Data Analyst Resume Sample
· Keith Kwai
A Data Analyst resume in Singapore has to speak two languages simultaneously: the technical (SQL, Python, Tableau) and the commercial (what the analysis actually changed). This sample shows how to balance both so you get past the ATS and into the conversation.
What This Resume Gets Right
Tools Named, Not Implied
Hiring managers in Singapore’s banking, e-commerce, and healthcare sectors are looking for specific tools, not vague claims of “strong analytical skills.” This resume names everything and ties each tool to a real use case.
- SQL: query optimisation, database joins, stored procedures
- Python: pandas, NumPy, scikit-learn for modelling and automation
- Tableau and Power BI: dashboard builds with named stakeholder audiences
- Excel: pivot tables, VBA, advanced formulas — still expected in most Singapore roles
Business Outcomes, Not Just Technical Tasks
Every data task exists to inform a decision. This resume shows the decision, not just the task. “Built a churn prediction model” becomes “built a churn prediction model that reduced customer attrition by 12% over two quarters.”
- Revenue impact quantified where the analysis influenced commercial decisions
- Time savings stated when automation replaced manual reporting
- Stakeholder scope named — C-suite dashboards carry more weight than team-level ones
Data Governance and Quality
Singapore’s PDPA requirements and sector-specific data regulations (MAS, MOH) make data governance increasingly visible in job descriptions. This resume addresses it without making it the whole story.
- Data pipeline ownership and quality assurance framed as risk management
- PDPA-aligned data handling practices noted where relevant
- Cross-functional data standardisation projects called out as leadership signals
Key Skills to Highlight
- SQL (MySQL, PostgreSQL, BigQuery)
- Python (pandas, NumPy, scikit-learn, Matplotlib)
- Tableau, Power BI, Looker
- Excel (advanced, VBA)
- Machine learning fundamentals
- Data pipeline management (ETL, dbt)
- Statistical analysis and A/B testing
- PDPA compliance awareness
Frequently Asked Questions
Should a Data Analyst resume include a portfolio link?
Yes, if the work is shareable. A GitHub link with clean, commented notebooks adds credibility that no resume bullet can match. Keep it current — a repo last updated two years ago works against you.
How do I show progression from Junior to Senior Data Analyst?
Scope and ownership. Junior roles involve executing analyses. Senior roles involve defining the question, owning the methodology, and presenting conclusions to decision-makers. Make that distinction visible at each level on your resume.
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