Data Analyst Resume Example With SQL and BI Results

Job titles vary (data analyst, business intelligence analyst, reporting analyst), but the work overlaps. O*NET's profile for business intelligence analysts includes generating reports that summarize business data, maintaining dashboards, databases and BI tools, getting information to users on time, and identifying trends with strategic implications. The software it lists includes Microsoft Power BI, Google Looker, Alteryx, Apache Spark, SQL Server Reporting Services, Excel, SAS, SPSS and Snowflake.

That gives you a checklist for the resume: show that you produce reliable reporting, keep it running, and turn it into insight people act on. Most postings want evidence of all three, not only technical skill.

A bullet that says "created dashboards in Tableau" tells the reader nothing about your judgement. Try writing each one as a small case study:

• Question: what did someone need to know? ("Which onboarding steps lose new users?")
• Data and method: what you queried, joined or tested, in a few words.
• Decision or effect: what changed: a launch, a budget shift, hours saved, a metric that moved.

Harvard's career office lists "not demonstrating results" as a top resume mistake and recommends fact-based, quantified writing. Analysts have an advantage here because numbers are your daily material, but make sure each figure is one you can reproduce or explain in an interview, and never share confidential company data.

For junior roles, a portfolio of two or three analyzes on public data can do the work that experience does for senior candidates. Choose projects that resemble the job: a cohort analysis for a subscription company, a demand forecast for retail, a public health dataset for healthcare. Link one repository or notebook in the contact line and add a short projects section. Online certificates are worth listing if they are recent and relevant, but they rarely replace evidence of real analysis. Students can follow the layout of the student resume example.

It is tempting to design a resume that looks like a dashboard. Resist it. Greenhouse lists graphics, tables, headers and footers, and resumes uploaded as images among causes of failed parsing. Charts and skill-level bars do not survive. A single column with standard headings and a text-based PDF is the safe choice, and that is how every free template in the resume builder is built. After editing, run the ATS basics check; the ATS test method page explains what it measures.