Data Keyers enter, verify, and correct data into systems that organizations depend on — forms, transactions, surveys, scanned documents — moving information from paper or unstructured input into structured records. The work tends to be steady, accuracy-focused, and quietly central to operations that need clean data.
Most days mix data entry, verification, and quality work — keying records from forms, scanned documents, or recordings into databases or operational systems, performing double-entry verification, correcting flagged errors, and supporting workflow throughput. You're often working in healthcare, insurance, government, finance, or specialty data-processing organizations, and the volume and accuracy targets shape daily work.
What tends to be harder than people expect is the sustained accuracy pressure and physical demands. Repetitive motion strain, eye fatigue from screen work, and accuracy quotas are real, and error rates above thresholds can affect performance reviews. The role is shifting: automation has reduced volume in many sectors, with growth in specialized accuracy work (medical claims, regulated forms, OCR verification).
People who tend to thrive here are detail-oriented, comfortable with repetition, accurate under sustained pace, and quietly proud of clean records. If you want career velocity in tech, this is a different kind of work. If you like steady, focused work with clear quality metrics and a foothold into broader administrative or specialty data roles, the position offers durable employment in many sectors.
Where this role sits in the broader career landscape — and where it can take you.
Roles like this one sit within a broader occupational category. The numbers below reflect that full landscape — helpful for context, but your specific experience will depend on level, specialty, and where you work.
Roles with similar work and overlapping career paths
View all Technology roles →Data Keyers enter, verify, and correct data into systems that organizations depend on — forms, transactions, surveys, scanned documents — moving information from paper or unstructured input into structured records. The work tends to be steady, accuracy-focused, and quietly central to operations that need clean data.
Median pay for a Data Keyer is about $40K nationally, with the field ranging roughly from $30K to $57K depending on experience, employer, and metro (BLS).
Core skills for this role include Reading Comprehension, Active Listening, Monitoring, Time Management, and Writing.
Most people in this role hold a high school diploma.
Employment in this field is projected to decline about 25.9% through 2034, with roughly 135,280 people working in it today (BLS).
Closely related roles include Data Operations Director, Data Center Product Director, and Clinical Data Management Director (CDM Director).
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