美图数据分析师-影像app-北京

任职要求

● 3年以上互联网行业数据分析经验，对用户行为数据有深刻理解，有影像或工具类App相关经验者优先
● 掌握SQL，能独立完成复杂数据查询与提取熟悉Python/R等至少一门脚本语言，能进行数据处理与统计分析
● 熟用数据分析方法、A/B实验基础理论，并有丰富的应用经验
●熟悉工具（如Tableau、PowerBI、Superset等）并有实际报表开发经验
● 业务理解力：具备强烈的业务同理心和敏锐度，能够快速理解业务需求，并将业务问题转化为数据分析问题，提供有效的解决方案
● 沟通表达：具备优秀的结构化思维和书面表达能力，能清晰、准确地向非技术人员解释
● 复杂的数据洞察，并能有效推动项目落地
● 具备独立思考和解决问题的能力，能在面对模糊需求和业务挑战时，主动探索并提出建设性方案
● 具备高度的责任心与owner意识，以结果为导向，能主动发现并推动解决问题
● 严谨、客观的数度，对数据和业务充满好奇心，渴望通过数据洞察为产品和业务带来真正的价值

加分项：
● 有商业用户增长、内容推荐等专项数据分析经验
● 有海外渠道投放或分验
● 有过用户分层体系、用像等项目经验

Key Responsibilities:
1. Basic Business Analysis & Monitoring:
● Responsible for constructing and maintaining core business indicator systems. Monitor daily data and troubleshoot anomalies to promptly identify and diagnose business health. Produce daily/weekly reports and data dashboards to provide efficient data support for business departments.
2. Specialized Analysis & Business Insight:
● Deeply understand user behavior, business models, and workflows. Proactively conduct specialized analyses (e.g., version iterations, user behavior, growth strategies, commercialization) to identify user behavior patterns. Deliver high-quality analytical insights and actionable optimization suggestions to guide product and operational decisions.
3. A/B Testing Analysis:
● Independently or collaboratively design A/B tests with product, operations, and algorithm teams. Perform data analysis and result evaluation to support product features, operational strategies, and algorithm optimization.
4. Data Collection & Governance:
● Organize, review, and validate business data tracking requirements to ensure accuracy, completeness, and standardization of data collection, providing a high-quality data foundation for subsequent analysis.

Qualifications:
1. Experience & Knowledge:
●  3+ years of data analysis experience in the internet industry, with deep understanding of user behavior data. Experience in imaging or tool-based Apps is preferred.
● Proficient in SQL, capable of independently handling complex data queries and extraction. Familiar with at least one scripting language (Python/R) for data processing and statistical analysis.
● Familiar with common data analysis methods and A/B testing fundamentals, with substantial practical application experience.
● Experience with BI tools (e.g., Tableau, Power BI, Superset) and practical report development.
2. Abilities & Soft Skills:
● Business Acumen: Strong business empathy and sensitivity, able to quickly understand business needs, translate business problems into data analysis tasks, and provide effective solutions.
● Communication Skills: Excellent structured thinking and written expression, capable of clearly and accurately explaining complex data insights to non-technical stakeholders and effectively driving project implementation.
● Problem-Solving: Independent thinking and problem-solving abilities, able to proactively explore and propose constructive solutions amid ambiguous requirements and business challenges.
3. Motivation & Values:
● High sense of responsibility and ownership, results-driven, and proactive in identifying and resolving issues.
● Rigorous and objective data attitude, curious about data and business, and eager to deliver real value through data insights.

Preferred Qualifications:
● Experience in specialized data analysis (e.g. commercialization, user growth, content recommendation).
● Experience with overseas channel promotion or analysis.
● Project experience in user segmentation systems or user profiling.

工作职责

岗位职责：
● 负责核心业务指标体系的构建与维护，通过日常数据监控与异常排查，及时发现并诊断业务健康度，输出日报、周报等数据看板，为业务部门提供高效的数据支持
● 深入理解用户行为、商业模式与业务流程，主动开展专项分析，如版本迭代、用户行为、增长策略、商业化变现等，找出用户行为规律，并输出高质量的分析洞察与 actionable 的优化建议，为产品和运营决策提供引导
● 独立负责或协同产品、运营、算法团队，进行A/B实验的设计、数据分析与结果评估，为产品功能、运营策略和算法优化提供数据支撑
● 负责业务数据埋点需求的梳理、评审及验收，确保数据采集的准确性、完整性与规范性，为后续分析工作提供高质量数据基础