苹果Economist/Core Data Scientist
任职要求
Minimum Qualifications • Strong quantitative background in statistics, econometrics, or applied mathematics • Expert R/Python programmer also proficient in other languages important to the ETL data pipeline (e.g. SQL) • Excellent verbal and written communication skills, in both Mandarin Chinese and English Preferred Qual…
工作职责
Partner with business teams to translate strategic questions into analytical frameworks Build and apply models for causal inference, forecasting, and optimization Analyze complex datasets, including geospatial and market data, to identify performance drivers Present clear, actionable insights to stakeholders
Data Analysis and Reporting:Gather, analyze, and interpret complex data sets, including market trends, supply chain resources, traffic and conversion rates, user behavior, user profiles, etc.Prepare comprehensive reports detailing findings and providing actionable insights to support market growth strategies and improve business processesSupport overseas operation teams on ad-hoc data requests and projects Performance Monitoring:Routinely monitor key performance indicators (KPIs) and other metricsCollaborate closely with HQ & Regional teams to gather necessary data and feedbackStakeholder Communication:Clearly convey findings and recommendations to regional market directors, managers, business analysts, and other stakeholders in an understandable and compelling manner Process Improvement:Identify bottlenecks and inefficiencies within the existing processes of collaboration between business analysts and cross-functional teamsDevelop standard operating procedures (SOPs) to streamline workflows between business analysts and cross-functional teamsRegularly organize and host cross-regional business analysts' communication meetingsTraining:Collaborate with the HQ BI team to conduct onboarding training for new regional business analystsDocumentation:Maintain detailed documentation of analyses, reports, and the implementations of process improvements
• Understand the toB business deeply and conduct comprehensive strategy analysis by combining internal and external data. • Provide critical analysis support for company strategy, tactical decisions, and operational decisions. • Proactively obtain market, industry, and competitor information through various channels. • Establish and continuously improve analysis systems for tracking market trends, industry developments, and competitor activities. • Based on the established analysis framework, define data product requirements. • Collaborate effectively with relevant teams (e.g., technology development) to design a business analysis evaluation system focused on business model health. • Establish key performance indicators (KPIs) and core operation monitoring indicators (e.g., merchant lifecycle funnel, capacity, transaction contribution). • Complete operational projections, indicator analysis, and attribution analysis.
北京昌平区/上海普陀区都可以 Location: Beijing, Shanghai 【Responsibilities】 As a Business Analyst focused on Marketplace High-Priority Projects, you will play a pivotal role in driving the end-to-end delivery of high-impact strategic initiatives. Your scope will span three core areas: • Driving end-to-end execution of cross-functional, high-priority marketplace projects • Identification of critical path risks and development of contingency plans • Post-implementation evaluation and knowledge consolidation Your mission is to ensure that marketplace projects—from agile pilots to large-scale rollouts—are thoughtfully scoped, executed with operational excellence, and continuously optimized through data-driven insights. You will act as a central orchestrator, aligning objectives, timelines, and resource plans across Product, Algorithm, Strategy Operations, and Regional Operations teams. In this role, you will serve as a key bridge between strategy and execution—translating complex business goals into actionable implementation plans, tracking progress against milestones, mitigating risks, and distilling insights to inform future direction. Ultimately, your work will help ensure that our marketplace evolves in a structured, scalable, and impact-oriented manner across diverse city environments. 1) Driving End-to-End Execution of Cross-Functional High-Priority Projects 2) Critical Path Risk Identification and Contingency Planning 3) Post-Implementation Evaluation and Knowledge Consolidation