Reading research ยท 4 minute guide
How to read occupational task and wage reports
Understand what an occupational profile describes, what wage statistics measure and how to keep data scope and examples separate.
An occupation is broader than one position
Occupational profiles summarize activities and work contexts across a category. A description of data entry or order processing is not a report that an individual employer is recruiting.
Use task reports to learn the vocabulary
O*NET describes recurring duties such as checking source information, correcting records and coordinating order information. Use these descriptions to understand a task and its context, rather than assuming every worker performs every listed activity.
Keep occupational categories distinct
Data entry, order processing and logistics analysis overlap in their use of information but have different responsibilities. BLS describes logisticians as analyzing and coordinating supply chains; a bachelor's degree is typically needed. Its wage statistics should not be presented as pay for basic record entry.
Understand what the numbers count
BLS occupational employment estimates cover full- and part-time wage-and-salary workers. They are estimates of employment, not counts of openings. The May 2025 figures on this site cover work locations generally; they do not describe a remote-only population.
Read the definitions before comparing figures
A mean is an arithmetic average, while a median identifies the middle of the distribution. BLS wage estimates describe gross straight-time pay; its technical notes explain exclusions such as overtime premiums, shift differentials and employer benefit costs.
Check the period and the source
Keep the data period, publication date and population with each number. A report released in May 2026 can describe a May 2025 reference period. A meaningful comparison uses compatible definitions rather than simply selecting the largest number.
Sources and scope
- BLS: May 2025 national occupational estimates (opens in a new tab)
- BLS: occupational wage technical notes (opens in a new tab)
- BLS: Logisticians occupational guide (opens in a new tab)
- O*NET: Data Entry Keyers occupational profile (opens in a new tab)
These are occupational research and statistical references. They do not advertise a particular opening or establish an individual's pay, schedule or hiring outcome.
Sources checked October 16, 2026.