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What Recruiters Look for in a Resume (And What ATS Scans First)

Recruiters are said to spend about 7 seconds on a resume. The figure comes from a 2018 Ladders eye-tracking test of 30 recruiters, which measured an average of 7.4 seconds on initial review. Before that look happens, the resume usually has to come back in a search of the employer's applicant tracking system.

Most advice is aimed at the human reviewer: design, narrative, word choice. That matters, but only after a recruiter has found the resume. There are two screens, the search and the human look, and they reward different things. An ATS resume checker shows how you do on the first one before you apply.

~7 sec

average time a recruiter spends on initial resume review

Source: Ladders eye-tracking study, 2018 (n=30)

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Screen One: What the ATS Parses and What Recruiters Search For

An online application usually goes into an applicant tracking system, where recruiters search the stored text by keyword, title and qualification, so a resume that does not use the posting's terms is less likely to come back. How that parsing and searching works, and how to format for it, is covered in how to pass ATS.

What a recruiter searches for depends on the role. Terraform appears in 62.7% of DevOps & SRE postings and 13.2% of Software Engineer postings, so the same word is a core requirement in one search and a rare one in another. The same-term comparison across roles lists the others.

For one role at a time, the keyword counts come from real postings: software engineer, product manager, account executive, marketing, DevOps and SRE, cybersecurity and accountant.

Screen Two: What Recruiters Look for in Those First 7 Seconds

In a 2018 eye-tracking test of 30 recruiters, Ladders Inc. measured an average of 7.4 seconds on initial review, with attention going mostly to a handful of fields. That is one small study, not a rule for every recruiter. The fields below are the ones a quick first look can check, in whatever order a particular reader takes them.

The 7-second scan pattern

  1. Name and current title

    Whether your current or most recent title is recognizably relevant to the role being filled.

  2. Most recent company

    The company names on the page. A name the reader recognizes can make your context quicker to grasp; with an unfamiliar one, more of that work falls to your bullet points.

  3. Dates and career continuity

    Gaps and tenure are visible at a glance. A reader may wonder about short stints or an unexplained gap, so a line of context helps where there is one.

  4. Education

    Often only glanced at in a first look, unless the role has a specific degree or license requirement.

  5. Whether achievements are quantified

    A bullet with a number, such as a percentage, an amount or a headcount, tells a quick reader more than one that starts with "Responsible for".

What Recruiters Evaluate If You Pass the Initial Scan

If your resume clears the first 7 seconds, a recruiter reads more carefully, building a picture of fit. These are questions a careful reader is likely to ask:

Does this person actually do the job we need?

Not just a related job but the specific one: a reader compares scope and seniority, not only the job family.

Are the achievements believable and specific?

"Increased revenue by 40%" is memorable. "Contributed to revenue growth" is not.

Is there a logical career narrative?

Each role should feel like a natural next step. Lateral moves or pivots need brief context.

Are the skills current?

Tools from a decade ago with no recent equivalent can suggest someone who has not kept up.

How is the writing quality?

Typos, awkward phrasing and inconsistent tense can read as low attention to detail.

Would I want to present this person to a hiring manager?

A recruiter who passes a candidate on is vouching for them, so the resume has to make that easy.

If the resume clears the search and the first look and still draws no replies, the cause is usually one of the recruiter-stage reasons in why a resume that passes ATS gets no interviews.

A Common Mistake: Writing Only for the Human Reader

A common mistake is writing for the human reader only: a narrative summary, creative section titles, a striking layout. These appeal to a person and can make the resume harder to parse and to find in a search.

Start with what the search needs (the posting's terms, clean formatting, standard headers), then add what a person responds to (quantified achievements, clear progression, confident language). The two do not conflict, but wording comes first, because a recruiter only reads the resumes their search returns.

How to Optimize for Both

  1. Mirror the exact language of the job description, no synonyms

  2. Use standard section headers: Experience, Education, Skills

  3. Single-column format: no tables, columns, or text boxes

  4. Lead each bullet point with a strong action verb

  5. Put a number in every bullet where you honestly have one

  6. Include a professional summary that mirrors the job title and top 3 skills

  7. Spell out acronyms once: "Kubernetes (K8s)" captures both variants

  8. Check your ATS match score before submitting, not after

Frequently Asked Questions

What do recruiters look for first on a resume?+

Where recruiters search their applicant tracking system by keyword, a resume that does not use the posting's language may never appear in the results they review. When a recruiter does open one, the best-known measurement is a 2018 Ladders eye-tracking test of 30 recruiters: an average of 7.4 seconds on initial review, most of it on the job title, current company, most recent role and dates.

What makes a resume stand out to a recruiter?+

Resumes that mirror the language of the job posting, lead with a clear professional summary, quantify achievements with specific numbers, and show a readable career progression. A clean single-column layout is the safest for parsing. Strong action verbs with measurable outcomes tell a reader more than phrases like "responsible for".

How long do recruiters spend looking at a resume?+

In a 2018 Ladders eye-tracking test of 30 recruiters, the average initial review lasted 7.4 seconds, with attention on the job title, current company, most recent role and dates, and education. It is one small study, not a rule for every recruiter, but it suggests those fields decide whether a resume gets a closer read.

Do recruiters care about resume design and formatting?+

For parsing, heavy design is a risk: two-column layouts, tables, text boxes and custom fonts can scramble or drop text when a system extracts it. For human reviewers, clean and readable beats creative, and the content matters more than the decoration.

What are the biggest resume mistakes recruiters see?+

Common ones: a generic resume sent to every application, bullets that describe responsibilities instead of outcomes, missing the posting's own terms, unexplained employment gaps, and formatting a parser cannot read. The fix within your control on every application is tailoring the resume's language to the specific posting.

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What Recruiters Look for in a Resume, and What ATS Scans