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Jobs in Singapore   »   Jobs in Singapore   »   Information Technology Job   »   Data Analyst - Gaming Risk
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Data Analyst - Gaming Risk

Iot Specialist Recruitment Pte. Ltd.

Iot Specialist Recruitment Pte. Ltd. company logo

Job Responsibilities:

  1. Responsible for establishing and monitoring product risk control business indicators, and conducting risk business attribution analysis.
  2. Responsible for extracting product risk control business strategies, tracking their effectiveness, and establishing a comprehensive risk control data indicator system for business units.
  3. Able to extract features and develop effective response strategies for platform black and gray users to promptly prevent illicit activities.
  4. Possess the ability for rapid learning and thinking, keen data insight, structured thinking ability, cross-team collaboration skills, and a strong passion for solving real business problems.
  5. Proficient in data statistics-related professional skills, able to utilize common machine learning algorithms such as regression, classification, clustering, deep learning, etc., in combination with business scenarios to solve business problems.

Job Requirements:

  1. Bachelor's degree or above, interested in mathematics and statistics, with a certain foundation in computer or mathematics; majors related to mathematical statistics are preferred.
  2. Familiar with commonly used data analysis tools and languages such as Excel, SQL, R, Python, SPSS.
  3. Have good logical thinking ability and communication skills, be reliable and responsible, have strong self-driving ability, curiosity, interest in the Internet, and priority for those interested in data analysis.

岗位职责:

1、负责产品风控业务指标建设以及监测,风控业务归因分析;

2、负责产品风控业务策略抽取,效果跟进,为业务线建立全面的风控数据指标体系;

3、针对平台黑灰产用户,能够进行特征提取,抽取出有效的应对策略,及时阻止黑灰产;

4、具备快速学习和思考的能力,敏锐的数据洞察力,结构化思维能力,跨团队协作能力,对实际解决业务的问题有强烈的热情;

5、掌握数据统计相关专业技能,会结合业务场景使用常用的回归、分类、聚类、深度学习等机器学习算法解决业务问题;


职位要求

1、本科及以上学历,对数学统计学感兴趣,有一定的计算机或者数学基础,数理统计相关专业优先;

2、熟悉常用的数据分析工具和语言:如Excel、SQL、R、Python、SPSS;

3、具有良好的逻辑思维能力与沟通表达能力,认真靠谱,有较强自驱能力、好奇心,对互联网感兴趣,对数据分析感兴趣者优先

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