How to find the right resume keywords for a job advert

Most advice about resume keywords treats the job advert as a bag of words to sprinkle through the document. That produces resumes that mention SQL four times and never demonstrate it. The useful version of this exercise takes fifteen minutes and answers a different question: what would a recruiter type into the search box to find someone like me?

Step 1: split the advert into three buckets

Read the advert twice. On the second pass, mark every requirement into one of three groups: hard requirements (a tool, a certification, a licence, a language), soft requirements (stakeholder management, autonomy, mentoring) and context (team size, industry, product type).

Hard requirements are the highest-value keywords because they are unambiguous and searchable. Soft requirements are second: they are usually phrased in a house style, and matching that phrasing helps. Context is mostly for interview prep.

Step 2: extract the phrases, not the words

Recruiters search phrases. "Power BI" is a phrase. "Reporting" is a word that appears in eight different contexts. Pull multi-word phrases wherever the advert uses them, including the tool vendors and methodology names.

• Tools and platforms: exact vendor names as written.
• Methodologies: Agile, Scrum, Kanban, Lean Six Sigma, ITIL.
• Compliance and regulation: GDPR, SOX, HIPAA, FCA.
• Role-specific verbs the advert repeats — if they say "own the roadmap" three times, that is their language.
• Certifications and licences, including acronym and full name once each.

Step 3: mark each phrase as proven, adjacent or absent

"Proven" means you can point to a specific role, project or outcome. "Adjacent" means you have done something meaningfully similar. "Absent" means you have not done it.

Proven phrases go into your skills section and into at least one bullet with a result. Adjacent phrases go only into a bullet, honestly framed ("built the reporting layer in Looker after migrating from Excel"), never into the skills list. Absent phrases stay out of the document.

A keyword you cannot defend is a liability that matures at the interview.

Step 4: place them where a search will find them

Search hits come from fields, so the same phrase in three places does more work than three synonyms in one place. Put hard skills in the skills section, repeat the most important ones inside the bullet where you used them, and make sure job titles match the advert when the meaning is the same.

Do not repeat a keyword more than twice in the body. Beyond that it stops reading like a resume and starts reading like a submission to a search engine, and a human will notice.

Step 5: check it against more than one advert

If you are applying to several similar roles, run steps 1 to 3 across three adverts at once. The phrases that appear in all three are the ones worth building your resume around; the ones that appear once are tailoring. This is also how you find the words that name your actual job — the vocabulary you should use on LinkedIn and in your headline.

Common mistakes

• Matching job titles that are not equivalent. "Marketing Manager" and "Growth Manager" are often different jobs with different filters.
• Listing skills you have used once, years ago, at a basic level, as if they were current.
• Copying the advert's sentence structure into bullets. Mirror vocabulary; write your own sentences with your own outcomes.
• Ignoring soft-skill language entirely. Many adverts screen on phrases like "stakeholder management" precisely because they appear in the job description.