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MY.GAMES

ML Team Lead

в MY.GAMES

Полная удалёнкаПомощь с переездом
Специализация
Data Science / Machine Learning
Уровень
Lead

MY.GAMES is a leading European publisher and developer headquartered in Amsterdam, with over one billion registered users worldwide. War Robots, Hustle Castle, Rush Royale, Left to Survive, Tacticool, and many other games were developed and produced by MY.GAMES.

The company creates and publishes games for PCs, consoles, and mobile devices.

We have more than a dozen game development studios united under MY.GAMES, as well as MGVC, a global game investment company. The global MY.GAMES and MGVC partner network comprises over 40 studios.

Our studios are professional teams with their own unique atmosphere. We’re united by a common passion: transforming our enthusiasm and talent into fabulous games. We create engaging products which captivate millions of people all over the world.

Stack

PythonHivePySpark

What you will do

  • Develop recommendations for in-game special offers, both technically and product-wise.
  • Influence key company-wide business metrics.
  • Organize team workflow; handle the full spectrum of ML tasks: gathering requirements, task formulation, pipeline building, conducting A/B tests, and supporting launched tasks.
  • Improve existing approaches and explore and implement new ones.

What you need to succeed

  • Required work experience: 3–6 years.
  • Experience independently implementing ML projects with achieved business results.
  • Team management experience.
  • Knowledge of classical ML algorithms, mathematical statistics, and theoretical probability.
  • An understanding of A/B testing theory and experience conducting A/B tests.
  • Strong Python proficiency.
  • The ability to work with large datasets, including experience with Hive and PySpark.

Nice to have

  • Experience with recommender systems and uplift modeling.
  • MLOps and reliable ML knowledge and experience.
  • Advanced A/B testing experience: designing A/B tests, variance reduction methods.

We offer

  • Remote work from all around the world.
  • Collaborative working atmosphere in an internal game dev community that unites more than 40 in-house and partner studios.
  • A strong team of specialists across different areas — access unique expertise and professional knowledge.
  • Possibility to experiment and work on interesting tasks with ambitious goals — we have all the resources to implement new ideas.
  • Opportunity to create great games and win the hearts of players.
  • Opportunity to push the boundaries of the game industry and lead the way forward.
Мария Самборская IT Recruiter
MY.GAMES

О компании MY.GAMES

Сфера
Геймдев
Размер
1001+

MY.GAMES (HQ в Нидерландах) — международная компания, занимающаяся разработкой и издательством игр для ПК, консолей и мобильных платформ, а также инвестированием в игровые студии и проекты. Партнерская сеть насчитывает 40+ студий. В портфолио компании 150+ игр. Среди проектов: War Robots, Hustle Castle, Rush Royale, Left to Survive и многие другие.

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