ByteDance
Posted 9mo ago

数据科学家(电商方向)-中国交易与广告

ByteDance
Beijing, Beijing, China
OnsiteFull Time
Responsibilities
  • leading team
  • analyzing data
  • designing experiments
Requirements
  • Lead data science for e‑commerce
  • Define metrics
  • Perform causal and ML analyses
  • Design A/B tests, and translate data into business insights. Requires strong statistics
  • Causal inference, and machine learning skills
  • SQL and Python proficiency
Technical tools mentioned
SQLPython

Job description

1、负责抖音电商算法侧的数据科学工作,带领数据科学团队通过系统的分析框架和科学评估来指导算法迭代,支持电商业务发展;
2、基于对用户、商家/达人、流量、平台与生态的深入理解,定义科学的指标并深入分析,发掘业务潜在改进机会;
3、与算法紧密配合,设计科学合理的A/B实验,指导科学的决策与迭代闭环,推动数据分析结论实施。

1、电商或推荐相关背景优先,计算机、统计学、数学、经济学等相关专业,具有相关领域较深入的技术应用的经验和能力;
2、具备扎实的统计学、因果推断、机器学习等数据科学理论基础及应用经验;精通SQL,熟练掌握Python及相关库的应用;熟悉常用的数据分析方法,分析报告或专题研究上遵循严格的逻辑形式;
3、具备优秀的商业敏感度与逻辑思维能力,能够在较大不确定性的问题中构建框架,将数据转化为有效的商业洞察;
4、具备强烈的好奇心与自我驱动力,乐于接受挑战,追求极致和创新,富有使命感。

About ByteDance

Developing AI-driven content platforms and mobile applications.

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