Data Analyst - CLV

Shopee's growth data team focuses on the long-term performance of users and is committed to associating users' long-term performance with short-term behaviour through scientific methods. Our team plays a critical role in improving business framework, evaluation system and customisation strategies. Data-driven and result-oriented are our values; helping business to achieve long-term goals is our mission. We always run fast with challenges and remain at the forefront of the industry.

Job Description

• Designing data indicator systems, establishing data analysis models, outputting data analysis frameworks and analysis reports in line with business needs, and assist business decisions.
• Communicate with the product and business teams to understand business processes, provide insights based on business results.
• Research industry trends and competition information, analyze the change trend of user demands, and diagnose business problems through multi-dimensional analysis, discovering risks, excavation opportunities, providing optimization suggestions for business.
• Provide data analysis and insights which can be translated to data-driven products. Improve the datalisation and intelligence of business team.

Requirements

• Bachelor or above in Computer Science, Information Technology, Statistics, Mathematics, and other related majors.
• At least 2 years experience in data analytics.
• At least 2 years experience in Python and SQL.
• Self-starter with the ability to work in a fast-paced, performance-driven environment.
• Strong problem solving, quantitative and analytical abilities - critical and logical thinking.
• Passion for problem-solving, improving and/or implementing processes.
• Highly motivated, structured and methodical with a high degree of initiative.
• Able to work independently or cross functionally.
• Compliance with the following conditions: Massive data processing experience with Hive, Hadoop, Spark and other platforms

工作职责 

• 梳理和设计数据指标体系，建立数据分析模型，输出符合业务需求的数据分析框架和分析报告，辅助业务决策。
• 与产品团队和业务团队沟通，了解业务流程，以业务结果为导向输出业务洞察。
• 研究行业趋势和竞品信息，分析用户诉求的变化趋势，通过多维度的分析诊断业务问题，发现风险，挖掘机会点，为业务提供优化建议。
• 将数据分析思路和框架沉淀为数据产品解决方案，策划数据产品并推动落地，提升各团队的数据化和智能化程度。

任职要求 

• 计算机科学、信息技术、统计学、数学等相关专业本科及以上。
• 至少2年以上数据分析经验。
• 至少2年以上python和SQL经验。
• 能够在快节奏、以业绩为导向的环境中工作的自我激励。
• 具有较强的解决问题、定量和分析能力， 热衷于解决问题和改进流程。
• 积极性高，有条理，有条理，主动性强。
• 具有较好的（跨团队）沟通能力与组织协调能力
• 符合以下条件优先： 有Hive、Hadoop、Spark等平台的海量数据处理经验