Resume keywords: match the job without keyword stuffing

Build a small evidence map

Make three columns: requirement, your evidence, and where it belongs. For SQL, the evidence could be a reporting project; put it in Skills and describe the project in Experience. For stakeholder communication, use a presentation or coordination example. Leave unsupported requirements out of the resume rather than copying the entire posting.

Keep wording recognizable

Use the employer terminology when it accurately matches your work. Spell out uncommon acronyms on first use. Administrative keywords might include calendar management, expense processing, and records management; engineering terms should be tied to specific tests, designs, or tools. A keyword without context can be ambiguous.

Write for a human reader

Weak: SQL SQL SQL data SQL reporting. Stronger: Built weekly SQL reports and added validation checks before dashboard publication. The second version tells the reader what happened. Do not place keywords in white text, metadata, or unrelated sections. Review the document aloud and remove repeated phrases that add no information.

Use the checker as a prompt

The local checker compares sampled words and checks basic writing signals. It is not the employer ATS, does not know the recruiter criteria, and cannot predict selection. Review any missing term and add it only if it accurately describes your experience. Follow application instructions even when they differ from a generic checklist.

Sources and further reading

These independent resources provide general context. Resumv's wording and fictional examples are original teaching material, not quotations or an endorsement by these organizations.

• CareerOneStop: resume formatting
• CareerOneStop: work experience
• CareerOneStop: education