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Post Date

2023-Mar-14

Close Date

2023-Jul-25

Job Type

FULLTIME

Salary

SGD 6000-12000 per MONTH

Location

Singapore, , Singapore

Company Description

Tencent is a world-leading internet and technology company that develops innovative products and services to improve the quality of life of people around the world. Founded in 1998 with its headquarters in Shenzhen, China, Tencent's guiding principle is to use technology for good. Our communication and social services connect more than one billion people around the world, helping them to keep in touch with friends and family, access transportation, pay for daily necessities, and even be entertained. Tencent also publishes some of the world's most popular video games and other high-quality digital content, enriching interactive entertainment experiences for people around the globe. Tencent also offers a range of services such as cloud computing, advertising, FinTech, and other enterprise services to support our clients' digital transformation and business growth. Tencent has been listed on the Stock Exchange of Hong Kong since 2004.

Job Description

    Applying machine learning, deep learning, and social-network data mining with game data for providing game-corresponding services.
    Response for deep statistics analysis from large-scale data, mining for user behavior and attributes, and building user portraits.
    By data mining and analysis, solving user pain points, and proposing strategies to improve user retention. Improving online algorithms, combining business requirements and data, by using distributed computation platforms, develop efficient and reliable data mining solutions.

Requirements

    Familiar with basic and latest research result in data mining, with a strong understanding of statistical models, related machine learning principles, and experience working on data mining-related projects;
    Familiar with machine learning, deep learning, and recommendation algorithms such as clustering and classification, grasping and having a deep understanding of at least one of them;
    Proficient in at least one programming language, familiar with basic data structures and algorithms.
    Higher priority for candidates familiar with graph models, including community discovery, graph embedding (GNN、GAT and etc.)、influence diffusion models (extension for IC or WC models);
    Higher priority for candidates familiar with causal inference or optimization algorithms, and have strong;
    Higher priority for candidates having a publication in top data mining journals or conferences, such as SIGMOD, VLDB, KDD, ICDE, etc;
    Higher priority for candidates having big data experience, and familiar with distributed computation frameworks such as Hadoop, spark, hive and etc;
    Higher priority for candidates with strong logical thinking ability, communication ability, business understanding, and familiarity with game situations;
    Strong self-driven ability, team cooperation ability, anti-pressure ability, and studious candidates are preferred.

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