Writing a CV That Works for Both ATS and Human Recruiters
Optimising your CV for ATS is not the same as optimising it for a human recruiter. ATS wants keywords and clean structure. Humans want narrative, achievements, and evidence of impact. The challenge is writing one document that satisfies both.
This is entirely possible. Here is how.
The Two-Audience Problem
When you submit a CV to a large employer, it typically passes through ATS before reaching a recruiter. The ATS assesses keyword match and formatting. If it passes, a human then evaluates it — and that human is assessing very different things: is this person credible? Do their achievements stand out? Would I want to interview them?
A CV that is keyword-stuffed to impress ATS often reads terribly to a human. A beautifully written CV that is poorly matched to the job description fails ATS and never reaches the human. You need both.
Structure for ATS, Write for Humans
The formatting choices you make serve ATS: clean single-column layout, standard section headings, consistent date formats. These decisions are essentially invisible to a human reader — a clean CV reads fine to humans too.
The writing in your CV serves the human reviewer. Your personal statement, experience bullet points, and how you describe your achievements are all human-facing. Write them to be compelling and specific.
The good news is that genuinely tailored content — experience bullets that accurately describe your relevant achievements using the employer's language — satisfies both audiences simultaneously. ATS finds the keywords. The recruiter reads evidence of real impact.
Practical Rules for the Dual-Audience CV
Use the employer's language: When you describe your experience using the same terms the employer uses in their job description, you simultaneously match ATS keywords and signal to the recruiter that you understand their world.
Quantify everything: Numbers are one of the most human-compelling elements of a CV and do not hurt ATS performance. "Increased sales by 34%" is both keyword-rich and compelling to a recruiter.
Be specific about tools and technologies: ATS needs to find "Salesforce" to score a match. The human recruiter also wants to know you have used Salesforce, not just that you have "CRM experience." Naming the tool serves both.
Do not write in paragraphs: Bullet points are better for both audiences. ATS parses them more reliably than dense paragraphs, and humans skim them faster.
Avoid jargon that means nothing: Phrases like "results-driven professional" and "dynamic team player" do not contain meaningful keywords for ATS and are ignored by human reviewers. Cut them.
Test Both Dimensions
Before submitting, run an ATS check to confirm your keyword match. Then read your CV out loud — if any bullet point sounds vague or hollow, it will read that way to a recruiter too.
CVCircuit's ATS checker helps you optimise for the ATS layer. Build your CV at CVCircuit and check every application before you submit.
Check your ATS score free at CVCircuit.