Typing speed requirements by job: data entry, medical scribe, transcription, legal and 911 dispatcher

Most jobs that test typing ask for 25 to 60 words per minute (WPM). The US federal standard for clerk-typist and office automation jobs is 40 WPM over five minutes with three or fewer errors. Data entry is usually measured in keystrokes per hour (KPH), where 8,000 to 10,000 KPH works out to only 27 to 33 WPM. Legal secretary and medical transcription postings go higher, at 55 to 60 net WPM.

Every figure below comes from an official posting, a government qualification standard or an exam notice, with the source listed at the end. Where we couldn't find one, we say the requirement is commonly listed and leave the number out. Requirements change between postings, so read the one you're applying to.

How to convert WPM to KPH

A standard "word" is five keystrokes, spaces included. So:

  • KPH = WPM × 5 × 60 = WPM × 300
  • WPM = KPH ÷ 300

India's Staff Selection Commission (SSC) uses the same rule: its notices say 35 WPM corresponds to 10,500 key depressions per hour. The catch is what each side counts. A net WPM score counts only correct words, while some KPH tests count every keystroke and report accuracy separately, and others specify net keystrokes. Check which one the posting means before you compare.

Typing speed requirements by job, side by side

JobSourceAs writtenWPMKPH
Data transcriber, GS-2US OPM standard20 WPM206,000
Data transcriber, GS-3 and GS-4US OPM standard25 WPM257,500
Medical scribe (data transcriber)VA posting, ShreveportAt least 25 WPM257,500
Data entry operatorSSC, India8,000 key depressions an hour26.78,000
Railway clerical posts, EnglishRRB NTPC, India30 WPM, 10 minutes309,000
Data entry operator 2State of Ohio10,000 net keystrokes an hour33.310,000
Clerk and assistant posts, EnglishSSC CHSL, India35 WPM, 10 minutes3510,500
Clerk-typist, office automationUS OPM standard40 WPM, 5 minutes, 3 errors or fewer4012,000
Medical support assistantDefense Health Agency postings40 WPM, same OPM rule4012,000
Office technician (typing)State of California40 WPM, 5 minutes, proctored4012,000
911 dispatcherPend Oreille County, WA40 WPM at 90% accuracy, 3 minutes4012,000
Public safety dispatcher IState of Nevada40 net WPM, certificate4012,000
Data entry, Comptroller and Auditor GeneralSSC, India15,000 key depressions an hour5015,000
Medical transcriptionistState of Hawaii55 net WPM5516,500
Legal secretary ICity of Los Angeles60 net WPM, 5 minutes, 5 errors maximum6018,000

The WPM and KPH columns are our conversions at 300 keystrokes per WPM. Nothing in the table asks for more than 60 WPM, and most of it sits at 40 or below.

Data entry: speed is counted in keystrokes

Data entry jobs think in keystrokes, because the material is codes, figures and short fields rather than prose. The State of Ohio's data entry series sets a minimum of 10,000 net keystrokes an hour on an alphanumeric keyboard for one of its data entry operator roles. Colorado's state data entry class says some positions must keep up a set number of keystrokes an hour without publishing the figure. Private postings commonly list a KPH target too, and Wikipedia's summary of the field notes that 8,000 or 10,000 is typical.

The US federal equivalent is the data transcriber, where OPM's standard asks for 20 WPM at GS-2 and 25 WPM at GS-3 and GS-4: 6,000 and 7,500 keystrokes an hour.

Those figures look low next to prose speeds. What data entry tests punish is errors, and digits are slow for anyone who looks down for them. A 10-key test on the numeric keypad is its own skill, covered in 10-key by touch and data-entry speed. For mixed letters and figures, our KPH test turns on numbers and punctuation and shows your speed in characters per minute (times 60 for keystrokes per hour), and the number typing test isolates the number row.

Medical scribe and medical transcription

A medical scribe types notes while a clinician sees the patient, so the work is fast but short. The Veterans Health Administration has hired scribes under the federal data transcriber title. One VA posting for a "Data Transcriber - Medical Scribe" in Shreveport asked for a qualified typist able to type at least 25 WPM, the same level as OPM's data transcriber standard, and said it was not a training position. Private scribe employers commonly list a typing speed in their postings, and the figures vary by employer and setting, so we haven't quoted one. Medical terminology matters as much as speed: the same VA posting screened for it.

Medical support assistants, who handle scheduling and records in military and VA clinics, fall under OPM's typing rule. Two Defense Health Agency postings from autumn 2026 required a qualified typist at 40 WPM on a five-minute sample with three or fewer errors.

