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Subscription Analyst
Red Games Co.Subscription Analyst for Red Games Co. driving subscription analytics growth strategy in mobile gaming.
Tech Stack
Tools & technologiesCloudETLPythonSQLTableau
About the role
Key responsibilities & impact- Serve as the studio’s subject matter expert on subscription analytics, including acquisition, conversion, retention, churn, engagement, lifetime value, pricing, offer strategy, and revenue optimization.
- Partner with Product, Marketing, Engineering, and Executive Leadership to define data-driven strategies that maximize player value and subscription growth.
- Establish and maintain a comprehensive subscription analytics framework that informs business planning, forecasting, and investment decisions.
- Own the development, standardization, and governance of KPIs across subscription products and live-service game initiatives.
- Identify emerging trends, risks, and opportunities within player behavior and subscription performance, proactively recommending strategic actions.
- Design and build predictive models using Python, R, SQL, and statistical techniques to forecast subscriber growth, churn, revenue, and player lifetime value.
- Develop segmentation models and behavioral analyses that uncover actionable player insights and monetization opportunities.
- Lead analyses that influence product roadmaps, feature prioritization, pricing strategies, and marketing investments.
- Translate large-scale game, marketing, and subscription datasets into clear recommendations for stakeholders at every level of the organization.
- Design, implement, and analyze A/B tests focused on subscription conversion, onboarding, paywalls, pricing, retention programs, promotional offers, and win-back campaigns.
- Establish experimentation best practices, governance processes, and measurement methodologies across the studio.
- Define success metrics, evaluate results, and ensure learnings are operationalized into future product and marketing initiatives.
- Drive continuous optimization efforts that improve subscription KPIs, player engagement, and overall revenue performance.
- Develop and maintain scalable reporting systems, dashboards, data models, and automated analytics workflows.
- Identify opportunities to improve data quality, accessibility, governance, and operational efficiency throughout the analytics ecosystem.
- Contribute to technical planning and requirements for analytics platforms, data warehouses, business intelligence systems, and reporting infrastructure.
- Champion best practices for analytics engineering, data integrity, documentation, monitoring, and performance optimization.
- Foster a data-driven culture by educating stakeholders on metrics, experimentation, and analytical best practices.
Requirements
What you’ll need- 5+ years of analytics experience with significant hands-on expertise in subscription-based mobile games, or equivalent transferable experience in high-volume subscription analytics.
- Demonstrated ownership of subscription analytics programs, including churn modeling, lifecycle analytics, LTV forecasting, pricing optimization, and retention strategy.
- Proven experience influencing product, marketing, and business strategy through data-driven insights.
- Extensive experience working with large-scale game telemetry, player behavior data, and subscription business models.
- Strong understanding of mobile attribution ecosystems, privacy frameworks, measurement limitations, and mitigation strategies.
- Expert-level SQL skills required.
- Advanced proficiency in Python or R for analytics, modeling, forecasting, and automation.
- Experience designing and maintaining analytics data models and reporting infrastructure.
- Deep experience with business intelligence and visualization tools such as Tableau, Looker, Power BI, or similar platforms.
- Strong understanding of data warehousing, ETL processes, analytics engineering practices, and data pipeline architecture.
- Experience partnering directly with software engineering teams to implement analytics instrumentation and data collection strategies.
- Familiarity with cloud-based analytics environments and modern data platforms is strongly preferred.
Benefits
Comp & perks- Competitive salary
- Flexible work hours
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
subscription analyticschurn modelinglifecycle analyticsLTV forecastingpricing optimizationretention strategySQLPythonRA/B testing
Soft Skills
data-driven decision makingstakeholder communicationstrategic thinkinginfluencingcollaborationproblem solvingleadershipeducationoptimizationgovernance