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Post Date

2024-Jan-21

Close Date

2023-Nov-30

Job Type

FULLTIME

Salary

SGD 6000-16000 per MONTH

Location

Singapore, , Singapore

Company Description

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy.
TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Mumbai, Singapore, Jakarta, Seoul, and Tokyo.

Job Description

    Team Introduction:
    The Global Payments team provides professional payment solutions with smooth functioning of payment channels to all global businesses of ByteDance to support the expansion and growth of ByteDance’s global businesses. Global payments has offices including: Beijing, Shanghai , Shenzhen, Hangzhou , Singapore and Mountain View. The Global Payments Compliance team's duty is to establish a comprehensive and strong compliance foundation with sanction screening, transaction monitoring, risk rating system to systematically enable business models, revenue growth, and protect executives from possible legal liabilities for Bytedance (e.g. TikTok Live, TikTok Shop, Resso).

     Responsibilities
    - Understand each business line and payment scenarios well, design Red Flags to monitor potential compliance risk scenarios;
    - Optimize and iterate compliance strategy standardly, systematically, timely and proactively;
    - Design and develop machine learning algorithms to detect suspicious transactions and accounts effectively and assist investigation procedures efficiently;
    - Discover potential syndicates and concerted behavior communities from large-scale graph data based on graph neural networks;
    - Follow up the latest research progress in the fields of anti-money laundering and fund security in the finance / technology industry, and apply it in the work.

Requirements

    - Bachelor and above with majors in computer science, computer engineering, statistics, applied mathematics, data science or other related disciplines;
    - 2 years and above relevant experience, with solid experience with data structures and algorithms
    - Familiar with at least one framework of TensorFlow / PyTorch / MXNet and its training and deployment details
    - Strong coding skills in at least one of the following programming frameworks, e.g. Python, Java, C/C++, etc.;
    - Familiar with big data related frameworks and applications, those who are familiar with MR or Spark are preferred.

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