09/30/2026 updated
100 % available
Senior Business Data Analyst | AI-Driven Analytics | Retail & Financial Data Governance
深圳, China
Only remote
MBA, Coventry University (UK), 2014-2015AI AgentsData AnalysisData ArchitectureSQL Databases
AI Engineering & Workflow Automation
Proficiency in cutting-edge AI engineering tools including Claude Code, Codex, OpenClaw, MCP protocol, and LLM API integration. Development of automated analytics agents and Python automation pipelines that compress business reporting cycles from days to minutes.
Data Analysis & Modeling
Expertise in Python (Pandas, NumPy, automation scripting), SQL (complex queries, data cleansing, multi-table modeling, metric computation), time-series forecasting (ARIMA / VAR), dimensional modeling, and data dictionary and data standards governance.
Data Visualization & Business Intelligence
Strong command of Tableau and advanced Excel functions including VBA. Design of multi-dimensional interactive dashboards for daily, weekly, and monthly business performance monitoring and executive reporting.
Retail Purchase-Sale-Inventory Analytics
Building end-to-end retail metrics systems covering purchase, sales, inventory, transfers, and membership. Dynamic modeling of sell-through rate, sellout rate, inventory-to-sales ratio, days of inventory outstanding, and inventory aging.
Financial Regulatory Data Modeling (EAST / IFRS 9)
Delivery of regulatory data governance, compliance data marts, and risk quantification projects for large commercial banks. Building roll-rate models, automated macroeconomic factor forecasting models, and EAST regulatory data standardization frameworks.
Multi-Dimensional Anomaly Attribution
Decomposition of core business metrics across time, store, category, SKU, sales-staff productivity, price band, and promotion dimensions to identify root causes of volatility and growth opportunities.
User Growth & A/B Testing
Full-lifecycle user growth funnel analysis, A/B test design and evaluation, churn attribution, and multi-dimensional performance attribution. Proven track record of driving measurable improvements in user acquisition, retention, and satisfaction.
Enterprise Data Dictionary & Standards Governance
Design of enterprise data dictionaries, mapping of cross-system data flows and subject areas, clarification of business versus technical definitions, and establishment of governance standards to improve cross-system consistency and data usability.
Strategic Partnerships & Industry Solution Design
Development of ecosystem partnerships with leading cloud vendors, design of vertical-industry digital operations solutions, and delivery of full-lifecycle user behavior and content conversion funnel analytics for insurance and converged-media clients.
Proficiency in cutting-edge AI engineering tools including Claude Code, Codex, OpenClaw, MCP protocol, and LLM API integration. Development of automated analytics agents and Python automation pipelines that compress business reporting cycles from days to minutes.
Data Analysis & Modeling
Expertise in Python (Pandas, NumPy, automation scripting), SQL (complex queries, data cleansing, multi-table modeling, metric computation), time-series forecasting (ARIMA / VAR), dimensional modeling, and data dictionary and data standards governance.
Data Visualization & Business Intelligence
Strong command of Tableau and advanced Excel functions including VBA. Design of multi-dimensional interactive dashboards for daily, weekly, and monthly business performance monitoring and executive reporting.
Retail Purchase-Sale-Inventory Analytics
Building end-to-end retail metrics systems covering purchase, sales, inventory, transfers, and membership. Dynamic modeling of sell-through rate, sellout rate, inventory-to-sales ratio, days of inventory outstanding, and inventory aging.
Financial Regulatory Data Modeling (EAST / IFRS 9)
Delivery of regulatory data governance, compliance data marts, and risk quantification projects for large commercial banks. Building roll-rate models, automated macroeconomic factor forecasting models, and EAST regulatory data standardization frameworks.
Multi-Dimensional Anomaly Attribution
Decomposition of core business metrics across time, store, category, SKU, sales-staff productivity, price band, and promotion dimensions to identify root causes of volatility and growth opportunities.
User Growth & A/B Testing
Full-lifecycle user growth funnel analysis, A/B test design and evaluation, churn attribution, and multi-dimensional performance attribution. Proven track record of driving measurable improvements in user acquisition, retention, and satisfaction.
Enterprise Data Dictionary & Standards Governance
Design of enterprise data dictionaries, mapping of cross-system data flows and subject areas, clarification of business versus technical definitions, and establishment of governance standards to improve cross-system consistency and data usability.
Strategic Partnerships & Industry Solution Design
Development of ecosystem partnerships with leading cloud vendors, design of vertical-industry digital operations solutions, and delivery of full-lifecycle user behavior and content conversion funnel analytics for insurance and converged-media clients.
Experience
Professional experience5 - 10 years
Freelancer since2026
Languages
ChineseNative speakerEnglishFluent
Project history
Built the end-to-end analytics system for a multi-store jewelry retail business. Responsibilities included metrics architecture and definition governance, AI workflow enablement and pipeline automation using Claude Code and Python, multi-dimensional performance attribution across sales and inventory dimensions, inventory turnover and supply-chain health monitoring, and subject-area modeling and data asset building across four business domains.
Led delivery of regulatory data governance, compliance data marts, and risk quantification projects for five leading large and joint-stock commercial banks. Projects included IFRS 9 expected credit loss modeling for Bank of Shanghai, enterprise data dictionary and standards design for China CITIC Bank, cross-system collateral data governance for Ping An Bank, EAST regulatory data standardization for Hengfeng Bank, and a regulatory data quality program for Bank of Beijing.
Drove ecosystem partnerships with leading cloud vendors including Tencent Cloud, Yonyou, and JD Retail Cloud. Led vertical-industry digital operations solution design for insurance and converged-media clients, covering full-lifecycle user behavior, content conversion funnels, event-tracking specifications, and metrics systems.