Typing Test for Employment: WPM, Accuracy and Fair Use

Typing tests are a long-standing pre-employment test and remain useful for roles where keyboard work is most of the day. They are also easy to misuse. A pass mark copied from a website, a test that measures the wrong kind of typing, or a timed test with no adjustments can screen out people who would do the job well.

This guide is for recruiters, TA leads and hiring managers deciding whether to use a typing test, what to measure and where to set the bar. If you want the candidate-side view, our earlier data entry typing test guide covers how people prepare.

What is a typing test for employment?

A typing test for employment is a timed exercise in which an applicant copies or enters text, and the result is reported as speed (usually words per minute) and accuracy. Employers use it for roles where keyboard input is a core task, such as data entry, transcription, administration and chat-based customer support.

Most tests take one of a few forms:

Pick the format that looks most like the work. A copy-typing score tells you little about how someone handles a form full of reference numbers.

How is WPM calculated on a typing test?

WPM counts a "word" as five characters or keystrokes, including spaces and punctuation, so the score does not depend on how long the words in the passage are. A test that reports 40 WPM means the applicant entered the equivalent of 200 characters a minute.

Numeric entry is usually reported differently, as keystrokes per hour (KPH), because a figure is not a word. If you are hiring for payment or invoice processing, ask your test provider whether it reports KPH and how it counts errors.

Tools also differ on whether errors reduce the speed score, are reported separately as an accuracy percentage, or must be corrected before the applicant can continue. Before you set a threshold, check which of these your tool does. Two tools can give the same person very different numbers.

Is speed or accuracy more important on a typing test?

For most data entry and records roles, accuracy matters more than speed. An error in an account number, a dosage or an address can take longer to find and fix later than a slightly slower typist loses at the keyboard.

A practical way to combine the two:

• Set an accuracy floor first. Decide how many errors on the sample are acceptable, and fail anyone who exceeds it, however fast they are.
• Then set a speed minimum. Choose the lowest speed at which someone could keep up with the real volume of work.
• Rank above the minimum only if speed truly drives output. In a high-volume transcription role it might. In a front-desk role where typing is a fifth of the job, ranking on WPM adds little.

The US federal government's approach is a useful model: speed is measured on a 5-minute sample, and only samples with three or fewer errors count.

What WPM do you need for data entry?

There is no universal WPM standard for data entry. The most authoritative public benchmark is the one the US Office of Personnel Management (OPM) sets for federal clerical jobs:

All of these are measured on a 5-minute sample with three or fewer errors. OPM accepts a performance test, a certificate of proficiency from a school or organisation authorised by OPM, or self-certification, and agencies may test self-certified applicants to check. Test results and certificates are accepted for 3 years.

Two points stand out. First, the federal bar for data transcription is lower than for general typing. Second, these are minimums for eligibility. They say nothing about what a strong hire looks like. Treat any WPM figure you see quoted elsewhere without a source with caution.

How do you set a typing threshold tied to the job?

Set the threshold from what the job demands, then check it against people already doing the job well. A threshold you can explain is one you can defend if an applicant asks.

1. Measure the work. Look at a normal day: how many records, forms, tickets or pages does a competent person complete, and how much of the day is spent typing?
2. Test your current team. Ask several solid performers in the role to take the same test. Their results show what the job actually requires.
3. Set the minimum at or below the lower end of that group. A bar higher than some of your good performers can clear will reject people who would do the job well.
4. Write down the reason. Record the role, the test, the threshold and why. Review it when the job changes, for example when a new system adds autofill or scanning.
5. Check the results by group. Under the US Uniform Guidelines on Employee Selection Procedures, a selection rate for any race, sex or ethnic group that is less than four-fifths (80%) of the rate for the group with the highest rate is generally treated as evidence of adverse impact. If your typing test produces that pattern, revisit the threshold and look for an equally effective alternative.

The US Equal Employment Opportunity Commission (EEOC) says the employer remains responsible for making sure a test is valid, even when a vendor supplies it and its validation evidence. Our guide to AI hiring laws in 2026 covers the newer rules that apply when the screening is automated.

Are typing tests fair and accessible?

