How to tailor your résumé without lying

Tailoring a résumé means describing work you really did in the employer's words. Anything more is a claim you'll have to back up in the interview, in a background check or, on a federal application, under a signed certification.

If you're applying for civilian jobs, you've probably heard two things about the software that reads your résumé first. One is that it throws most résumés away before a person sees them. The other is that the fix is to load yours with keywords from the posting. The government and vendor sources checked for this guide do not support the first claim. The second can get you into trouble if the keywords describe work you never did.

Here is what the official sources do say. Many employers use an applicant tracking system, or ATS, to collect, sort and track applications. The employer gives the system the job's requirements and keywords. The Labor Department (DOL) warns that a scan may screen out qualified people who didn't use those keywords, or who described the same work in similar but different words. So wording matters.

That makes tailoring a job of translation, not invention.

What an ATS does with your application

CareerOneStop, a career site sponsored by the Labor Department, says applicant tracking systems have become so common that all of its résumé advice assumes one. DOL says many employers use one, and that some use AI, to varying degrees, to sort large numbers of applications. Neither gives a number.

Systems such as Greenhouse and Oracle's recruiting software parse an uploaded résumé and fill in fields from it. In one Oracle application flow, résumé data fills in a new candidate's application form. Many systems also have you paste your résumé into their own form, section by section.

What happens next is up to the employer. DOL says an application with few of the employer's keywords may not move on to the people doing the hiring. CareerOneStop says a system can be set to filter out résumés that lack essential criteria, such as a software skill, an education credential or years of management experience. It also says that if you meet the requirements, a recruiter, HR staff member or hiring manager will see your résumé.

The "75% rejected" figure has no source

You'll see it on plenty of career sites: 75% of résumés are rejected by software before a person ever reads them. We looked for the source of figures like this in government guidance, ATS vendor documents and research. None of them measures how many résumés software rejects, and no official source even gives a share of employers that screen automatically.

What vendors' own documents show is narrower, and more useful.

Rules on screening questions. Greenhouse lets an employer attach rules to application questions that reject a candidate and can email them, for example when an answer doesn't meet a license or location requirement. Its support page, updated March 2, 2026, lists this Auto-Reject rule for its Plus and Pro subscription tiers. Oracle's Taleo and SAP's SuccessFactors document the same kind of disqualifying question.

Scores on your answers. SuccessFactors can weight and score answers to the employer's questions and disqualify anyone below a "Required Score" the employer sets. Taleo can weight answers too. It marks candidates who meet every required item as "minimally qualified," and those who also meet some preferred items as "ACE" candidates to consider first.

AI grades and labels. Workday's recruiting privacy statement, effective June 3, 2026, covers Workday's hiring for its own jobs. An AI tool pulls skills, experience, location and education from applications and suggests a grade: the candidate exceeds, meets, or doesn't meet some or all of the basic qualifications. Workday says the grade is, as a general rule, one of several factors, and its hiring managers and recruiters are involved in the final decisions. The same section says that when applications run very high, not every résumé can be read by a person during the first sift.

Greenhouse's Talent Matching, documented February 2, 2026, is an optional add-on. It labels each assessed candidate a Strong, Good, Partial or Limited Match, using skills, job titles, years of experience, employers and dates pulled from the résumé. Greenhouse says it doesn't advance or reject anyone automatically.

No public source says how many employers turn any of these features on. Greenhouse's January 2025 article for job seekers said that, by and large, people review its customers' applications one by one, in the order received. The same article said some companies use AI to score and auto-reject applications without human input, without naming them or saying how many.

Two things follow for you. None of these documents describes a keyword-match percentage you have to hit. The score cutoffs in them apply only to answers to the employer's questions, and Workday's grades are words. And because Greenhouse's matching pulls job titles, employers and dates straight from your résumé, and Workday's tool pulls your skills, experience, location and education, those details need to be accurate and easy to read in every copy you send.

Sort the posting before you change a word

Start with the posting, not your résumé. DOL's workshop guide calls analyzing the posting and using it to target your résumé the best way to improve your chances of moving forward. CareerOneStop's veteran pages name the first job of that analysis: checking that you qualify at all.

Read the label on each line. DOL says that if a posting lists a certification, license, degree or experience as required and you don't have it, you might be wasting your time. But "preferred" means you can and should still apply without that item, as long as you meet the other mandatory requirements. CareerOneStop's advice for veterans says the same.

