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G5 Games is a game developer and publisher headquartered in Stockholm, Sweden. We have over 850+ talented professionals worldwide who work remotely in one of our 10 locations. More than 20 years ago, the company became one of the first mobile game developers in the world. You may know us from hit projects like Sherlock, Hidden City®, Mahjong Journey®, The Secret Society®, the Jewels series, and many others. We are looking for a candidate for the following position: Data Scientist (remote). What you will work on: - Generate product hypotheses, optimization assumptions, and model efficiency improvements;
- Translate business tasks into machine learning terminology;
- Analyze data, search for insights, and generate traits;
- Prepare data and initial descriptive analysis (EDA);
- Create, describe, and validate ML solutions;
- Organize and evaluate A/B tests;
- 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.
It’s important to us: - 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 from Intermediate.
Working at G5 is about: - 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 :) Please be aware that the email correspondence with G5 Games representatives is conducted via g5.com only. |
