Location
Singapore · On-site
As a Senior Data Analyst, you will focus on data analytics for centralized exchanges (CEX) and the broader Web3 ecosystem, covering trading, user behavior, on-chain data, market trends, and risk monitoring. You will be responsible for building high-value data models, driving data-driven business decisions, and working closely with product, operations, risk, and marketing teams to support business growth and ecosystem development.
Key Responsibilities
Exchange Core Data Analysis
- Analyze market microstructure data such as trading pairs, volumes, depth, spreads, and market-making activities
- Monitor trading activity, liquidity changes, and abnormal trading behaviors
User Behavior & Growth Analysis
- Analyze user lifecycle metrics, including registration, activity, retention, and conversion
- Evaluate user acquisition and retention effectiveness across channels and campaigns (ROI analysis)
Web3 & On-Chain Data Analysis
- Use on-chain analytics tools (Nansen, Dune Analytics, Glassnode, etc.) to track fund flows, wallet behavior, and smart contract interactions
- Monitor large fund movements, whale activities, and cross-chain bridge usage
Data Modeling & Forecasting
- Build predictive models based on trading and user data (e.g., trading volume forecasts, churn prediction)
- Apply machine learning algorithms for market and user behavior pattern recognition
Visualization & Data Productization
- Develop real-time dashboards with Power BI, Tableau, Looker, etc.
- Translate analytical results into metrics systems and monitoring tools for product and business use
Cross-Functional Collaboration & Data-Driven Decisions
- Collaborate with operations, marketing, product, risk, and finance teams, providing insights to support strategic and operational optimization
- Participate in data-driven growth experiments and A/B testing
Qualifications
- Bachelor’s degree or above in Data Science, Statistics, Computer Science, Financial Engineering, or related fields
- 5+ years of data analytics experience, preferably in CEX, fintech, or Web3
- Proficient in SQL, Python, or R; familiar with blockchain APIs and on-chain data structures
- Skilled with tools such as Power BI, Tableau, Looker, and Dune Analytics
- Experienced in market microstructure analysis, wallet tracing, and behavioral modeling
- Fluent in English and Mandarin, capable of producing professional reports in both languages