Don't trust the section headings. DOL's own sample posting lists a bachelor's degree and 5 years of Microsoft Office, both marked "(Preferred)," under the heading "Minimum Qualifications." The software draws the same line: Oracle's Taleo documentation tells employers to treat a required item as a minimum requirement and an "asset" item as strongly preferred or nice to have.

Then sort each requirement against your record into one of three groups. The labels are ours, built on DOL's method of listing the posting's keywords and requirements next to your own qualifications, which leaves any gaps in plain view.

Proven means your record shows you did it: the same work, perhaps under a different name. Use the posting's words for it.

Adjacent means you did related work, but not quite what the posting names. It might be a different software system, a similar but smaller task, or the same skill used for a different purpose. Describe what you really did, as close to the posting's terms as the truth allows, and stop there.

Missing means you haven't done it. Leave it off. If it's preferred, apply anyway. If it's a required license, degree, certification or amount of experience, no wording can create it.

Use the posting's words for work you really did

CareerOneStop's advice is blunt: use the exact terms from the posting, because any variation from its wording may not be recognized as a qualification. In DOL's worked example, a bullet changes "recruitment" to "talent acquisition" and "data analysis" to "preparing reports and statistical information," because those were the posting's words for the same work. DOL says to repeat that for every job you apply to.

Some systems are more forgiving. Greenhouse said in January 2025 that its search suggests keywords and synonyms to recruiters. But you can't see which system an employer uses or how its recruiters search, so where the posting's exact term is true for you, use it. For an acronym, DOL suggests writing both the long form and the acronym.

Put those terms in your bullets, not only in a skills list. DOL says to add the posting's keywords to your achievement statements. DOL also warns that some systems don't pick up the skills section at all.

Here is where the line falls. The same work in the employer's word is fair; that's what DOL's example does. A named tool, system, license, credential or clearance you haven't held is not, even as one keyword in a skills list. CareerOneStop counts named systems, such as Microsoft Office, among a posting's keywords. Listing one implies you've used it, and DOL's honesty rule covers implying a skill as well as stating it: a skill you claim but don't have will come back to haunt you in the interview or on the job.

Hiding keywords won't help either. CareerOneStop says extra keywords in white type won't trick an ATS, and Greenhouse says you don't need to stuff keywords into an application to show up in its search.

Answer knockout questions exactly

An employer can add its own questions to an online application, and some are built to end it. Job seekers call them knockout questions. Greenhouse's own example: answer "no" when asked whether you can legally work in the country, and the application is rejected. Taleo says a disqualification question holds the job's minimum requirements, and a candidate who answers wrong is disqualified automatically. In each case the employer writes the questions and chooses which answers pass; Greenhouse says recruiters set those filters, not a bot.

That makes the question the most direct place to lie on an application, and the place where rounding up is most tempting. Don't. If a question asks for 5 years of experience and you have 4 years and 8 months, the true answer is no. If it asks whether you hold a certification you'll test for next month, the answer is no. CareerOneStop's rule for application questions is to answer all of them honestly, because false information can be grounds for dismissal.

Answer each question as it's written. If it asks for years doing a kind of work, count the time you actually spent doing that work, and make sure the dates on your résumé back up your answer. If it asks about civilian or industry experience, answer that question, not the one you wish it had asked. No source we found says how a given employer counts military time toward a civilian experience requirement.

A false answer can also surface later. The Federal Trade Commission (FTC) says employers may check your employment history and education. If they use a background check company, they need your written permission first.

On a federal application, you certify your answers

Federal hiring uses the same kind of screening question, with more riding on your answer. Under OPM's Merit Hiring Plan, agencies may use a short eligibility questionnaire for screening. It can ask you to certify, for example, that you're a U.S. citizen or hold a certification the job requires. Since September 30, 2025, agencies can't use self-rating questionnaires to rank applicants. They can still use them as a pass-or-fail check on minimum qualifications and eligibility. OPM lists exceptions to the ranking rule, such as GS-1 to GS-4 and seasonal jobs.

Your résumé can be checked against those answers. OPM's 2022 guide to occupational questionnaires lists, as one verification method, trained HR staff checking that your answers are supported by your résumé, transcripts or application, and says applicants are warned in advance that inaccuracies could disqualify them. It even names the problem: "applicant inflation," choosing the answer that gives you the best chance over the one that's accurate. Subject-matter experts then rate the résumé itself.

