Articles · 6 min read
What actually happens to your resume after you hit apply
The most-quoted number in this industry has no source I can find. Here is what is actually going on.
Before anything useful, the thing I am not going to tell you.
You will have read that some large share of resumes, three quarters or seven in ten depending on who is selling, are thrown out by software before a human ever sees them. I have gone looking for the source of that figure more than once. It is quoted everywhere and attributed nowhere I can check. So I am not going to repeat it to you, and you should be mildly suspicious of anyone who does, because it is almost always the opening line of something being sold.
What the systems actually do
An applicant tracking system is, for the most part, a database with a search box. It ingests your file, tries to parse it into fields (name, employers, dates, titles, skills) and stores the result so that a recruiter can search across everyone who applied.
Which means the thing filtering you out is usually not a robot making a decision. It is a person typing a query into that search box and getting back a list you are not on. That is a better problem to have, because it is one you can actually do something about.
So the advice is the same either way
- Use the posting's own words. If it says "stakeholder management" and your resume says "working with clients", a search for the first will not surface the second. This is not keyword stuffing: it is answering in the language the question was asked in.
- Put the target job title near the top, in plain text. If the posting is for a Data Analyst and your resume says Business Intelligence Specialist, add the target title to your summary line. You are not lying; you are being findable.
- Keep the structure boring. Tables, text boxes, multi-column layouts and anything in the page header or footer are where parsers lose things. A two-column resume that looks sharp to you can arrive with the right-hand column missing.
- One file format, and let it be an ordinary PDF exported from an ordinary word processor. Not a scan, not an image, not a design-tool export with the text converted to outlines.
- Spell out the acronym and give the acronym. Someone searching "CPA" and someone searching "Chartered Professional Accountant" should both find you.
A test you can run in five minutes
Open your resume PDF, select all, copy, and paste it into a blank document. What comes back is roughly what a parser gets. If the order is scrambled, if whole sections vanish, or if your job titles have merged into the dates, that is not a rendering quirk you can ignore: that is what was filed about you.
Most people who run this test for the first time are surprised. It is the cheapest diagnostic in the whole process and almost nobody does it.
If your experience is from another country
The parsing problem gets a second layer. Job titles do not translate cleanly between markets, credentials have different names, and a resume written to one country's conventions can read as unfamiliar in another, not worse, just harder to place quickly. The fix is not to hide where you worked. It is to describe what you did in the vocabulary the postings in your target market use, which is a translation job rather than a rewrite of the truth.