灰境行者-游戏数据分析师
Core
Build and maintain game operations data analysis systems, conduct specialized analysis on user value, churn, and ecosystem, and drive user lifecycle management strategies.
Role type
Senior Game Data Analyst (Shooter focus)
Builds
Operational data analysis frameworks, user profiling models, and visualization dashboards for game operations teams.
Domain
Gaming industry (Shooter games)
Deliverable
production ML models | dashboards & analysis
Required skills
SQL, Python, Data Mining algorithms (Decision Trees, Clustering, Regression), Data Warehouse construction, User Profiling, Statistical Analysis
Preferred skills
Shooter game analysis experience, AI analysis software proficiency
Technologies
SPSS, SAS, R, Big Data tools
Responsibilities
Design and optimize data logging structures and cleaning processes; Develop and maintain visualization reporting platforms; Collaborate on data modeling for refined operations; Lead the iteration of analysis methodologies.
Seniority
Mid-Senior, hands-on IC
