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ATS SCORE BENCHMARK: 97/100|Data & AI

The #1 Tech Resume Builder for Data Analysts

Data Analysts transform complex raw datasets into actionable executive insights, business intelligence dashboards, and revenue opportunities. Devpply formats your skills into recruiter-verified STAR bullet points with zero formatting corruption in Workday, Greenhouse, and Lever.

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Keyword Taxonomy

High-Frequency Keywords for Data Analyst

These terms are actively queried by tech recruiters using Boolean filters in Ashby, Lever, and Greenhouse.

SQL (PostgreSQL, BigQuery)TableauPower BIPython (Pandas, Matplotlib)Business IntelligenceData ModelingCohort AnalysisExcel ModelingKPI DashboardsStatistical Reporting

Querying & Modeling

Advanced SQL (Window Functions, CTEs)Data WarehousingData CleansingETL Integration

BI & Reporting

TableauMicrosoft Power BILookerMetabaseExcel VBA
Common ATS Trap for this Role

Listing generic soft skills ("attention to detail") instead of technical SQL syntax and quantified business outcomes.

How Devpply Solves It

Encourages quantifiable dollar impacts, percentage efficiency gains, and exact database querying skills.

Proven STAR Formulas

Recruiter-Ready STAR Bullets for Data Analyst

Formulated using Google's XYZ formula (Accomplished [X], measured by [Y], by doing [Z]). Copy or adapt directly into your resume.

1Executive Revenue Dashboard$1.2M Revenue Leakage Identified

Built automated executive BI dashboard in Tableau connected to BigQuery, consolidating 14 regional sales pipelines and identifying $1.2M in leakages.

Use in Data Analyst Draft
Jake's ATS Single-Column Layout

ATS-Cleared Resume Format for Data Analyst

Strict linear AST hierarchy adapted from Jake's classic single-column layout. Type your rough notes, fill the form, and get your ATS resume in 5 minutes.

jake-classic-layout // 100% ATS COMPLIANT
99.8% PARSER PASS

ALEX RIVERA

123-456-7890 $|$ [email protected] $|$ linkedin.com/in/alex $|$ github.com/alexrivera

EDUCATION
University of California, BerkeleyBerkeley, CA
Bachelor of Science in Computer ScienceAug. 2018 — May 2022
EXPERIENCE
Senior Data AnalystJune 2022 — Present
CloudScale Systems · San Francisco, CA
  • Built automated executive BI dashboard in Tableau connected to BigQuery, consolidating 14 regional sales pipelines and identifying $1.2M in leakages.
PROJECTS
OpenSource Data Analyst Tooling | SQL (PostgreSQL, BigQuery), Tableau, Power BI, Python (Pandas, Matplotlib)2023 — Present
  • Architected scalable production service handling asynchronous workloads with sub-50ms latency
  • Automated CI/CD validation pipeline with unit and end-to-end integration tests for 100% release stability
TECHNICAL SKILLS

Languages & Core: Advanced SQL (Window Functions, CTEs), Data Warehousing, Data Cleansing, ETL Integration

Frameworks & Systems: Tableau, Microsoft Power BI, Looker, Metabase, Excel VBA

Developer Tools: SQL (PostgreSQL, BigQuery), Tableau, Power BI, Python (Pandas, Matplotlib), Business Intelligence, Data Modeling

100% Linear Single-Column AST ExtractionBuild Data Analyst Resume in 5 Min
Expert Guidance

Frequently Asked Questions for Data Analysts

Mention advanced SQL techniques in your bullets: window functions, self-joins, CTEs, and query optimization for billion-row datasets.
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