ Since we are a social network, we are responsible for the content users upload. We want to filter out inappropriate content (porn, violence, etc.) as soon as possible. Therefore, we develop various neural network moderation models. The tasks include collecting and preparing sample data, choosing model architecture, learning and developing production services.
  • ‒ We create our own video editor. It will be necessary to develop models for mobile devices: video processing tools, masks, etc.

Experience and Qualifications:

  • ‒ Experience working with ML.
  • ‒ Experience in recommendation systems building.
  • ‒ Experience in building neural network models for video and text processing (pytorch).
  • ‒ Ability to build and test statistical hypotheses, carry out A/B testing.
  • ‒ Experience with highly loaded systems.
  • ‒ Ability to write production code (Python 3.8).
  • ‒ Experience in optimization and implementation of models in production.
  • ‒ Understanding of classical algorithms and data structures.
  • ‒ Knowledge of SQL.
  • ‒ Experience working with MongoDB, ClickHouse, Kafka, RabbitMQ is preferred.

Why work with NUTSon

‒ Work from anywhere: home, office or Bali coast.

‒      Competitive compensation package: base wage plus benefits and stock options (the base wage is individually discussed).

‒         Wage that increases along with your skill set.

‒         Team environment: working side by side with IT professionals from all over the world, who are ready to share their expertise.

‒         Equipment: You will get powerful hardware, additional monitors, devices and everything that will allow you to work as efficiently as possible.

‒         Difficult and interesting tasks related to the high-load system development.

‒         Professional growth: conferences, developer meetings, workshops and advanced trainings that every employee can attend, taking place in the office. Training and education activities are carried out at the expense of the company.

‒         Personal growth: our employees both share their expertise on internal educational platforms and participate in external conferences.

‒         Healthy corporate culture: we offer fitness, yoga, and outdoor events.

‒         We provide office staff with free lunches, fruits, juices, vitamins to be in great shape.

Reading groups and regular meetings for informal communication with colleagues are regularly held.