Data Scientist - Algorithm（模型算法方向） at Tencent

Shenzhen, China

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Not SpecifiedCompensation

Mid-level (3 to 4 years)Experience Level

Full TimeJob Type

UnknownVisa

Gaming, TechnologyIndustries

Requirements

本科及以上学历，计算机科学、统计学、人工智能或相关专业，硕士优先。
3年以上数据科学、机器学习算法相关经验，有休闲游戏行业背景者优先。
具备用户画像、运筹优化或经济建模等项目实践经验者优先。
熟悉大数据处理和分布式计算经验者优先。
精通 Python（Scikit-learn、PyTorch/TensorFlow等）及常用数据科学工具栈。
扎实的机器学习与统计建模基础，熟悉因果推断、强化学习、运筹优化等方向。
具备较强的算法工程能力，熟悉分布式计算（Spark）与部署流程。
具备优秀的问题抽象、模型优化与跨团队协作能力。

Responsibilities

负责游戏场景下的用户分层、商品推荐、生命周期预测、流失预警与价值评估等建模任务。
研发并优化匹配机制、平衡性算法及动态定价策略，提升游戏体验与变现效率。
构建可复用的算法框架与服务部署，支持多游戏项目的规模化应用。
探索LLM、机器学习、因果推断等在游戏实验与智能运营中的前沿应用。

Skills

Python

Scikit-learn

PyTorch

TensorFlow

Spark

Machine Learning

Statistical Modeling

Causal Inference

Reinforcement Learning

Operations Research Optimization

Distributed Computing

Algorithm Engineering

Tencent

Internet platform for social, gaming, fintech

About Tencent

Tencent is a technology company that focuses on enhancing the daily lives of internet users and assisting businesses in their digital transformation. It operates in various sectors, including social networking, entertainment, fintech, and cloud computing. Tencent's main products include WeChat, a messaging and mobile payment app with over a billion users, and Tencent Games, which produces popular video games like Honor of Kings and PUBG Mobile. The company generates revenue through online advertising, subscription services, in-app purchases, mobile payments, and cloud services. Unlike many competitors, Tencent has a diverse business model that allows it to serve both individual users and enterprises effectively. The goal of Tencent is to enrich user experiences and support businesses in their digital journeys.

Shenzhen, ChinaHeadquarters

1998Year Founded

$31.5MTotal Funding

IPOCompany Stage

Consumer Software, Enterprise Software, Fintech, AI & Machine Learning, GamingIndustries

10,001+Employees

Benefits

Professional Development Budget

Risks

Tencent's addition to the US blacklist may affect its operations and partnerships.

Developing Call of Duty mobile version may lead to competitive tensions with Microsoft.

Investment in blockchain exposes Tencent to volatile regulatory environments.

Differentiation

Tencent's WeChat app integrates messaging, social media, and mobile payments seamlessly.

Tencent Games is a global leader with popular titles like Honor of Kings and PUBG Mobile.

Tencent Cloud offers scalable solutions for businesses, enhancing digital transformation efforts.

Upsides

Tencent's investment in blockchain technology could enhance its fintech and cloud services.

The Hunyuan-Large language model advances Tencent's AI capabilities in social networking and gaming.

Collaboration with DYXnet on AI solutions opens new avenues in digital transformation services.

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