Will a machine read your CV first? How to survive ATS screening
How applicant tracking systems parse a CV, why two-column layouts get scrambled, and how to format so a parser reads you correctly.
What an ATS actually does
An applicant tracking system reads your file and tries to sort it into fields: name, employer, dates, skills. If it cannot work out where a job title ends and a company begins, it stores nothing useful and the recruiter searching for your skill never finds you. The CV was never rejected. It was never found.
Why two columns are risky
Many parsers read a page left to right, line by line, ignoring visual columns. A sidebar layout can interleave your skills list into the middle of your job history. It still looks perfect to a human opening the PDF, which is why the problem goes unnoticed. Use a two-column design when you know a person opens your file first — a small employer, a direct email, a referral.
Formatting that survives
One column. Standard section headings the parser expects: Work Experience, Education, Skills. Real text rather than text inside an image. Dates in a consistent format. Skills as a plain comma-separated list rather than a graphic showing five stars out of five, which parses as nothing at all.
Matching the advert
Parsers match on keywords from the job description. If the advert says "quality assurance" and your CV only says "QA", you may not match. Mirror the advert's own vocabulary where it is honestly true of you — this is tailoring, not lying, and it is the single highest-return edit you can make.