Product Data Analyst (Junior / Senior)

Role Overview

As a Senior Product Data Analyst in the Risk Control Department, you will play a pivotal role in shaping and optimizing the business environment for our clients. Unlike dealing-focused analysts who concentrate on real-time execution, your mission is to provide data-driven insights on product design, client segmentation, and business environment performance. You will analyze how different transaction costs, leverage settings, credit policies, and execution conditions impact client profitability, company P&L, and long-term sustainability. This role is highly cross-functional, requiring collaboration with Product, Risk teams to transform data into strategies that balance competitiveness, user experience, and risk control.

Key Responsibilities

• Evaluate the performance of business environments (spread, commission, swap, slippage) and quantify their impact on client P&L and company revenue.
• Conduct A / B testing and scenario modeling for product policy changes (e.g., leverage tiers, credit promotions, risk-free revenue adjustments).
• Segment clients by behavior, experience level, or strategy type to recommend differentiated product environments that maximize retention and profitability.
• Build dashboards and monitoring frameworks to track product KPIs across brands, regions, and client cohorts.
• Collaborate with Risk teams to validate that product settings (pricing, execution latency, hedging costs) align with risk appetite and revenue goals.
• Perform competitor benchmarking to identify market gaps and guide pricing / feature differentiation.
• Lead deep-dive investigations into underperforming products or brands (e.g., low-margin portfolios, unprofitable IB structures).
• Translate analytical findings into actionable product recommendations for senior stakeholders.

Qualifications

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