{"id":547,"date":"2026-10-13T23:49:01","date_gmt":"2026-10-13T23:49:01","guid":{"rendered":"https:\/\/fasthire.com\/blog\/?p=547"},"modified":"2026-10-14T08:03:14","modified_gmt":"2026-10-14T08:03:14","slug":"screen-resumes-must-haves-evidence","status":"publish","type":"post","link":"https:\/\/fasthire.com\/blog\/screen-resumes-must-haves-evidence\/","title":{"rendered":"How to screen resumes against must-haves with evidence"},"content":{"rendered":"<p class=\"wp-block-paragraph\">To screen resumes against must-haves with evidence, write each must-have as something you can see in a CV, then record for every applicant one of three marks (yes, no, unclear) and the exact CV passage behind each yes. A person decides from the evidence. This is slower than a quick scan for the first ten CVs and faster after that, and it is much easier to explain.<\/p>\n\n<div class=\"wp-block-group has-text-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-495e7ac5 wp-block-group-is-layout-constrained\" style=\"color:#20283A;background-color:#F1EFE8;padding-top:1.25rem;padding-right:1.5rem;padding-bottom:1.25rem;padding-left:1.5rem\"><p class=\"wp-block-paragraph\"><strong>Key takeaways<\/strong><\/p><ul class=\"wp-block-list\"><li>A must-have is a skill or fact the person needs on day one. Write it so a reviewer can find proof in the CV.<\/li><li>Use three marks: yes with a quote, no, or unclear. Never guess.<\/li><li>Ask every unclear applicant the same short question before you decide.<\/li><li>Review one criterion at a time across a batch to avoid the halo effect.<\/li><li>People decide. A tool or a sheet only organises the evidence.<\/li><\/ul><\/div>\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/fasthire.com\/blog\/wp-content\/uploads\/2026\/10\/screen-resumes-must-haves-evidence-diagram.png\" alt=\"x\" class=\"wp-image-546\" srcset=\"https:\/\/fasthire.com\/blog\/wp-content\/uploads\/2026\/10\/screen-resumes-must-haves-evidence-diagram.png 1200w, https:\/\/fasthire.com\/blog\/wp-content\/uploads\/2026\/10\/screen-resumes-must-haves-evidence-diagram-300x158.png 300w, https:\/\/fasthire.com\/blog\/wp-content\/uploads\/2026\/10\/screen-resumes-must-haves-evidence-diagram-1024x538.png 1024w, https:\/\/fasthire.com\/blog\/wp-content\/uploads\/2026\/10\/screen-resumes-must-haves-evidence-diagram-768x403.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n<h2 class=\"wp-block-heading\">Why evidence beats impression<\/h2>\n\n<p class=\"wp-block-paragraph\">A quick scan of a CV leaves you with an impression. Impressions are shaped by the layout, the employer names, the school and your mood. They are hard to explain to a hiring manager and harder to defend to a candidate who asks why. An evidence sheet changes the question from &#8220;Do I like this CV?&#8221; to &#8220;Does this CV show this skill, and where?&#8221;<\/p>\n\n<p class=\"wp-block-paragraph\">This is the same idea as in our guides on <a href=\"https:\/\/fasthire.com\/blog\/structured-screening\/\">structured screening<\/a> and <a href=\"https:\/\/fasthire.com\/blog\/screening-at-volume\/\">screening at volume<\/a>. Here we focus on the practical steps for reading each CV against your must-haves, including a sample sheet and a fictional example with CV passages.<\/p>\n\n<h2 class=\"wp-block-heading\">Step 1: Turn must-haves into checkable statements<\/h2>\n\n<p class=\"wp-block-paragraph\">Take the three to five must-haves from the <a href=\"https:\/\/fasthire.com\/blog\/role-brief\/\">role brief<\/a>. For each one, write: the requirement, what counts as evidence, what does not count, and one example. Vague words need to become observable.