Technology

Data Analyst resume example

Analysts are hired to answer questions, so each bullet should name the question, the tool and the answer’s effect. This example balances technical skills (SQL, Python, dashboards) with the communication that turns a chart into a decision.

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Data Analyst resume summary example

Data analyst with 4 years of experience in retail and logistics. I build the dashboards leadership actually uses and dig into the numbers behind them — my markdown analysis at Harlow & Co. recovered $860K in margin in one season. Fluent in SQL, Python and Power BI.

Notice the pattern: title and years of experience, then the strongest result with a number. See more in resume summary examples.

Experience bullet examples for a data analyst

  • Built a markdown-optimisation analysis in SQL and Python that recovered $860K of seasonal margin
  • Designed 14 Power BI dashboards used weekly by 120 store and regional managers
  • Automated inventory reconciliation, cutting a 2-day monthly process to 20 minutes
  • Partnered with merchandising to define a single source of truth for sell-through, ending conflicting reports
  • Analysed route data for 900 daily shipments and identified consolidation savings of $210K a year
  • Cleaned and modelled carrier performance data, improving on-time reporting accuracy from 82% to 99%

Each bullet starts with an action verb and ends with a result. That is what separates an achievement from a job description.

Skills for a data analyst resume

SQLPython (pandas)Power BITableauExcel (Power Query, pivot tables)Data modellingGoogle AnalyticsStatisticsStakeholder reporting

Keywords that appear in data analyst job postings

Applicant tracking systems match your resume against the posting. These terms recur in real data analyst listings — use the ones that are true for you, in the posting’s own wording.

SQLExcelTableauPower BIdata visualizationreportingdashboardsdata cleaningPythonKPIstrend analysisstakeholders

Paste a specific job description into the ATS resume checker to see exactly what your resume is missing.

Tips for writing a data analyst resume

  1. Lead with the outcome of an analysis, then the method: "recovered $860K margin by…" beats "used SQL to analyse…".
  2. List the BI tool by name — recruiters filter on Power BI, Tableau or Looker specifically.
  3. If you are moving into analytics, a small public dashboard or notebook can stand in for job experience.

Questions

What skills should I put on a data analyst resume?

List the specific skills the job posting asks for that you genuinely have. For data analyst roles, common ones include SQL, Python (pandas), Power BI, Tableau, Excel (Power Query, pivot tables), Data modelling, Google Analytics, Statistics.

How long should a data analyst resume be?

One page for most candidates. Two pages only if you have many years of directly relevant experience and every line earns its place.

Can I use this data analyst resume example for free?

Yes. Open it in the builder, replace the details with your own, pick any of 137 templates and download it as PDF or Word — free, with no watermark and no account.

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