About the company and project
DreamVR is looking for an analyst for a mobile rhythm arcade game with a unique gameplay and a deep monetization system. The project is in the vertical slice stage, with a pre-soft launch and an active phase of internal/external testing coming soon.
We are looking for a candidate with experience in analyzing monetization in mobile F2P projects, who will work closely with the monetization game designer and producer, helping to make data-driven decisions: from balancing the game economy to evaluating the effectiveness of mechanics through A/B tests. Please read the vacancy carefully!
✅ Work format: in-office/remote work/hybrid.
✅ Employment: full-time
🎯Responsibilities
- Designing and supporting event analytics in Firebase / Google Analytics (event tagging, funnels, retention, session analysis, cohorts).
- Monetization analysis: ARPU, ARPPU, LTV, purchase conversion rates, unit economics of IAP offers, ad funnel analysis.
- A/B test support: participation in hypothesis setting, results analysis, statistical significance testing
- Assistance in balancing the game economy: analysis of resource inflow/outflow, identification of imbalances, forecasting the impact of changes.
- Building dashboards and regular reports for the team and producers during the soft-launch and live-ops stages.
- Preparing analytical conclusions and recommendations on current monetization and retention mechanics.
Participating in playtest analysis and launch preparation.
💼Requirements:
✅Mandatory
- At least 2 years of experience as an analyst in mobile F2P game development (midcore or hybrid projects).
- Understanding of midcore genre mechanics (rhythm games, arcades, progression systems, core loop, and retention drivers).
- Experience with Firebase / Google Analytics: event tagging, working with funnels and cohorts.
- Proficient in SQL (BigQuery or equivalent) – ability to write queries for cohort analysis and data slicing.
- Understanding of monetization metrics: LTV, ARPU/ARPPU, conversion rates, unit economics.
- Experience with A/B testing: hypothesis setting, statistical significance, result interpretation.
- Ability to work with game economy: balancing resources, currencies, progression, and their impact on retention and monetization.
➕Will be a big plus
- Experience with AppMagic or similar market intelligence tools. Identifying genre trends, top charts, competitor profitability.
- Knowledge of Unreal Engine (from the perspective of event tagging and analytics integration).
- Experience with Python (Pandas, basic statistics) and BI tools (Tableau / Looker Studio).
- Understanding of UA metrics (CPI, ROAS, attribution).
- Experience with soft-launch or live-ops projects.
- Effective use of AI tools
‼️Important
The candidate must understand the logic of IAP offers, perceive the game economy as an integrated system, and find revenue growth points through data. The ability not only to calculate metrics but also to formulate clear recommendations is critically important – to be a full partner to the monetization game designer and producer. It may be necessary to complete a technical assignment.
Applications 👉 Telegram: recruiter contact
