An estimated 93% of recruiters now screen CVs with applicant tracking software before a human ever sees them. Here's how to format and word yours so it clears the filter — and still reads well once it lands on a hiring manager's desk.
Why your CV might never reach a human
Applicant tracking systems (ATS) parse your CV into a database, extract keywords and rank you against the job requirements before a recruiter opens the file. Industry surveys put ATS adoption at 93% among recruiters overall, and near-universal among large employers — so if you're applying to a bank, retailer, telecoms group or any sizeable South African employer, software is almost certainly the first reader.
That doesn't mean the system rejects you outright. It means poorly formatted or mismatched CVs sink to the bottom of a ranked list that a recruiter may never scroll past, especially when a single vacancy attracts hundreds of applicants in a market where over 8 million South Africans are currently unemployed.
Format for the machine first, the human second
- Use a single-column layout — tables, text boxes and multi-column designs often get scrambled or dropped entirely when parsed.
- Stick to standard section headings the software recognises: "Work Experience," "Education," "Skills" — not creative alternatives like "My Journey."
- Keep contact details in the main body of the document, not in a header or footer — some parsers skip those sections completely.
- Avoid photos, icons and graphical skill-bars — they add nothing for the parser and can push real content out of a scanned area.
- Save and submit in the file format the advert asks for; when it isn't specified, a simple .docx or PDF built from text (not a scanned image) is safest.
Match the exact language of the job advert
ATS ranking is largely keyword-matching. If the advert asks for a "Project Management Professional (PMP)" and your CV only says "managed projects," you may rank lower even if you're qualified. Mirror the exact phrasing used in the vacancy — including both the acronym and the full term where relevant (e.g. "SARS efiling" and "South African Revenue Service e-filing") — so the system matches you on every variant a recruiter might search for.
Once you're through, write for the human
A CV that only pleases software won't get you hired. Once past the initial filter, recruiters spend an average of just a few seconds on a first read, so your top third of page one (a short profile summary, your most recent role and its measurable results) needs to sell you immediately. Use quantified bullet points — "Reduced stock losses by 12% over six months" beats "Responsible for stock control."
Key takeaways
- Assume software reads your CV first — format simply and avoid tables, images and headers/footers.
- Copy the exact keywords and qualification names used in the job advert.
- Keep the top third of page one focused on your most recent, most quantifiable achievements.
