OFFICE MOSCOW
Astrum Entertainment is one of the largest Russian developers and publishers of computer and mobile games. The company's portfolio includes over 20 games, including hits like Warface, Perfect World, Allods Online, and Atomic Heart. Astrum Entertainment works with products of various genres: MMORPG, shooters, strategies, and others. The company's team consists of professionals who are at the origins of Russian game development.
About the project:
We are looking for an analyst who will help us create the best Merge-2 project on the Russian market. Our game is a colorful world, familiar fairy tale characters, humor, and addictive gameplay. We are creating a deep product with meta-gameplay, events, tournaments, and other activities. Your task is to help the team understand what our players really need, how to improve their gaming experience, and how the project can achieve high business metrics.
What you will be doing:
- Analysis of key performance indicators: key metrics (Retention, LT, ARPPU, Conversion Rate) by levels, events, and game sessions.
- Description of the event logging structure for new functionality, in-game events, and entire projects. Ensuring the quality control of collected data (log testing)
- Event Economy: developing an event system with the team, based on which the effectiveness of conducted events can be assessed (funnels, impact on monetization, engagement, etc.).
- A/B testing: joint development with game designers of test parameters (sample size, isolation of tests from each other, etc.), verification of statistical hypotheses, conducting additional analyses, and presenting results.
- Cohort analysis: building cohorts by traffic sources, behavioral patterns, and payments to segment the audience and identify growth points.
- Data visualization: creating dashboards in Redash so that the team always sees the game's pulse.
- Hypothesis generation: based on data, proposing ideas for improving the player experience, increasing/decreasing game difficulty, and changing currency balances (coins, crystals, energy, etc.).
What we expect from the candidate:
- At least 2 years of experience in product analytics (preferably in game development or highload mobile applications).
- Deep understanding of mobile game metrics: understanding of funnels, unit economics, and the specifics of the Casual audience.
- Confident SQL skills (preferably ClickHouse) and practical data analysis skills in Python.
- Experience with statistics in A/B tests (understanding p-value, confidence intervals, t-tests).
- Experience with data visualization tools (Redash, Tableau).
- Ability to clearly and structurally present research results, communicate them to the team, and justify your conclusions.
- Ability to clearly visualize data and present findings to the team.
What we offer:
- Extended voluntary medical insurance with dental coverage — from the first working day;
- Office within walking distance of the metro;
- 100% sick leave pay (30 days a year);
- Monetary bonus upon the birth of a child, pregnancy care, voluntary medical insurance, and gifts for children;
- Telemedicine and 24/7 medical support;
- Critical illness insurance policy;
- Employee well-being program, including work with a psychologist, financial and legal consultations;
- Financial assistance in special cases;
- English language classes;
- Corporate discounts;
- Additional professional training;
- Compensation for sports expenses — gym membership, individual training, and competition participation.
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