A typing test is fair when it measures typing that the job genuinely needs, the same way for every applicant, with adjustments for disability where typing speed is not itself the point. It becomes unfair when it screens on keyboard speed for a role where typing is minor.

In the US, the Americans with Disabilities Act requires employers to give tests in a way that reflects the skill being measured rather than an applicant's impaired sensory, manual or speaking skills, except where those skills are what the test is meant to measure. The EEOC lists changes to how a test is administered among the reasonable accommodations an employer may need to provide. In Great Britain, Acas gives "more time to do written or reading tests" as an example of a reasonable adjustment for job applicants under the Equality Act 2010.

What this means in practice:

• Ask every applicant whether they need an adjustment before the test, in the invitation, and make it easy to ask.
• Separate the skill from the method. If the job is accurate records entry, an applicant who uses voice input or an adapted keyboard may meet the real requirement. If the job is fast verbatim transcription, speed may be the essential skill.
• Let applicants use the input they would use at work, including assistive software the employer would support on the job.
• Keep it short. The US federal standard uses a 5-minute sample. A much longer test adds time and fatigue for the applicant.
• Avoid an unfamiliar keyboard layout or interface that the job does not use.

This section is a plain-English summary, not legal advice. Take advice on your own process if you hire at scale or in several countries.

Where does a typing test fit in the hiring process?

A typing test works best as an early, pass-or-fail gate for roles where keyboard input is essential, followed by an assessment of the rest of the job. On its own it says nothing about judgement, attention to the right detail, or how someone handles a customer.

A work sample test often makes a separate typing test unnecessary: if an applicant processes twenty realistic records accurately in a sensible time, you have measured speed, accuracy and judgement together. For more on assessing office, retail and support roles, see pre-employment assessments for non-technical roles, and for hiring in bulk, assessments for high-volume hiring.

How should candidates prepare for a pre-employment typing test?

Tell candidates what the test involves and let them prepare honestly. Clear instructions help the score reflect the applicant's skill.

Put these in the invitation:

• The format (copy typing, form entry, numeric or audio) and how long it takes.
• Whether errors must be corrected, and whether speed or accuracy matters more for this role.
• That they should use a familiar, full-size keyboard where they can, in a quiet place.
• How to request an adjustment, and that asking will not count against them.
• Whether there is a practice round, and how many attempts they get.

Candidates who want to improve should practise on text like the job's: if the role is data entry, they should practise entering figures and codes accurately as well as prose. A steady pace with few errors usually beats a fast pace with corrections.

Where does Cohesyve fit?

Cohesyve is built for the step after a typing gate. A company gives Cohesyve a job description; Cohesyve sources candidates, handles outreach, puts them through AI job simulations of the real work, and returns a ranked shortlist. For an administration or data entry role, that means candidates are assessed on tasks that resemble the job, which goes further than a typing score. Pricing is a subscription from $199/month billed annually, and you can start with 10 free candidates.

FAQ

What is a good typing speed for a job?

A good typing speed is one that meets the demands of the specific job. The US federal government asks 40 WPM for clerk-typist and office automation roles, and 20 to 25 WPM for data transcription, each on a 5-minute sample with three or fewer errors. Set your own bar by testing people who already do the job well.

What WPM do you need for data entry?

There is no single industry standard. US federal data transcriber roles require 20 WPM for GS-2 duties and 25 WPM for GS-3 and GS-4 duties, or skill on a data transcribing machine. For numeric entry, many tools report keystrokes per hour instead of WPM.

How long should a pre-employment typing test be?

Keep it short. The US federal standard uses a 5-minute sample, and a longer test adds time and fatigue for applicants.

Can an employer require a typing test?

Generally yes, where typing is genuinely part of the job and the test is applied consistently. Employers must still provide reasonable adjustments or accommodations for disabled applicants, and should check that the test does not screen out protected groups at a disproportionate rate without good reason.

Should I hire on typing speed alone?

No. Typing speed tells you whether someone can keep up with the keyboard work. Accuracy, attention to detail and judgement decide whether the work is right, so follow the typing test with a work sample or a skills assessment.

Is accuracy or WPM more important for data entry?

Accuracy. Set a maximum number of errors first, then a minimum speed. Errors in data entry are costly to trace and fix later.