Senior Product Analyst - Trading

Medium; Hongkong; On-site; HKD 500,000 - 700,000; Full time

Job summary

A leading tech company in Hong Kong is seeking a Senior Product Analyst to guide data-driven decision-making in their Trading pillars. You will collaborate with cross-functional teams to analyze user behavior, optimize trading strategies, and monitor product performance through defined KPIs. The ideal candidate will have over 4 years of experience in product analytics, proficient in Python and SQL, and familiar with A/B testing and market liquidity analysis.

Qualifications

• 4+ years of experience in product analytics, trading analytics, or quant/data science roles.
• Proficient in Python and SQL with experience in data visualization tools.
• Familiarity with A/B testing and product experimentation frameworks.

Responsibilities

• Define and monitor KPIs to guide product performance and user growth.
• Analyze user behavior and trading patterns to uncover product opportunities.
• Design and evaluate A/B tests and experiments for product improvements.

Skills

Product analytics

Trading analytics

Data visualization

A/B testing

Python

SQL

Tools

Tableau

Databricks

Looker

Mixpanel

Job description

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