<\/p>\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Vague must-have<\/th><th>Checkable must-have<\/th><th>Counts as evidence<\/th><th>Does not count alone<\/th><\/tr><\/thead><tbody><tr><td>Strong communication<\/td><td>Writes clear customer replies<\/td><td>Role that included customer emails or reports; a described example<\/td><td>The phrase &#8220;excellent communicator&#8221;<\/td><\/tr><tr><td>Senior experience<\/td><td>Has led a project or a team<\/td><td>A CV line that names a team size, a project or a result, paid or unpaid<\/td><td>A job title alone<\/td><\/tr><tr><td>Good with data<\/td><td>Builds and checks spreadsheets or reports<\/td><td>A task such as monthly reporting, with a tool named<\/td><td>Listing a tool in a skills list with no use shown<\/td><\/tr><tr><td>Team player<\/td><td>Works with other departments<\/td><td>A described project with people from two or more teams<\/td><td>The phrase &#8220;team player&#8221;<\/td><\/tr><tr><td>Local experience<\/td><td>Can work in the country<\/td><td>A right-to-work statement, collected at the right stage by the right method<\/td><td>The location of the last employer<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">Notice that no must-have refers to age, sex, race, religion, disability, nationality or family status. Test each line for proxies, as explained in our guide on <a href=\"https:\/\/fasthire.com\/blog\/reduce-bias-resume-screening\/\">reducing bias in resume screening<\/a>. The Equal Employment Opportunity Commission lists prohibited practices on its page on <a href=\"https:\/\/www.eeoc.gov\/prohibited-employment-policiespractices\" target=\"_blank\" rel=\"noopener\">prohibited employment policies and practices<\/a>, and Acas explains the position in Great Britain on its <a href=\"https:\/\/www.acas.org.uk\/recruitment\" target=\"_blank\" rel=\"noopener\">recruitment<\/a> page.<\/p>\n\n<h2 class=\"wp-block-heading\">Step 2: Build the sheet<\/h2>\n\n<p class=\"wp-block-paragraph\">A spreadsheet is enough. One row per applicant, one column per must-have for the mark, one for the evidence quote, and one for notes. Add a column for the decision and the reviewer&#8217;s initials.<\/p>\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Applicant ID<\/th><th>Must-have 1 mark<\/th><th>Must-have 1 evidence<\/th><th>Must-have 2 mark<\/th><th>Must-have 2 evidence<\/th><th>Must-have 3 mark<\/th><th>Must-have 3 evidence<\/th><th>Overall<\/th><th>Next step<\/th><\/tr><\/thead><tbody><tr><td>A-014<\/td><td>Yes<\/td><td>&#8220;Answered about 40 customer emails a day&#8230;&#8221; (CV, job 2)<\/td><td>Yes<\/td><td>&#8220;Prepared the weekly sales report in Excel&#8221; (CV, job 1)<\/td><td>Unclear<\/td><td>No mention of working with other teams<\/td><td>Ask one question<\/td><td>Send question<\/td><\/tr><tr><td>A-015<\/td><td>No<\/td><td>No customer-facing role shown<\/td><td>Yes<\/td><td>&#8220;Built monthly budget tracker&#8221;<\/td><td>No<\/td><td>None shown<\/td><td>Does not meet must-haves<\/td><td>Decline with message<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">The sample rows are fictional. They show the format: a mark and a short quote. The quote is the key part. If you cannot find words in the CV that support a yes, write unclear or no. A column of &#8220;yes&#8221; without quotes is an opinion.<\/p>\n\n<h2 class=\"wp-block-heading\">Step 3: Read in a fixed way<\/h2>\n\n<ol class=\"wp-block-list\"><li><strong>Hide what is not needed.<\/strong> Where your system allows, hide name, photo, address and date of birth for the first read.<\/li><li><strong>Read one criterion at a time.<\/strong> Take a batch of 20 CVs and mark only must-have 1. Then mark must-have 2. This reduces the halo effect, where one strong item makes everything look strong.<\/li><li><strong>Look for evidence in the whole CV.<\/strong> Skills can appear in volunteer work, projects, education and earlier jobs. Do not limit the search to the last job.<\/li><li><strong>Accept different routes.<\/strong> A skill learned through paid work, unpaid work, training or study can show the same ability.<\/li><li><strong>Quote exactly.<\/strong> Copy a short phrase and note where it is in the CV.<\/li><li><strong>Mark unclear honestly.<\/strong> Unclear means the CV neither shows nor rules out the skill.<\/li><li><strong>Take breaks.<\/strong> Fatigue changes marks. Work in blocks of about 20 to 30 minutes.