Data entry test for employment

What a data-entry test measures

A data-entry test asks you to copy structured records, one field at a time, from a source into a form. A typical record might contain a customer name, a street address, a postcode, a product code like HX-4471-B, a date and a currency amount. You read the source record, key each value into the matching field, press Tab to move on, and continue to the next record when it is complete.

That is deliberately different from a prose typing test. Real data-entry work rarely involves typing sentences. It involves mixed case, digits, hyphens, slashes and symbols; it involves switching between the keyboard's letter area and the numeric keypad; and it involves moving between fields without reaching for the mouse. A candidate who types 70 words per minute on prose can still be slow and error-prone on an address and an account number, which is why employers for these roles test data entry rather than typing.

Our test measures three things:

• Keystrokes per hour (KPH): your raw throughput.
• Character accuracy: the share of keystrokes that were correct.
• Field accuracy: the share of fields submitted with no error at all. A single wrong digit makes a field wrong, which mirrors how a wrong value in a database is wrong regardless of how close it was.

KPH versus accuracy

KPH (keystrokes per hour) is the standard unit for data entry because “words” do not describe a postcode or an invoice amount. The calculation is keystrokes divided by minutes, multiplied by 60. We report gross KPH (all keystrokes) and net KPH (correct keystrokes only); the certificate shows net KPH. The same unit is used for the numeric-only 10-key test, which usually produces a higher KPH because digits on a keypad are faster than mixed text.

Accuracy is where most data-entry hiring decisions are actually made. In a typing test an error is a typo in an email. In data entry an error is a parcel sent to the wrong address, a payment to the wrong account or a patient record attached to the wrong person. Employers therefore tend to set a hard floor on accuracy and a softer target on speed: a candidate at 7,500 KPH and 99 percent is usually preferred over one at 10,000 KPH and 93 percent. If you have to trade one for the other, trade speed.

Typical employer thresholds

There is no industry standard, and figures in job postings vary with the role and the test used. The ranges below are commonly cited for alphanumeric tests and should be read as rough bands.

Role	Commonly cited net KPH	Commonly cited accuracy
General office / admin with some data entry	5,000 – 7,000	95%+
Data-entry clerk / operator	7,000 – 9,000	97%+
High-volume processing (claims, orders, forms)	9,000 – 12,000	98%+
Numeric-only (AP/AR, bank proof) – see 10-key	8,000 – 12,000+	98%+

If an employer quotes a number in words per minute for a data-entry role, they usually mean a prose typing test will be used; see typing tests for employment for those ranges.

For candidates: how to prepare

1. Use Tab, never the mouse. Tab moves to the next field and Shift+Tab goes back. Keeping both hands on the keyboard between fields is worth a large share of your KPH.
2. Use the keypad for numbers. Amounts, postcodes and ID numbers go faster on the numeric keypad than on the number row, and your hand returns to the home row more quickly.
3. Read the whole field before you type it. Codes like 7B-0O1 contain letter O and digit 0; reading first avoids the most common data-entry errors.
4. Check the field, not the record. Glance at each value before you Tab. Correcting after submission costs far more.
5. Use a desktop or laptop with a full keyboard. Touchscreen results are not comparable and employers will not test you on one.
6. Do a one-minute warm-up first. The first few records are always slower while you learn the field order.

For employers: running the test

You can create a data-entry test in the employer tool, choose the duration, decide whether backspace is allowed, set optional pass marks, and send each candidate an invite link with an optional access code. They take it in the browser without an account; results are hidden from them and appear on your dashboard with KPH, accuracy, errors, pass or fail and integrity flags (paste attempts, repeatedly leaving the tab, and keystroke-rhythm anomalies). It is free during early access, with pricing to be announced. It is not webcam-proctored, so if you need identity assurance pair it with an in-person or video-call retest for finalists.