Senior Product Analyst - Trading Hong Kong, Hong Kong SAR Product Management & Product Design – Product Management / Hybrid Apply for this job About the Role: We’re looking for a sharp, crypto-native Senior Product Analyst to join our Product Analytics team and lead data-driven decision-making across our Trading pillars. In this role, you’ll work closely with product managers, engineers, and designers to optimize user funnels, improve liquidity, and shape product strategy through deep, actionable insights. Responsibilities: Define and monitor KPIs to guide product performance, trading activity, and user growth Analyze user behavior, trading patterns, and price sensitivity to uncover product opportunities Design and evaluate A/B tests and experiments to drive product improvements Conduct market liquidity analysis, helping teams optimize depth, spreads, and order book health Collaborate on event tracking, data quality, and experimentation frameworks with data engineering and platform teams Stay on top of crypto market trends and help translate macro shifts into actionable insights Requirements: 4+ years of experience in product analytics, trading analytics, or quant/data science roles Proficient in Python, SQL, and experienced with data visualization tools (e.g., Tableau, Databricks, Looker, Mixpanel) Familiarity with A/B testing and product experimentation frameworks Deep understanding of crypto trading products on centralized or decentralized platforms Experience in market liquidity analysis – including depth, spread, execution quality, and market-making behavior Comfortable challenging assumptions, influencing cross-functional stakeholders, and owning the narrative with data Apply for this job When applying, mention the word CANDYSHOP to show you read the job post completely.