<\/li><\/ol>\n\n<h2 class=\"wp-block-heading\">Step 4: Handle unclear marks<\/h2>\n\n<p class=\"wp-block-paragraph\">Unclear marks are common, because CVs are short. Send the same neutral question to each applicant with an unclear mark on the same criterion: &#8220;Your CV does not show whether you have worked with other teams. Could you give us a short example in two or three sentences?&#8221; Set a response time, such as three working days. Treat answers as new evidence and record them in the sheet. Do not decline someone because the CV is brief without giving them a chance to add context, if you have the time and the numbers allow.<\/p>\n\n<p class=\"wp-block-paragraph\">For high-volume roles, you may not be able to ask every unclear applicant. Set a rule in advance, for example &#8220;we ask only applicants who meet the other must-haves&#8221;, and apply it the same way to all.<\/p>\n\n<h2 class=\"wp-block-heading\">Step 5: Decide and record<\/h2>\n\n<p class=\"wp-block-paragraph\">A person looks at the marks and makes the decision. Use a simple rule that you wrote before reading: &#8220;A yes for all must-haves moves to the next step. An unclear for one gets a question. A no for any must-have is declined.&#8221; Add a second reviewer on a sample, about one in ten, to check consistency. Keep the sheet for the period in your retention schedule. See <a href=\"https:\/\/fasthire.com\/blog\/how-long-keep-rejected-applicant-data\/\">how long to keep rejected applicant data<\/a>.<\/p>\n\n<h2 class=\"wp-block-heading\">A fictional example, end to end<\/h2>\n\n<p class=\"wp-block-paragraph\">This example is invented. A small company hires an operations assistant. The brief gives three must-haves: handles customer emails, produces regular reports, and works with other teams. Here are three short CV passages and how a reviewer marks them.<\/p>\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>CV passage (fictional)<\/th><th>Must-have<\/th><th>Mark<\/th><th>Reason<\/th><\/tr><\/thead><tbody><tr><td>&#8220;Responded to customer and supplier emails daily; resolved complaints within the team&#8217;s agreed times.&#8221;<\/td><td>Handles customer emails<\/td><td>Yes<\/td><td>The passage describes the task and a standard<\/td><\/tr><tr><td>&#8220;Excellent communicator with strong attention to detail.&#8221;<\/td><td>Handles customer emails<\/td><td>Unclear<\/td><td>Claim only; no task or example. Ask a question<\/td><\/tr><tr><td>&#8220;Created weekly stock reports and shared them with sales and finance.&#8221;<\/td><td>Produces regular reports; works with other teams<\/td><td>Yes for both<\/td><td>Names the report, the frequency and two teams<\/td><\/tr><tr><td>&#8220;Studied business administration; completed a three-month internship in an office.&#8221;<\/td><td>Produces regular reports<\/td><td>Unclear<\/td><td>Study and an internship do not show reports. Ask a question<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">The marks come from the words on the page. The reviewer never needs to guess about a person&#8217;s background, and another reviewer would reach almost the same marks from the same words. That consistency is the point of the method.<\/p>\n\n<h2 class=\"wp-block-heading\">Where software can help, and where it cannot<\/h2>\n\n<p class=\"wp-block-paragraph\">Software can make this faster by locating the passages in a CV that relate to each requirement. But it cannot decide what counts as evidence, and it should not decide who moves on. If you use a tool, check that you can see the passage behind every mark, that you can disagree with it, and that no applicant is rejected without a person reading the evidence. Rules on automated decisions and AI in hiring apply in several places; see our guides on <a href=\"https:\/\/fasthire.com\/blog\/gdpr-article-22-hiring\/\">GDPR Article 22<\/a> and <a href=\"https:\/\/fasthire.com\/blog\/nyc-local-law-144\/\">New York City Local Law 144<\/a>.<\/p>\n\n<p class=\"wp-block-paragraph\">FastHire is being built for exactly this method. It shows each job requirement next to the exact CV passage that supports it, so a reviewer can check the evidence in seconds. FastHire is coming soon. It does not rank, score or reject candidates. People make every decision.