Twin CV
Applicant tracking systems reward clarity, not tricks. How to structure your CV, pick real keywords from the job description, phrase honestly and show measurable outcomes.
Before a person reads your CV, software usually handles it first. That sounds like a reason to game the system — but the CVs that do best with applicant tracking systems are simply the clearest ones.
This guide covers what the software actually does, how to structure and word a CV so it is parsed correctly and found, the mistakes that quietly break it, and a checklist you can run in ten minutes before you apply.
An applicant tracking system (ATS) receives applications, extracts the text from each file and organizes it into searchable records: names, job titles, dates, skills. Recruiters then search and filter those records much the way you search your inbox.
When people say a CV was “rejected by the robot”, something less dramatic usually happened: the parser could not extract the information cleanly, or the terms a recruiter searched for never appeared in the text. That points to what actually helps. You are not trying to outsmart a machine — you are trying to be easy to parse and easy to find, and both are within your control.
Parsing software works best on documents that look the way CVs conventionally look. The safest formatting choices are boring on purpose:
None of this makes a CV worse for humans. Clear structure serves both audiences — which is precisely why it is the safest bet.
Generic keyword lists from the internet are written for everyone, which means for no one. The vocabulary that matters for a specific role has already been written down by the person hiring for it: it is in the job description.
Once you understand the searching, stuffing becomes tempting: add every term, inflate every skill. Resist it — not only on principle, but because it fails on its own terms. The ATS is only the first reader. A person follows, an interview follows them, and every exaggeration on the page turns into a question you must survive instead of a story you get to tell.
A useful rule: nothing goes on the CV that you could not discuss comfortably for five minutes. Write what you actually did — “built the reporting dashboards the sales team uses daily” — rather than an abstraction like “data visualization expert”. Specific, honest phrasing tends to contain the right keywords naturally, because it is made of the same words the work itself was made of.
Structure gets you parsed; keywords get you found. What persuades the human who eventually reads the record is evidence of impact. Wherever you can, replace a duty with its outcome:
Never invent figures. An estimated range you can defend — “roughly a third faster” — is worth more than a precise number you cannot.
Everything above is checkable, and it is far easier with feedback in front of you. On the Premium plan, Twin CV's ATS score reviews your CV and shows where structure or phrasing may cause trouble, the job-description matcher compares it with a specific posting, and cover letters are written from your CV for that job. For strict portals, the Plain ATS design gives you one column of real text.
You can start for free: build your CV by chatting in Quick CV, or import the PDF or Word file you already have. Fix the structure once, take the keywords from each posting — and let the score confirm you are ready to send.
Not all, but many do — especially larger companies and anyone hiring at volume through an online application form. If you apply through a portal, assume software will read your CV before a person does.
For strict online portals, a single column is the safest choice, because it keeps the reading order intact when text is extracted. When a person reads your CV first — a referral, an email to a hiring manager — a well-designed layout is fine.
A text-based PDF is read well by most modern systems and keeps your layout intact. If the posting asks for a Word file, send one. The test that matters: can you select and copy the text?
It depends on the country and the employer. Software ignores photos, so a photo never helps with the ATS itself; in some countries CVs usually include one, in others it is discouraged. Follow the norms of the market you are applying in.
From the posting itself: the skills, tools and qualifications it names, especially the ones it repeats or lists as requirements. Use them where they genuinely describe your experience — in your skills section and in your experience bullets.