The legal stakes are written down. The Declaration for Federal Employment, OPM's form OF-306, asks you to certify that, to the best of your knowledge, everything on it and attached to it, including any application materials, is true, correct, complete and made in good faith. You may get the form at any point in hiring, and if you're selected, you update and recertify your answers and application materials before you're appointed.

The form says a false statement can be grounds for not hiring you, or for firing you after you start. It can also be punished by a fine or imprisonment under 18 U.S.C. 1001. That law covers knowingly and willfully making a materially false statement in a federal matter, with up to 5 years in prison.

OPM can also act on suitability, meaning your fitness for federal employment. Under 5 CFR 731.202, a material, intentional false statement or deception in examination or appointment is one of the factors OPM can weigh. Under 5 CFR 731.204, after an unfavorable suitability decision, OPM can bar a person from competitive-service examination and appointment for up to 3 years.

Federal résumés follow their own rules too. Since September 27, 2025, a résumé on USAJOBS can be no longer than 2 pages, and DOL says a longer one will be disqualified. DOL also says to tailor it to every requirement in the announcement, and USAJOBS says to use the announcement's terms: if the qualifications call for experience with MS Project, the words MS Project should be in your résumé. Some federal applications also require you to certify that your written answers are your own words, with no help from a consultant or AI.

Keep the original, and check every copy

Tailoring works best from a master résumé. DOL describes it as the full record of your work history and what you accomplished in each job, and says it's never sent to an employer. Each targeted copy starts from the master: you remove what doesn't fit this posting and pick out the skills and results that match it. Include unpaid experience in the master too, such as volunteer work.

Then check what the employer's system will see. Send the file type the posting asks for. CareerOneStop says an ATS reads left to right, so use one simple column without tables, text boxes, logos, images or graphics, which a system may scramble. Keep important details out of the header and footer, which some systems can't read. Greenhouse's parser also fails on files over 2.5 MB and letters spaced apart for style, and when a résumé fails to parse there, a recruiter has to type your details in by hand.

Last, if the system fills in its form from your résumé or has you paste it in, read every field before you submit, especially titles, employers and dates. CareerOneStop says to check and fix the formatting of anything you paste.

For turning military records into the bullets you'll tailor, see the military-to-civilian résumé guide.

One example, start to finish

Example (fictional) Andre Whitfield is an Army staff sergeant (E-6) who supervises vehicle maintenance for his company. He's getting out next year. In October 2026 he finds a posting for a fleet maintenance planner at a regional delivery company. His master résumé covers all eight years of his service, and he won't send it anywhere.

Under "Minimum Qualifications" the posting lists three required items: 3 or more years planning or scheduling vehicle maintenance, leading technicians, and Microsoft Excel. A bachelor's degree sits under the same heading, marked "(Preferred)." The company's maintenance software and vendor coordination are listed as preferred. His sort is the table at the top of this page: three proven, two adjacent, one missing. The missing item is preferred, so he applies.

He copies the master into a new file and edits only the matching lines. His scheduling bullet becomes the one in the second graphic. For the software line he writes "Entered work orders and parts requests daily in the Army's electronic maintenance system," the system he used. For repairs he writes "Arranged and tracked repairs sent to a separate Army repair shop," and doesn't call it a vendor. Nothing about a degree goes in.

The application asks four questions. He can't tell which, if any, are knockout questions, and he doesn't need to.

Each answer is true and matches his résumé. June 2023 to October 2026 is 3 years and 4 months of scheduling maintenance, and his résumé shows those dates. His "no" on the software matches a résumé that names the system he did use.

Before he submits, he reads the fields the system filled in from his résumé. His current job's start date came through as 2026 instead of June 2023, so he fixes it. He saves the tailored copy under the company's name and the date, next to the untouched master.

If your résumé is already saved in a free OperationMOS account, the ATS Tailoring tool runs a similar sort: you paste in the posting, it marks each requirement as supported, related or not shown yet, and it changes no wording until you approve it. It takes pasted text, not uploads.

This is general information about how hiring systems and application rules work, not legal advice. The Labor Department's free Employment Workshop participant guide and CareerOneStop's veteran résumé pages cover résumés and applications in more depth.