<\/p>\n\n<h2 class=\"wp-block-heading\">Common mistakes<\/h2>\n\n<ul class=\"wp-block-list\"><li><strong>Adding new criteria after reading some CVs.<\/strong> Changes should be logged and applied to everyone, including those already declined.<\/li><li><strong>Marking yes from a job title.<\/strong> Titles vary across companies.<\/li><li><strong>Treating gaps as evidence of anything.<\/strong> A gap shows only a gap.<\/li><li><strong>Using school or employer names as shortcuts.<\/strong> They are not the same as skills.<\/li><li><strong>Not telling candidates the outcome.<\/strong> Every applicant deserves a reply.<\/li><\/ul>\n\n<h2 class=\"wp-block-heading\">Question bank for unclear marks<\/h2>\n\n<p class=\"wp-block-paragraph\">Use short, neutral questions that ask for an example. Send the same question to every applicant with the same unclear mark.<\/p>\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Unclear on<\/th><th>Question<\/th><\/tr><\/thead><tbody><tr><td>Customer-facing writing<\/td><td>Please describe, in two or three sentences, a time you wrote to a customer to solve a problem. What did you write and what happened?<\/td><\/tr><tr><td>Reports<\/td><td>Which regular report or tracker have you prepared? What tool did you use and how often?<\/td><\/tr><tr><td>Working with other teams<\/td><td>Please give one example of a task where you worked with people from another team. What was your part?<\/td><\/tr><tr><td>Leading or coaching<\/td><td>Have you trained, led or guided other people, paid or unpaid? Please tell us what you did and for how long.<\/td><\/tr><tr><td>Tool or system<\/td><td>Which tasks have you done in [tool]? Please describe the most complex one.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<p class=\"wp-block-paragraph\">Keep the answers short. Do not ask for more than three questions at this stage. Candidates are giving you their time. Tell them why you ask: &#8220;Your CV is brief on this point. We want to make sure we have understood your experience.&#8221;<\/p>\n\n<h2 class=\"wp-block-heading\">Calibration: a 30-minute exercise<\/h2>\n\n<p class=\"wp-block-paragraph\">Before a large screening round, calibrate the reviewers. Pick 10 CVs. Each reviewer marks the same CVs alone using the sheet. Then compare. Where marks differ, read the passage aloud and decide together what counts. Update the sheet with the new rule. Repeat with five more CVs until reviewers agree on almost all marks. This half hour saves a lot of rework later, and it produces better wording for the evidence column.<\/p>\n\n<p class=\"wp-block-paragraph\">Keep a log of the rules you agreed: &#8220;A volunteer role counts if the CV names the tasks.&#8221; &#8220;A skills list alone does not count.&#8221; Share the log with every reviewer and update it when you meet a new case.<\/p>\n\n<h2 class=\"wp-block-heading\">What to do with the sheet afterwards<\/h2>\n\n<p class=\"wp-block-paragraph\">After the round, use the sheet to learn. Count how many applicants met each must-have. If one must-have was met by almost nobody, check whether it is too strict or whether the advert reached the wrong people. If one was met by almost everybody, it may not separate candidates and could be moved to the interview. Share these counts with the hiring manager as part of your update. They give a factual base for any change to the requirements, as discussed in our guide on <a href=\"https:\/\/fasthire.com\/blog\/push-back-unrealistic-requests\/\">pushing back on unrealistic requests<\/a>.<\/p>\n\n<p class=\"wp-block-paragraph\">Finally, tell applicants what happened. Use short, respectful messages. Our guide on <a href=\"https:\/\/fasthire.com\/blog\/rejection-email-respects-candidates\/\">rejection emails that respect candidates<\/a> gives templates.<\/p>\n\n<h2 class=\"wp-block-heading\">Frequently asked questions<\/h2>\n\n<h3 class=\"wp-block-heading\">How many must-haves should I use?