Data Analyst

What to do

• Organize the collection and processing of game data together with data engineers, game designers and developers, starting from the design stage of game features.
• Analyze collected data: key metrics of game products, analysis of game balance, economy, player behavior, individual game features.
• Analyze the performance of game events, promotions, release of new features and versions of the game, prepare reports.
• Identify problems and opportunities for improving games based on data, form proposals and hypotheses.
• Analyze the effectiveness of monetization, propose improvements, analyze the results of their implementation.
• Visualize data: develop reports, dashboards, funnels in Amplitude and Tableau\QuickSight
• Participate in organizing, conducting and interpreting the results of A / B tests.
• Generate and maintain up-to-date data collection and analytics documentation.

What we care

• 2 years of experience as an analyst on a game project
• Understanding key metrics for gaming products
• Understanding how to monetize mobile games
• Experience with Amplitude, Tableau\QuickSight
• Excellent knowledge of SQL. Knowledge of Python or any other scripting language
• Mathematical background: knowledge of probability theory and applied statistics
• Knowledge of A/B testing methodology and experience in conducting split tests
• Knowledge of ETL processes and methods
• Experience with any NoSQL solutions: Cassandra, Redis, Hive, etc.
• Experience with AWS products