Vacancy: Senior Product Analyst
Company: Freedom Music
Format: office, hybrid
What awaits you:
- Event model from scratch. You define which events to log, how they are named, what their attributes are. This includes gamification events (streak_continued, xp_earned, badge_unlocked) and Recsys signals — they cannot be "added later".
- Analytical infrastructure. DWH, dbt layer, BI (Metabase / Superset / Tableau - we will discuss). Building, not using ready-made solutions.
- Full-cycle product analytics. Activation funnels, cohorts, retention, LTV, unit economics of subscriptions and ad monetization on the free tier.
- A/B experiment framework. From hypothesis design and power analysis to statistical validation and retrospectives.
- Data preparation for Recsys and gamification. So that the ML team can build models from day one, not wait half a year.
- Cross-ecosystem analytics. Integration with data from SuperApp, Freedom Bank, Freedom Tickets - end-to-end metrics and scenarios.
What we need from you:
- 4+ years in product analytics, with at least 2 years in B2C digital products. Streaming / mobile / subscription is a strong plus.
- Strong SQL - window functions, optimization, working with large volumes.
- Python for data analysis and statistics (pandas, scipy, statsmodels).
- Experience in designing an event model from scratch or its serious refactoring - this is where the work begins.
- Practical experience with dbt and modern DWH (BigQuery / Snowflake / ClickHouse).
- Product-level statistics: A/B tests, power analysis, sensitive metrics, working with noise.
- Product analytics platforms: Amplitude / Mixpanel / GA4 — and understanding their limitations at scale.
- Product thinking. You ask the question "what decision will we make after this analysis?" before starting the analysis, not after.
Salary range: 1200000-1500000 KZT.
For all questions, please contact - Telegram **recruiter contact
