for an independent game studio to analyze player behavior, metrics, and A/B tests in the mobile game OneState.
Tasks:
- Analysis of player behavior (cohort analysis, segmentation, identifying points where the player is hurting/bored/having fun)
- Analysis of offers, packs, and bundles
- Formation of requirements for events for subsequent analysis of product and player behavior
- Development of BI tools (dashboards, charts)
- Conducting research and creating artifacts
- Preparation of presentations on research results for the team
- Identifying product growth points, formulating conclusions and hypotheses
- Working with key product metrics (Retention, ARPU, ARPPU, LTV, Conversion)
- Building and interpreting analytical funnels
- Finding anomalies and patterns in data
- Designing and analyzing A/B tests
- Building predictive models
- Interpreting data and explaining complex findings in simple terms
- Data quality control
Requirements:
- At least 1 year of experience as a product analyst (preferably in gamedev / digital / product companies)
- Proficient in SQL
- Deep knowledge of Python for data analysis and automation
- Experience with Git
- Ability to work with Airflow
- Deep understanding of product and monetization metrics
- Practical experience in designing, conducting, and analyzing A/B tests
- Love for data and well-developed analytical skepticism
Conditions:
- Various work formats: hybrid or office
- Flexible schedule with the ability to take days off without excessive bureaucracy
- Limassol, Almaty
Skills:
- SQL
- Python
- Git
- Airflow
- ClickHouse
- Redash
- Superset
- Tableau
- Power BI
