Business Introduction

Timi Studio Group, a game development and operation team under Tencent Games. Adhering to the vision of improving the entertainment quality for global players, Timi has been deeply cultivating in various game segments, establishing leading core R&D capabilities both domestically and globally.

Since its establishment in 2008, Timi has continuously launched multiple popular products, covering various categories such as multiplayer competitive, RPG, shooting, racing, strategy, and casual games, with rich cross-platform development experience. Its works include "Honor of Kings", "QQ Speed", "CrossFire: King of Shooters", "Call of Duty Mobile", "Tiantiantian Xiaoxiaole", "Return to Empire", "Pokémon UNITE", "Metal Slug: Awakening" and many other well-known games, providing excellent game entertainment experience for hundreds of millions of users worldwide.

While expanding categories, Timi is also committed to continuously exploring the social value of games through cultural and creative practices and esports exploration, empowering games and transmitting positive energy to more players.

Responsibilities

1. Responsible for the data analysis of a 3A stylized realistic shooting PC game.

2. User behavior insight: Deeply analyze game data, identify key indicators such as player behavior patterns, in-game loops, and user churn, and uncover the reasons and driving factors behind them.

3. Data-driven solution formulation: Based on data insights, propose targeted game design and operational publishing strategies, including gameplay improvements, numerical balancing, activity and reward mechanism design, to enhance user retention and payment conversion.

4. Establishment of data analysis system: Build and continuously improve the overall framework and process of data analysis, covering data collection, cleaning, storage, analysis, and visualization, to ensure data quality and the effective reliability of analysis results.

Requirements

1. 2+ years of experience as a game data analyst or related position, familiar with game data analysis processes and methods.

2. Proficient in data analysis tools such as SQL, Python, R, with practical experience in data mining and machine learning.

3. Excellent communication and expression skills, able to clearly and effectively convey data analysis results to the team.

4. Passionate about games, possessing keen insight and solid problem-solving abilities, and able to use English as a working language.

Tencent is committed to providing equal employment opportunities

At Tencent, we always adhere to the principle of equal employment opportunities and are committed to creating a fair and inclusive working environment for every employee. We firmly believe that diverse voices can inspire unlimited innovation and drive us to provide better services to users and society. We carefully create a supportive and encouraging atmosphere to help every employee find their own stage to achieve personal and common development goals.