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ATS & Keywords

CV Keywords: How to Match Your CV to a Job Description

Keywords decide whether your CV reaches a human. Here's a practical, step-by-step guide to finding the right keywords and placing them where they count.

Why Keywords Decide Whether Your CV Gets Read

When you apply for a job at a company that uses an Applicant Tracking System (ATS) — which is most companies above a certain size — your CV is parsed and scored automatically before any human sees it. The core of that scoring process is keyword matching: the ATS extracts keywords from the job description and looks for the same terms in your CV.

Beyond ATS screening, recruiters who search their talent database to fill roles do so using keyword searches. If a recruiter at Goldman Sachs searches for "IFRS" and "SOX" and your CV says "financial reporting standards" and "internal controls", you may not appear in their results even if you have exactly the right experience.

This is why keyword optimisation is not about gaming the system — it's about communicating clearly in the language your industry uses, so the right people can find you.

How to Extract Keywords from a Job Description

You don't need specialist software to find keywords. Here's a reliable manual process:

  1. Start with the "Requirements" and "Essential Skills" sections — these are your highest-priority keywords. Every term listed here as required is something you must demonstrate if you have it.
  2. Look for repetition — if "stakeholder management" appears three times across different sections of the JD, it's extremely important to this employer. Mirror that frequency in your CV.
  3. Note specific tools, platforms, and certifications — "Salesforce", "Epic EMR", "CCRN", "PRINCE2" — these are often required keywords that ATS systems look for as exact matches.
  4. Check the "Preferred / Nice to Have" section — these are bonus keywords. If you have these skills, include them. They can be the difference between two otherwise equally qualified candidates.
  5. Note the company and industry language — a startup might say "wore many hats"; an investment bank says "cross-functional collaboration". Use the register appropriate to the organisation.
Work smarter:

Copy the entire job description into a word frequency counter tool. The terms that appear most often are the ones that matter most. This takes 60 seconds and instantly surfaces the most important keywords you need to address.

Types of Keywords to Find

H
Hard Skill Keywords

Specific technologies, tools, methodologies, and certifications. Examples: Python, Salesforce, CCRN, PRINCE2, Google Analytics, SQL, SAP, AWS Lambda, IFRS, Bloomberg. These are the highest-value keywords for ATS scoring.

S
Soft Skill Keywords

Interpersonal and leadership terms that appear explicitly in the JD. Examples: cross-functional collaboration, stakeholder management, executive communication, change management. Include these only when the JD explicitly uses them.

D
Domain Keywords

The specialist language of the industry or function. Examples: demand generation (marketing), due diligence (finance), patient assessment (healthcare), lesson planning (education), discovery calls (sales). These signal genuine sector knowledge.

A
Action / Responsibility Keywords

Verbs and phrases that describe how work gets done. Examples: "led", "owned", "delivered", "built", "managed a team of", "P&L responsibility", "end-to-end ownership". These signal seniority and scope of responsibility.

Where to Place Keywords in Your CV

Keywords placed in the right sections score higher with ATS systems and read better to human recruiters. Here's a placement hierarchy:

Before and After: Keyword Optimisation in Practice

Example: Marketing Role

JD says: "experience with demand generation and ABM campaigns targeting enterprise accounts"

Before
"Ran marketing campaigns for enterprise clients."
After
"Led ABM demand generation campaigns targeting 200 enterprise accounts, generating $3.2M in influenced pipeline and reducing CPL by 22%."
Example: Software Engineering Role

JD says: "experience with distributed systems and high-availability infrastructure on AWS"

Before
"Worked on backend systems and cloud infrastructure."
After
"Designed and maintained distributed systems on AWS with 99.99% uptime SLA, handling 50M+ daily requests across 12 microservices."

How to Check Your CV Against a Job Description

The most reliable way to assess keyword coverage is to use a dedicated ATS checker tool. CVPilotApp's free ATS checker lets you paste any job description alongside your CV and instantly see:

Running this check takes under two minutes and gives you a clear, actionable list of changes to make before submitting your application.

The Keyword Stuffing Trap

Do not keyword stuff. Inserting keywords randomly, repeating them excessively, or — worst of all — adding them in white text (invisible to humans, technically present for ATS) is counterproductive. Modern ATS platforms are increasingly sophisticated and some explicitly penalise keyword density that looks artificial. More importantly, every CV that passes ATS screening is read by a human. A keyword-stuffed CV fails the human test immediately.

The right approach is to integrate keywords naturally and meaningfully. If a keyword genuinely describes your experience, you should be able to use it in a sentence that also contains a metric or a specific achievement. If you can't construct such a sentence, that's a signal that the keyword may not genuinely apply to your experience.

Test your CV against any job description

CVPilotApp's free ATS checker scores your CV against any job description, shows matched and missing keywords, and tells you exactly what to fix. Takes 60 seconds.

Check My ATS Score Free

Frequently Asked Questions

How many keywords should I match?
Aim to match 70%+ of the required skills and keywords listed in the job description, and 50%+ of the preferred/nice-to-have skills. CVPilotApp's ATS checker grades this automatically, so you don't need to count manually. The most important thing is to ensure you've covered the skills that appear most frequently and are listed as "essential" or "required".
Should I use the exact words from the JD or synonyms?
Exact words where possible. Many ATS systems cannot reliably match synonyms — "demand generation" and "inbound marketing" may not be treated as equivalent. Where a skill has multiple common names (e.g., "paid search" vs "PPC" vs "Google Ads"), try to include all of them if space permits. Use the exact phrasing from the JD as your primary version.
What if I don't have one of the required keywords?
Only add a keyword if it genuinely reflects your experience — never fabricate. However, you can mention adjacent or related skills to signal relevant capability. If the JD says Prometheus (monitoring tool) and you have experience with Datadog, mention both: "Monitoring with Datadog (also familiar with Prometheus architecture)". This shows relevant domain knowledge even without exact keyword match.
Do keywords matter more than achievements?
They serve different purposes at different stages. Keywords get you past ATS screening and into a recruiter's search results — that's the threshold step. Achievements win the interview — they convince a hiring manager you can do the job and do it well. You need both. The best CVs integrate keywords into achievement statements so each bullet does both jobs simultaneously.

Related Guides

Also see: CV examples by roleFree ATS checkerAll CV guides