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Resume Examples

Data Analyst Resume Examples, Skills and ATS Keywords for 2026

Build a data analyst resume with ATS-friendly SQL, dashboard, BI, data quality, work experience bullet examples, summary examples, and keyword guidance.

Role overview

A strong data analyst resume should prove that the candidate can turn messy data into decisions. The page should connect SQL, dashboards, BI tools, data quality checks, stakeholder questions, and measurable business outcomes instead of listing tools without evidence.

Example content

Product Manager

Alex Morgan

Target role: Product Manager

alex@example.com +1 555 0100 New York, NY linkedin.com/in/alexmorgan alexmorgan.com github.com/alexmorgan alexmorgan.com

Professional Summary

Product manager focused on user research, roadmap planning, and measurable launch outcomes. Add verified metrics before submitting.

Professional Experience

Product Manager2022 - Present

Northstar Labs · New York, NY

  • Led cross-functional launch planning for a B2B onboarding flow, improving activation with verified product data.
  • Add verified information here.
Associate Product Manager2020 - 2022

BrightApps · New York, NY

  • Add verified information here.

Projects

Customer Signal DashboardSQL, Looker, Notion

Built a dashboard that connected customer feedback, funnel metrics, and roadmap decisions.

  • Add verified information here.

Education

B.A. Business Analytics2016 - 2020

University of Example · Boston, MA

Add verified information here.

Core Skills

Technical skills
SQLAnalyticsRoadmaps
Soft skills
Stakeholder managementWriting
Tools
JiraLookerFigma

Certifications

Add verified information here.

Languages

Add verified information here.

Awards

Add verified information here.

Volunteer

Add verified information here.

Custom Section

Add verified information here.

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Summary example

Data Analyst with experience in SQL, dashboard, BI. Builds clear outcomes from verified context, tools, and [add metric], aligned to the target role and local resume expectations.

Work Experience bullet examples

  • Improved SQL by using [add tool] to solve [add business problem], resulting in [add metric].
  • Partnered with [team/stakeholder] to deliver dashboard within [verify date] and documented the outcome.
  • Built a repeatable workflow for BI and reduced manual effort by [add metric].

Recommended structure

  • Professional Summary
  • Professional Experience
  • Projects
  • Education
  • Core Skills

Skill keywords

Data AnalystSQLdashboardBIdata qualitysegmentationforecastinginsightsCore SkillsProfessional ExperienceATS

Common mistakes

  • No interview, job offer, visa, salary, or hiring outcome is guaranteed.
  • Common mistakes: Add verified information here.
  • Skill keywords: Data Analyst, SQL, dashboard, BI, data quality

Mock Interview

  1. Data Analyst: Self-introduction
  2. Data Analyst: Professional questions - SQL?
  3. Data Analyst: Behavioral questions - describe a difficult stakeholder or deadline.
  4. Data Analyst: STAR answer framework

Cover letter tips

  • Data Analyst: mention the target company only if the user supplied it.
  • Skill keywords: SQL, dashboard, BI.
  • Use one verified achievement and replace unsupported numbers with [add metric].
  • No interview, job offer, visa, salary, or hiring outcome is guaranteed.

Best for

  • Data Analyst
  • Professional
  • ATS-friendly

How to write a data analyst resume

A data analyst resume should answer three questions quickly: what data the candidate worked with, which tools they used, and what decision or business result changed because of their analysis. Recruiters usually scan for SQL, dashboards, data cleaning, BI reporting, stakeholder communication, and measurable results.

  • Use a summary that names the analyst level, business domain, SQL or BI tools, and one measurable outcome.
  • Write experience bullets with context, dataset or workflow, tool, action, and result.
  • Group technical skills into analytics, databases, visualisation, statistics, and business tools.
  • Only add keywords that are supported by real projects, reports, dashboards, or analysis work.

Recommended tool

Open the AI Resume Builder and adapt this page to your real experience.

Create my resume freeATS CheckFree AI Cover Letter Generator

Related pages

Resume TemplatesResume ExamplesMock InterviewCareer GuidesResume Format

FAQ

Data Analyst: Recommended structure?

Use this guide as a starting point, then adapt it to your verified background, target country, and job description. Professional Summary, Professional Experience, Core Skills.

Data Analyst: Common mistakes?

No interview, job offer, visa, salary, or hiring outcome is guaranteed. Common mistakes: Add verified information here. Skill keywords: Data Analyst, SQL, dashboard, BI, data quality

Data Analyst: Recommended tool?

Open the AI Resume Builder and adapt this page to your real experience.

What skills should a data analyst resume include?

A data analyst resume should include supported skills such as SQL, dashboards, BI tools, data cleaning, reporting, stakeholder communication, and measurable analysis outcomes.

How do I write data analyst resume bullets?

Use a problem, dataset or workflow, tool, action, and result. Avoid saying responsible for analysis without naming what changed because of the analysis.