This position requires on-site work in Hong Kong. Responsibilities 1. Business Analysis and Strategy Support · Establish a full-cycle KPI framework covering account opening → KYC → funding → trading → retention/repurchase; define standard metrics and deliver weekly, monthly, and quarterly operational analyses. · For broker-dealer, proprietary trading, investment advisory, and derivatives lines, finalize fee schedules, channel ROI assessments, and customer segmentation models; provide actionable strategic recommendations. 2. Data Modeling and Visualization · Use SQL and Python to build thematic wide tables and data marts, and maintain a metrics dictionary. · Develop management dashboards and self-service analysis datasets using BI tools. 3. Trading and Product Insights · Monitor product and account structures, liquidity, capital efficiency, and risk exposures to support pricing decisions and product iterations. 4. Project Delivery and Cross-Functional Collaboration · Serve as PM/BA to lead requirements reviews, scheduling, and acceptance; drive tagging standards, data governance, and rollout of automated reports. 5. Compliance and Risk · Collaborate with risk control and compliance teams to define abnormal trading patterns, account risks, suitability metrics, and alert rules; ensure outputs are auditable and traceable. Qualifications · Education/Background: Bachelor’s degree or above in Mathematics, Statistics, Computer Science, Financial Engineering, Economics, or related field; 1–3 years of securities data or business analysis experience required. · Data Skills: Proficient in SQL and Python; capable of performing ETL processes and data quality checks independently. · Business Acumen: Familiar with basic products and trading logic for Hong Kong/US equities, ETFs, options, etc., and able to translate data insights into business actions. · Communication and Documentation: Clear logical thinking with the ability to produce highly readable analytical reports. Preferred Qualifications · Knowledge of brokerage operations and exchange product rules; experience in margin financing, options/derivatives analysis, or trade reconciliation. · Hands-on experience with tagging and data governance (lineage, definitions, data quality). · Experience with channel attribution. · Proficiency in English as a working language.