Аналитик данных
генерация резюме под вакансию
сопроводительное письмо
описание
Severex is a game developer and publisher focusing on mobile casual and puzzle games.
задачи
- Conduct structured product and market research;
- Analyze hybrid monetization models (IAA + IAP) and propose actionable improvements;
- Research market benchmarks, competitor strategies, and new monetization formats;
- Build models for eCPM prediction, pLTV including ad revenue, and the impact of ad frequency on retention and revenue;
- Research and apply industry approaches, including ad placement optimization, IAP pricing, rewarded vs. interstitial trade-offs, and bid landscape analysis;
- Formulate and validate hypotheses based on research, from academic papers to industry case studies.
требования
- 2+ Years of experience in mobile game analytics, preferably in F2P, casual, or mid-core games;
- Strong hands-on experience with IAA: eCPM, mediation, waterfall/bidding, and ad networks;
- Experience with hybrid monetization (IAA + IAP);
- Strong SQL and Python skills;
- Experience building ML models in production;
- Ability to formulate hypotheses and communicate insights clearly to non-technical stakeholders;
- Nice to have: Experience with AppLovin MAX, ironSource, or other mediation platforms, understanding of Adjust/attribution, SKAdNetwork, and Privacy Sandbox, experience with dbt.
условия
- Direct impact on products with 10M+ installs;
- Work with a modern data stack: Snowflake, dbt, GCP;
- Low-bureaucracy team environment.
навыки
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