Medical transcription is the most demanding role here. The State of Hawaii's medical transcriptionist class asks for clerical typing experience at 55 net WPM and lets the employer test applicants. Transcriptionists type for hours from audio, so the speed you hold over a long test matters more than a one-minute best.

The City of Los Angeles City Attorney's office asks Legal Secretary I applicants for a typing certificate showing 60 net WPM on a five-minute test with no more than five errors. Its definition of net is the traditional one: gross speed minus one WPM for each error. It accepts certificates only from an agency or accredited school, issued within 12 months, and rejects certificates issued online.

Court reporters are a different case. They don't type on a standard keyboard; they write on a stenotype machine in shorthand. The National Court Reporters Association's Registered Professional Reporter exam has three five-minute legs at 180, 200 and 225 WPM, with 95% accuracy needed on each. Those numbers aren't comparable to a typing test, and no amount of QWERTY practice will reach them. OPM's reporting stenographer jobs likewise test dictation speed, at 120 to 175 WPM depending on grade.

911 dispatcher

Dispatchers type while talking: call details, addresses, unit numbers. The typing tests reflect that, with numbers mixed in and accuracy built into the standard.

  • Pend Oreille County, Washington, requires 40 WPM at 90% accuracy on a three-minute pass or fail test with numbers and letters, and you must pass it before you can sit the written exam.
  • The State of Nevada's Public Safety Dispatcher I posting requires a certificate, issued within six months, verifying net typing speed of at least 40 WPM, and it says no online typing tests will be accepted.

Forty WPM is the most common dispatcher figure we found, but each agency sets its own, and Nevada wants the test done by a third party such as a community college or staffing agency.

Administrative assistant and clerk-typist

OPM's standard for clerical jobs sets 40 WPM for clerk-typists, office automation clerks and assistants, and any job with "(Typing)" or "(Office Automation)" in its title. The fine print matters more than the headline: the speed is based on a five-minute sample with three or fewer errors. Applicants can meet it by passing a performance test, presenting a certificate of proficiency, or self-certifying. Test results and certificates stay valid for three years, and agencies may test anyone who self-certified.

California's state service takes the same 40 WPM and adds conditions: the test must last five minutes and be proctored, in person or virtually, and certificates are honored for four years. Private administrative assistant postings commonly list a typing speed as well, without a single standard figure.

If an office job asks for 40 WPM, practice on the 5-minute typing test rather than a one-minute test. Five minutes is the length both OPM and California use, and nearly everyone scores lower over five minutes than over one. Our post on what is a good typing speed puts 40 WPM in context.

India: SSC and RRB typing tests

SSC's CHSL write-up sets the typing test at 35 WPM in English or 30 in Hindi, 10 minutes each, which it equates to 10,500 and 9,000 key depressions an hour. Its data entry skill test asks for 8,000 key depressions an hour over 15 minutes, or 15,000 an hour for posts in the office of the Comptroller and Auditor General. A 2022 SSC notice defines a word as any combination of keys followed by a space.

The Railway Recruitment Board's 2026 instructions for NTPC posts set 30 WPM in English or 25 in Hindi over 10 minutes, with no editing tools. You must type at least 300 English words or the script isn't evaluated. Speed is total words typed minus 10 words for every counted mistake, divided by the 10 minutes, and mistakes up to 5% of the words typed are ignored. RRB's own example is 400 words with 10 final mistakes: 400 minus 100, divided by 10, is 30 WPM.

Here is what that rule does to a borderline script. Type 360 words with 25 mistakes. Five percent of 360 is 18, so 7 mistakes count. 360 minus 70 is 290, or 29 WPM, and you fail by one word a minute. Each counted mistake costs a full WPM on a 10-minute test, which is why accuracy decides more of these exams than speed. Rules, layouts and mistake categories for each exam are in typing tests for government exams in India, and the SSC CGL data entry practice page sets up the 15-minute format.

Frequently asked questions

What typing speed is required for data entry?

Usually a keystroke rate rather than WPM. Official figures we found run from 7,500 keystrokes an hour (OPM's 25 WPM data transcriber level) to 10,000 net an hour (State of Ohio), which is 25 to 33 WPM. SSC in India asks for 8,000 an hour.

What typing speed do you need for a medical scribe?

A VA scribe posting asked for at least 25 WPM. Private employers set their own figures. Medical terminology and accuracy are screened as closely as speed.

What is the typing speed for a 911 dispatcher?

40 WPM is the most common figure in the official postings we found, often net and often with numbers mixed in. Nevada requires a third-party certificate and accepts no online tests.

Is 40 WPM enough for most jobs?

Yes, for most clerical, administrative, medical support and dispatcher jobs. Legal secretary and transcription roles ask for 55 to 60 net WPM. How to present the number is in typing speed on your resume.

Sources