Skip to content
Whittle

Data Entry Keyers

Also called Data Capture Specialist, Data Entry Clerk, Data Entry Operator, or Data Transcriber

Updated · Source: O*NET 31.0

What Data Entry Keyers do

You turn paperwork into clean, correct digital records, catching the small mistakes that would cause big problems later.

Data entry keyers take information from paper forms, emails, or other source documents and type it into a computer system so other people can use it. The typing is only half the job. The other half is checking: comparing what you typed against the original document, spotting a wrong digit or a misspelled name, and either fixing it or telling your supervisor. You sort and organize records before they go in, and file the finished documents where they belong.

You work indoors at a desk, usually in an office with heat and air conditioning. Much of the time you are working quietly on your own screen without much interruption. But you are also part of a team, and you talk with coworkers face-to-face to ask questions, confirm unclear handwriting, and sort out mismatched records.

A day in the life

You sit down at your desk and open the pile of documents waiting for you, plus a stack of emails with more to process. You sort them, check that nothing is missing, and start typing. The rhythm is steady. Every so often something does not match, so you compare your screen against the original paper or re-enter the record to see where the difference is. Some errors you fix yourself. Others you walk over to a coworker or supervisor to ask about. Work usually has a deadline attached, so you keep an eye on the clock and pace yourself. Before you finish, you file the completed documents where they belong and pull together the materials you will need tomorrow.

This could fit you if you…

  • ✓Notice small mistakes that other people read straight past
  • ✓Like a steady, organized routine with clear finish lines
  • ✓Can stay focused at a keyboard for long stretches
  • ✓Are comfortable asking a coworker to clarify something unclear
  • ✓Read carefully and follow written instructions closely

You might not like it if you…

  • –Need to move around instead of sitting at a desk most of the day
  • –Get restless doing similar tasks over and over
  • –Want a field that is growing, since this one is projected to shrink 25.5% between 2025 and 2035 while jobs overall grow 3.5%
  • –Dislike working against deadlines

How people get in

  1. 1Finish high school or earn an equivalent diploma, which is the typical education employers expect.
  2. 2Build real typing speed and accuracy, and get comfortable with spreadsheets, email, and common office software.
  3. 3Practice checking your own work against the original document until catching errors becomes a habit.
  4. 4Consider a short community college or vocational program in office technology or computer applications, meaning courses in typing, spreadsheets, and office software, if you want extra proof of your skills.
  5. 5Apply for entry-level office roles, including titles like data entry clerk, data entry operator, or data capture specialist. Employers usually provide short on-the-job training.
  6. 6Once hired, learn the specific systems and record rules your employer uses, and watch for related office roles you could move into later.

Who tends to enjoy it

Organizing

People who like keeping things accurate, orderly, and running on schedule.

Hands-on

People who like building, fixing, working with tools, machines, plants, or animals.

Curious

People who like figuring things out, research, science, and solving problems.

Official task list

Data Entry Keyers operate data entry device, such as keyboard or photo composing perforator. Duties may include verifying data and preparing materials for printing. (O*NET)

  • Locate and correct data entry errors, or report them to supervisors.
  • Compile, sort, and verify the accuracy of data before it is entered.
  • Compare data with source documents, or re-enter data in verification format to detect errors.
  • Store completed documents in appropriate locations.
  • Select materials needed to complete work assignments.

A typical day involves

Sitting Face-to-face with people Email Deadlines and time pressure Indoors, climate controlled Part of a team

Skills that matter most

  • Reading Comprehension
  • Active Listening
  • Monitoring
  • Writing
  • Time Management
  • Speaking

What you'll need to know

  • English Language
  • Administrative
  • Customer and Personal Service
  • Law and Government
  • Public Safety and Security

How much Data Entry Keyers make

The median pay for Data Entry Keyers in the U.S. is $41,340 a year ($19.88 an hour). Most earn between $31,200 and $58,790. (Bureau of Labor Statistics, May 2025)

Pay depends a lot on where you live: the median is highest in District of Columbia ($55,170) and lowest in Puerto Rico ($23,940).