<\/h3><p class=\"wp-block-paragraph\">Three to five. More than that makes the pool small and the process slow. Move the rest to nice-to-have or to the interview.<\/p>\n\n<h3 class=\"wp-block-heading\">What if a CV is badly formatted?<\/h3><p class=\"wp-block-paragraph\">Read it anyway. Format is not a skill unless the job requires it. If a parser cannot read it, open the original.<\/p>\n\n<h3 class=\"wp-block-heading\">Can I use keywords to speed things up?<\/h3><p class=\"wp-block-paragraph\">Keywords can help you find passages, but they can also miss people who use different words. Read the passages, and do not decline because a word is missing.<\/p>\n\n<h3 class=\"wp-block-heading\">How long does evidence screening take?<\/h3><p class=\"wp-block-paragraph\">The first batch takes longer while you learn the sheet. After that, many reviewers find it as quick as a scan, and the output is more useful. Time it with your own team.<\/p>\n\n<h3 class=\"wp-block-heading\">Should two people screen every CV?<\/h3><p class=\"wp-block-paragraph\">For high-stakes or high-volume roles, a second reviewer on a sample is a good balance. Calibrate on ten CVs at the start.<\/p>\n\n<h2 class=\"wp-block-heading\">Related guides<\/h2><ul class=\"wp-block-list\"><li><a href=\"https:\/\/fasthire.com\/blog\/recruiters\/\">Hiring guides for recruiters and HR teams<\/a><\/li><li><a href=\"https:\/\/fasthire.com\/blog\/structured-screening\/\">Structured screening: how to compare every applicant on the same evidence<\/a><\/li><li><a href=\"https:\/\/fasthire.com\/blog\/screening-at-volume\/\">Screening at volume: a process for 500 applications<\/a><\/li><li><a href=\"https:\/\/fasthire.com\/blog\/reduce-bias-resume-screening\/\">How to reduce bias in resume screening<\/a><\/li><li><a href=\"https:\/\/fasthire.com\/employers\">All hiring guides for employers<\/a><\/li><li><a href=\"https:\/\/fasthire.com\/blog\/rejection-email-respects-candidates\/\">How to write a rejection email that respects candidates<\/a><\/li><li><a href=\"https:\/\/fasthire.com\/blog\/shortlist-review-hiring-manager\/\">How to run a calibrated shortlist review with hiring managers<\/a><\/li><li><a href=\"https:\/\/fasthire.com\/blog\/career-gaps-job-hopping\/\">Career gaps, job hopping and short stints: how to read them fairly<\/a><\/li><li><a href=\"https:\/\/fasthire.com\/blog\/compare-candidates-fairly\/\">How to compare candidates with different backgrounds<\/a><\/li><!-- fh-related-end --><\/ul>\n\n<p class=\"wp-block-paragraph\"><em>This is general information, not legal advice.<\/em><\/p>\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/fasthire.com\/#waitlist\">Join the waitlist<\/a><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Screen resumes and CVs against must-haves with evidence: checkable criteria, a mark sheet, quoting the CV passage, and unclear answers.<\/p>\n","protected":false},"author":1,"featured_media":545,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-547","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-recruiters"],"_links":{"self":[{"href":"https:\/\/fasthire.com\/blog\/wp-json\/wp\/v2\/posts\/547","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fasthire.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fasthire.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fasthire.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fasthire.com\/blog\/wp-json\/wp\/v2\/comments?post=547"}],"version-history":[{"count":6,"href":"https:\/\/fasthire.com\/blog\/wp-json\/wp\/v2\/posts\/547\/revisions"}],"predecessor-version":[{"id":895,"href":"https:\/\/fasthire.com\/blog\/wp-json\/wp\/v2\/posts\/547\/revisions\/895"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/fasthire.com\/blog\/wp-json\/wp\/v2\/media\/545"}],"wp:attachment":[{"href":"https:\/\/fasthire.com\/blog\/wp-json\/wp\/v2\/media?parent=547"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fasthire.com\/blog\/wp-json\/wp\/v2\/categories?post=547"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fasthire.com\/blog\/wp-json\/wp\/v2\/tags?post=547"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}