How to screen applicants

Screening is the step between "we have applications" and "we are talking to people". It is where most hiring time goes, and where most of the unfairness creeps in, usually by accident. The good news is that a few habits make it faster and fairer at the same time. None of them need special software. They need a little preparation before the first application arrives.

1. Write requirements you can check

Screening can only be as good as the list you screen against. A requirement like "excellent communicator" or "a self-starter" cannot be checked on a CV. Everyone claims it and nobody can prove it on paper. You end up judging the writing style of the CV instead of the person.

Rewrite each requirement so that you could point at a line in a CV and say "there, that shows it". For example:

• Instead of "strong Excel skills", write "has built spreadsheets with lookups or pivot tables for reporting".
• Instead of "customer focused", write "has handled customer questions or complaints by phone, chat or email".
• Instead of "5+ years of experience", write the thing those years were supposed to give you, such as "has run a project from plan to delivery".

Then split the list in two. Must-haves are the few things without which the person genuinely cannot do the job from day one, often only two or three. Nice-to-haves are everything else. Be strict: every must-have removes people, and many must-haves are habits copied from an older job ad. Degrees and years of experience in particular are often stand-ins for skills, and they exclude capable people who got there another way.

Write the list down before you open a single application. If you write it afterwards, it will quietly describe the first applicant you liked.

Put the pay in the ad

Many places now require a pay range in job ads, and more are following. Even where it is not required, a range saves you from screening people who would never accept the salary. Our pay transparency laws guide lists the rules by state and country, and the free job ad compliance checker tells you whether your ad meets them.

2. Screen against the list, the same way for everyone

With a checkable list, screening becomes a set of small yes or no questions rather than one big gut feeling. For each applicant, go down the requirements in order and note where the CV shows each one. Three labels are enough:

• Found: the CV clearly shows it. Note the line.
• Related: something close, such as a similar tool or a different job title for the same work. Worth a look, not a rejection.
• None: nothing in the CV speaks to it. This does not prove the person cannot do it, only that the CV does not say so.

Keep notes short and tied to the CV. "Ran weekly stock reports in a spreadsheet, 2023 to now" is useful. "Seems sharp" is not, and it will not help you explain a decision later.

Do the must-haves first. An applicant with a "none" on a true must-have can usually be declined, but read the related items before you do: people describe the same skill in very different words, and keyword filters lose good candidates for exactly that reason.

Review in batches, at the same time of day, and in the order people applied. Fatigue and mood change how generous you are, and applicants late in a long session tend to get a harsher read. Short sessions with breaks are more consistent than one long evening.

Ask the factual questions directly

Some things do not belong in a CV review at all: the right to work in the country, the earliest start date, whether the person can work the hours or travel the job needs. Ask these as plain yes or no questions in the application, and let the candidate answer. Do not guess them from a name, an address or a gap in a CV.

3. Reduce bias where it actually enters

Most bias in screening is not deliberate. It comes from shortcuts the brain takes when reading a lot of CVs quickly. A few practical guards:

• Hide what you do not need. Names, photos, ages and addresses do not tell you whether someone meets a requirement. If you can, read the evidence with them hidden and only look at them once you have made your shortlist.
• Fix the list before you start. Changing the requirements halfway through usually happens in favour of an applicant you already liked.
• Watch for proxies. School names, specific employers, unbroken career histories and hobbies can stand in for background rather than ability. Ask whether each one is really on your list.
• Treat gaps neutrally. Career breaks happen for caring, illness, study and redundancy. A gap is not a skill or the lack of one.
• Get a second reader for close calls. If two people read the same sheet against the same list and disagree, talk about the evidence rather than the impression.

Be careful with tools that rank or score applicants for you. If a tool cannot show you why one person scored higher than another, you cannot check it for bias, and you cannot explain the result to the candidate or a regulator. Evidence you can read is easier to defend than a number you cannot.

4. Reply to everyone

Applicants remember the companies that never answered. A short, polite reply costs you a minute and protects your reputation with the people who might apply again, or tell their friends about you.

• Tell people in the ad when they can expect to hear back, and keep to it.
• Send a decline as soon as you know, not when the role is filled. A quick no is kinder than a long silence.
• Keep it honest and brief. You do not need to give a detailed reason, but never give a false one.
• If you might want to contact someone for a future role, ask for their permission rather than assuming it.

A template with the job title and a date filled in is fine. Personal touches are welcome for people you interviewed.

5. Keep candidate data short

CVs contain a lot of personal data: contact details, work history, sometimes dates of birth and photos. Data protection laws such as the GDPR in Europe and the UK expect you to keep it only as long as you need it for the hiring decision, and to tell candidates how long that is.

• Decide a deletion date when you open the job, for example a few weeks after it closes, and say so in the ad or the application form.
• Keep applications in one place, not spread across inboxes, downloads folders and chat threads.
• When the date arrives, delete the CVs and notes for people you did not hire. Keep only what you need for the person you did hire.
• If you want to keep someone on file for future roles, ask them and record their answer.

Short retention is not only about compliance. Old CVs in old folders are a security risk and a source of awkward questions if a candidate ever asks what you hold about them.

A one-page checklist

1. Write each requirement so it can be checked on a CV.
2. Mark two or three as must-haves; everything else is nice to have.
3. Put the pay range in the ad and check it against local rules.
4. Ask factual questions (right to work, start date) directly.
5. Screen every applicant against the same list: found, related or none.
6. Hide names and photos while you read, if you can.
7. Reply to everyone by the date you promised.
8. Delete candidate data on the date you set.

How FastHire helps

FastHire is built around this process. You set the requirements, and for each applicant it shows every requirement next to the CV passage that supports it, labelled found, related or none. There is no score and no ranking; you read the evidence and decide. Candidates see the same sheet before they apply, replies and deletion dates are part of every job, and you can post your first job free during the beta.

See how the screening works, read about applicant tracking for small businesses, or join the employer waitlist.