Pay by state and territory
StateMedian payJobs
Alabama$35,1301,060
Alaska$40,700160
Arizona$43,2003,420
Arkansas$33,8601,000
California$47,01014,520
Colorado$43,9101,190
Connecticut$38,5601,290
Delaware$37,810410
District of Columbia$55,170200
Florida$38,8807,650
Georgia$41,2703,410
Guam$25,730100
Hawaii$47,630210
Idaho$42,810540
Illinois$42,8405,910
Indiana$40,5502,370
Iowa$43,6401,180
Kansas$38,2901,210
Kentucky$36,8702,020
Louisiana$36,9201,800
Maine$48,190140
Maryland$38,9701,850
Massachusetts$47,5601,590
Michigan$38,0803,290
Minnesota$44,2801,360
Mississippi$34,540530
Montana$42,340300
Nebraska$39,6001,260
Nevada$39,260800
New Hampshire$43,440790
New Jersey$42,4704,940
New Mexico$49,810300
New York$44,8609,470
North Carolina$39,6103,330
North Dakota$48,300110
Ohio$40,2204,530
Oklahoma$38,5901,290
Pennsylvania$38,8105,270
Puerto Rico$23,9402,000
Rhode Island$44,980270
South Carolina$38,0701,490
South Dakota$34,32030
Tennessee$40,4902,360
Texas$38,88017,850
U.S. Virgin Islands$33,28070
Utah$47,1802,140
Vermont$43,280290
Virginia$38,9002,890
Washington$47,4801,360
West Virginia$35,900660
Wisconsin$38,1702,360
Wyoming$45,870140

Where to study for this

College programs that commonly lead to this career, and how many US colleges offer each.

Related careers

Office and Administrative Support

File Clerks

File correspondence, cards, invoices, receipts, and other records in alphabetical or numerical order or according to the filing system used. Locate and remove material from file when requested.

$43,600/yr median Little to some preparation

Office and Administrative Support

Word Processors and Typists

Use word processor, computer, or typewriter to type letters, reports, forms, or other material from rough draft, corrected copy, or voice recording. May perform other clerical duties as assigned.

$49,280/yr median Little to some preparation

Office and Administrative Support

Office Machine Operators, Except Computer

Operate one or more of a variety of office machines, such as photocopying, photographic, and duplicating machines, or other office machines.

$40,960/yr median Little to some preparation

Office and Administrative Support

Mail Clerks and Mail Machine Operators, Except Postal Service

Prepare incoming and outgoing mail for distribution. Time-stamp, open, read, sort, and route incoming mail; and address, seal, stamp, fold, stuff, and affix postage to outgoing mail or packages. Duties may also include keeping necessary records and completed forms.

$39,280/yr median Little to some preparation

Office and Administrative Support

Office Clerks, General

Perform duties too varied and diverse to be classified in any specific office clerical occupation, requiring knowledge of office systems and procedures. Clerical duties may be assigned in accordance with the office procedures of individual establishments and may include a combination of answering telephones, bookkeeping, typing or word processing, office machine operation, and filing.

$45,010/yr median Little to some preparation

Office and Administrative Support

Postal Service Mail Sorters, Processors, and Processing Machine Operators

Prepare incoming and outgoing mail for distribution for the United States Postal Service (USPS). Examine, sort, and route mail. Load, operate, and occasionally adjust and repair mail processing, sorting, and canceling machinery. Keep records of shipments, pouches, and sacks, and perform other duties related to mail handling within the postal service. Includes postal service mail sorters and processors employed by USPS contractors.

$58,470/yr median Little to some preparation

Office and Administrative Support

Production, Planning, and Expediting Clerks

Coordinate and expedite the flow of work and materials within or between departments of an establishment according to production schedule. Duties include reviewing and distributing production, work, and shipment schedules; conferring with department supervisors to determine progress of work and completion dates; and compiling reports on progress of work, inventory levels, costs, and production problems.

$59,650/yr median Little to some preparation

Office and Administrative Support

Billing and Posting Clerks

Compile, compute, and record billing, accounting, statistical, and other numerical data for billing purposes. Prepare billing invoices for services rendered or for delivery or shipment of goods.

$48,500/yr median Little to some preparation

Source: O*NET 31.0 Database (USDOL/ETA), occupation 43-9021.00, used under CC BY 4.0 and modified by Whittle. Pay: BLS Occupational Employment and Wage Statistics (May 2025), SOC 43-9021. Outlook and entry education: BLS Employment Projections 2025–35. Program links: NCES CIP 2020 to SOC 2018 crosswalk. How we build these pages.