Game Mathematician 機率工程師

Responsibilities

• Design games of multiple genres and build mathematical/statistical models, using data-driven analysis to validate design assumptions before implementation.
• Analyze player metrics and behavioral data to identify trends, optimize retention, and inform game design decisions.
• Conduct research, run simulations, and rigorously verify results (RTP, volatility, hit frequency) before delivery.
• Communicate analytical findings clearly to stakeholders and cross-functional teammates, translating data into actionable recommendations.
• Answer technical questions about math implementation and troubleshoot discrepancies between expected and actual results.
• Estimate cost and timeline for high-complexity projects based on data-informed risk assessment.
• Create documentation for game math, analytical processes, and tools.
• Understand player profiles and behavioral patterns to inform new product development.

Requirements

• Bachelor's or Master's degree in Mathematics, Statistics, or a related quantitative field.
• Strong analytical and problem-solving skills — able to interpret complex datasets, identify patterns, and translate findings into design or business recommendations.
• Solid expertise in mathematics, statistics, probability theory, and combinatorics.
• Hands-on data analysis experience with Excel and/or Python/R; experience with data visualization is a plus.
• Knowledge of random number generators (RNG).
• Advanced knowledge of gaming products and mechanics.
• Strong oral and written communication skills in English — able to present analytical results to non-technical stakeholders.
• 2+ years of experience building mathematical models in the gaming industry is a plus.
• Psychology or behavioral science knowledge is a plus.