Описание: Scorewarrior develops and publishes games. Its cross-platform MMO 4X strategy game, Total Battle, features a deep social system and extensive player interaction, with 2 million monthly active players.
Задачи:
•Take high-uncertainty questions from product teams from vague questions to decisions the team acts on
•Design and analyze experiments in non-standard setups, including delayed treatment, kingdom-level tests, small samples, and heavy-tailed revenue; own variance reduction, outlier handling, permutation tests, MDE, power, and reporting rules
•Estimate effects when classic A/B testing is impossible using causal inference and quasi-experimental designs, and turn one-off solutions into reusable methods, reference documents, dbt data marts, and Tableau dashboards
•Check assumptions behind metrics, test read-outs, and pilot outputs before the business acts on them
•Use Python for research when SQL is not enough, including graph algorithms, optimization problems, and simulations
•Specify logging for features shipped by teams without their own analyst and cover their ad-hoc questions
Требования:
•Experience running high-uncertainty research end-to-end, from problem framing to a decision acted on by the team
•Hands-on experience with causal inference and quasi-experimental methods on product questions, including identifying what can invalidate an estimate and how it was checked
•Hands-on experience designing and analyzing A/B tests and applying statistics, including distributions, power, MDE, variance reduction, heavy tails, and outliers
•Strong SQL and experience with an analytical data warehouse
•Working Python skills for research, including implementing algorithms or statistical procedures without a ready-made library call and evaluating whether the code can work; production services are not expected
•Clear, concise written and verbal communication, including documenting agreements and saying when a result cannot be trusted
•English at B1 or above
•Game industry experience is not required
Будет плюсом:
•ClickHouse
•Data science background including modeling and segmentation, validating assumptions with statistical tests
•Building or improving an experimentation platform, setting methodology followed by other analysts
•Hands-on dbt and Tableau experience
•Understanding of F2P economics, network effects, social or competitive systems
•Playing games, willingness to play Total Battle
Условия:
•Excellent remuneration package, including a 13th salary
•Full relocation coverage for you and your family to Cyprus (Limassol)
•Private health insurance for you and your family members
•Monthly pre-school, school, and university allowance for employees' children
•Lunch compensation
•Sports and fitness allowance
•Company-funded personal development opportunities, including professional and language courses and books
•Bonuses for outstanding results, years of service, marriage, and childbirth
•Monthly office parties and annual company birthday and Christmas offsite celebrations
