Job description

Have you always dreamed of doing what you love and enjoying your work every day? We invite you to the G5 Entertainment team! Let's develop and create better games together :)

G5 Entertainment AB is a Swedish mobile game publisher and developer. 20 years ago we became the first mobile developers in the CIS and since then we have been leading the game industry. We develop games in the genres of Match-3, Hidden Object, Mahjong Solitaire. Our portfolio includes 20+ world-class f2p projects, including Hidden City®, Jewels of Rome™, Mahjong Journey®, Homicide Squad®, Jewels of the Wild West™, etc.

We are looking for a candidate for the following position:  ML Engineer 

What you’ll do:

  • Solve business tasks using machine learning algorithms;
  • Scaling ready-made models to other company projects;
  • Simulate the life cycle of models, monitor models over time, maintain their performance;
  • Participate in developing the framework for sending models into production;
  • Participate in writing services for interaction with other company systems;
  • Create training materials, maintain documentation;
  • Consult colleagues on the application of ML/DL algorithms in solving their problems;
  • Cooperate with the Data Engineers department to output models in Production

Our requirements:

  • University degree in physics and mathematics/technology/economics;
  • Knowledge of mathematical statistics, linear algebra, mathematical analysis, Machine Learning algorithms;
  • Knowledge and practical experience in using Python to work with data and build ML models;
  • Experience in creating models (classification, regression, and clustering) using ML/DL approaches and tools;
  • Experience with recommender systems;
  • Experience with machine learning models throughout the cycle, including development, validation, and output to Production;
  • Understanding of model quality metrics and their applications;
  • Experience in effect analysis (A/B tests);
  • Interpretation and visualization of the performance results of the obtained models;
  • Experience with Docker and Git Bash;
  • As a plus—basic knowledge of Cloud services (S3, IAM, EC2, Fargate);
  • English level—Intermediate or above

What we offer:

  • Work for a Swedish company with a portfolio of over 20 global free-to-play (F2P) projects that have been translated in 15 languages;
  • Participate in the full product development cycle;
  • Grow your career with an international company;
  • Official/contract employment;
  • Flexible working schedule;
  • Full benefits package;
  • Comprehensive, company-subsidized medical insurance;
  • Educational programs in English with highly qualified instructors;
  • Relocation program to help you organize your move and keep costs down;
  • Earn bonuses from project revenue for the teams you're involved in;
  • Performance share program for key employees;
  • R&D Project Development: opportunities for creating your own project within the framework of the company;
  • Paid conferences, trainings, and workshops;
  • Internal training platform (educational webinars for all specializations within the company);
  • Fun and educational hangouts/master classes;
  • Attend our annual internal TeamUp conferences abroad;
  • Participate in charity projects;
  • Free exercise classes.

Want to join our team and start developing games that are played by millions around the world? Then send us your CV and refresh your email more often so as not to miss the letter from our recruiter :)

More about G5 Games:

We are in social networks: InstagramFacebookTelegram, Linkedin

G5 Games Promo Video

Perfomance Shares

Vlad Suglobov about G5 Games history

Results 2021: Vlad Suglobov about the main achievements of the year

Влад Суглобов об истории G5 Games

Итоги 2021: Влад Суглобов из G5 Games о главном за год

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