Technology

Data Analyst Resume Example

Data analysts transform raw data into actionable business insights. A strong resume showcases analytical tools proficiency, statistical methods, and the business impact of data-driven recommendations.

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Key Skills for Data Analyst

SQLPythonTableau/Power BIExcelStatistical AnalysisData VisualizationETL PipelinesA/B TestingRGoogle AnalyticsData ModelingMachine Learning basics

Strong vs. Weak Bullet Points

Weak

Created reports and dashboards for the team

Strong

Designed 15+ interactive Tableau dashboards tracking $50M revenue pipeline, adopted by 4 departments as primary decision-making tool

Weak

Analyzed data to find trends

Strong

Identified seasonal demand patterns through time-series analysis of 3 years of sales data, enabling inventory optimization that saved $420K annually

Weak

Helped improve marketing campaigns

Strong

Built predictive customer segmentation model using Python and scikit-learn, increasing email campaign ROI by 62%

Writing Tips for Data Analyst Resumes

Highlight tools AND business outcomes — 'Built dashboard in Tableau' is incomplete without the decision it enabled

Quantify everything: dollars saved, percentage improvements, records processed, stakeholders served

Show your SQL proficiency — it's the most requested skill. Mention complex queries, optimization, CTEs

Include a Projects section if you have Kaggle competitions, open-source analysis, or personal data projects

Mention data governance, quality assurance, or documentation skills — they signal maturity

ATS Keywords

Include these keywords to pass Applicant Tracking Systems

data analysisbusiness intelligenceSQL queriesdata visualizationstatistical modelingETLreportingKPI trackingPythondata-driven decisions

Data Analyst Resume FAQ

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