How to Beat the ATS: Résumé Keyword Matching That Actually Works
What an applicant-tracking system really scans for: and how to match it without faking it
Written by Ron Kloth, Founder of NomadJobPass.
Quick answer: An applicant-tracking system (ATS) scans your résumé for the literal terms in the job posting, specific skills, tools, and requirements. To match it: pull the concrete keywords out of the posting, and make sure the ones that are genuinely true of you appear on your résumé, in the posting's own wording. Don't stuff keywords you can't back up. That just gets you into an interview you'll lose.
What is an applicant-tracking system and how does it filter résumés?
An applicant-tracking system is the software most companies use to receive and filter applications. When you hit "apply," your résumé usually lands in an ATS first, not in front of a person. Recruiters then search and filter that pile by keyword, the same way you'd search your inbox.
For remote and international roles this matters even more, because a single work-from-anywhere posting can pull hundreds or thousands of applicants. The keyword filter is how that pile gets cut down before a human reads anything. From my years of hiring and reviewing thousands of résumés, I've seen strong candidates disappear entirely because they didn't match the ATS search terms, not because their experience was weak, but because they used different terminology for what they genuinely had done.
How does keyword matching actually work in an ATS?
Two things worth being clear about, because a lot of advice gets them wrong:
- It's literal, not clever. An ATS looks for the actual strings of text. If the posting says "Kubernetes" and your résumé says "container orchestration," a keyword search for "Kubernetes" won't find you. Use the posting's own words for the things that are true of you.
- A human still reads the survivors. Passing the keyword filter gets you seen, not hired. Once a recruiter opens your résumé, you're back to the six-second scan, so the keywords have to sit inside real, readable accomplishments, not a dumped list.
The Keyword Matching Strategy: From Posting to Résumé
| Element | What to Look For | How to Add It Honestly |
|---|---|---|
| Hard skills | "Salesforce," "SQL," "Figma" | Use exact terms if genuinely true of your experience |
| Certifications | "PMP," "SOC 2," "CPA" | List only certifications you actually hold |
| Methods/domains | "B2B SaaS," "demand generation" | Include if your work involved this domain |
| Repeated terms | Any phrase appearing 2+ times | Prioritize, signals what hiring manager cares about |
| Generic filler | "Team player," "hard worker" | Skip unless the posting defines a specific form of it |
Where do I find the right keywords to add to my résumé?
The keywords aren't hidden, they're usually in the requirements and responsibilities. Look for:
- Hard skills and tools named specifically: "Salesforce", "SQL", "Figma", "Google Ads"
- Certifications and standards: "PMP", "SOC 2", "CPA"
- Methods and domains: "B2B SaaS", "demand generation", "incident response"
- Terms the posting repeats: repetition signals what they actually care about
Skip the generic filler ("team player", "hard worker") unless the posting names a specific, checkable form of it. Those aren't what a recruiter searches for. From analyzing job postings across thousands of remote roles, I've found that the three most-repeated keywords in a posting are almost always the ones that matter most to the hiring decision.
How do I add keywords honestly without fabricating experience?
Here's the line that matters: add a keyword only if it's genuinely true of you.
If the posting wants "stakeholder management" and you've done it but called it "working with clients," change your wording to match. That's honest and smart. If it wants five years of Python and you've never written Python, leaving it off isn't the problem. Putting it on is. A keyword you can't speak to in an interview doesn't help you pass the filter. It just moves the failure one step later, to a conversation where it's more expensive.
"Keyword padding is transparent in an interview. I've rejected strong candidates because they oversold technologies they didn't actually know. The fifteen-minute interview proves what the résumé claims. Adding keywords you can't defend is career-damaging, not career-advancing.", Ron Kloth, Founder of NomadJobPass, after 1,000+ résumé reviews.
This is the whole reason NomadJobPass shows you an ATS keyword match with every prep: it lists the posting's terms your résumé is missing, so you can add the ones that are real, and it never adds them for you. Do not invent keywords that do not apply to you.
What's the best file format and layout to survive an ATS parser?
Even the right keywords fail if the parser can't read your file. Keep it simple:
- Save as .docx or a text-based PDF, not an image or a scan
- Use standard section headings: "Experience", "Skills", "Education"
- Avoid tables, text boxes, columns, and headers/footers for anything important, many parsers scramble them
- Use a common font. Skip graphics and icons for key text
- Put your contact details in the body, not in the header image
If you're applying internationally, match the posting's English variant (US vs UK spelling) and, where relevant, the résumé-vs-CV expectations of the target country.
Sources
This guide's ATS advice draws on university career-services guidance and on how applicant tracking systems parse résumés. Every keyword suggestion below prioritizes honesty over matching percentages.
- MIT Career Development: Make Your Resume ATS-Friendly. Technical guidance on ATS parsing, formatting best practices, and keyword optimization from a leading research institution.
- Penn State IT Career Solutions: Beat Applicant Tracking Systems. Comprehensive strategies for ATS keyword matching and résumé structure.
- University of Illinois Chicago Career Services: How to Beat an Applicant Tracking System. Expert guidance on ATS mechanics and résumé formatting for successful keyword matching.
- University at Buffalo Career Resource Center: Electronic Résumé Standards. Best practices for digital résumé formatting and ATS compatibility.
- University of Pennsylvania Career Services: Targeted Resume Development. Framework for tailoring résumés to specific job postings and ATS requirements.
Last updated September 29, 2026. This guide is reviewed quarterly to reflect ATS parser updates and emerging résumé strategies for remote roles.
Match your résumé to the posting: automatically
Automating keyword matching removes guesswork: paste a job posting, get back ATS keyword score showing which posting terms are already on your résumé and which are gaps. Only add missing terms if genuinely true to your experience. Honesty beats percentage. This is exactly where NomadJobPass saves time while keeping you credible.
NomadJobPass reads the posting, pulls the terms an ATS would scan for, and shows you which ones are already on your résumé and which are missing, so you can add the ones that are genuinely true. Start a prep with any job link.
