RESPONSIBILITIES
- Design, develop, and implement machine learning techniques—Supervised, Unsupervised, and Reinforcement Learning models—to optimize player retention, enhance conversion rates, and deliver more engaging gameplay experiences.
- Serve as the primary liaison between Marketing, Game Economy, Game Development, and Data Engineering teams, functioning as a product manager to oversee the creation of tailored datasets that address key analytical questions and drive decision-making.
- Build and implement a robust framework for the Marketing team, leveraging SQL and predictive analytics to optimize user acquisition strategies and marketing spend.
- Establish close collaboration with Game Development and Game Economy teams to provide predictive, actionable analytics that shape game design, feature improvements, and economic strategies.
- Develop and implement optimization strategies for game currency Sinks and Sources to ensure sustainable in-game economic growth, including conducting simulations prior to launch to forecast potential impacts.
- Lead the creation of intuitive dashboards and reporting tools that provide real-time monitoring of in-game economic systems and player engagement metrics.
Qualifications
- Bachelor's degree in Statistics, Mathematics, Computer Science, Economics, or a related field.
- Advanced programming skills in Python and SQL, with hands-on experience using data science libraries (e.g., Pandas, NumPy, scikit-learn).
- Proven ability to translate complex data insights into clear, actionable strategies for business and technical teams.
- Experience with A/B testing, experiment design, and causal inference to evaluate the impact of game features and marketing campaigns.
- Proficiency with data visualization tools like Tableau, Looker, or Power BI to create dynamic visual representations of data trends.
- Strong understanding of player behavior analysis, including player segmentation, churn prediction, and lifetime value (LTV) modeling.
- Exceptional communication and presentation skills, with the ability to convey technical insights to both technical and non-technical stakeholders.
- Crypto or web3 development experience preferred.
WHAT WE OFFER
- Fully remote work, with a yearly company offsite
- Experience working with gaming veterans who’ve created titles with a gross aggregate revenue of over $10B USD
- Flexible 20 days off PTO (holidays + local national holidays)
- Experience creating a new IP with franchise potential
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