Nonmetro area, Oklahoma
Northwest Oklahoma nonmetropolitan area
97,670 people work in this area, at mean pay of $52,030 a year (BLS, May 2025), in every industry. What follows is how much of their working time the best AI models could finish, when, and in which jobs and tasks. Estimates.
of the paid hours. Estimate.
a year: 42 million hours at what they cost. Not a forecast of savings.
- 34%
- 17%
- 49%
of the paid hours are within reach now in tasks people already bring to Claude. Another 18% is within reach in tasks not yet seen there.
Across the US: 22% within reach now and 37% by the end of 2028, on the long-run pace at four in five.
Share of the paid hours within reach, now to 2030
What each choice means: , , , , . Every pace starts from .
How far this has come
With GPT-4, measured in March 2023, 0% of this area's paid hours were within reach at . With Claude 3.7 Sonnet, measured in February 2025, 2%. With Claude Mythos Preview (early), measured in April 2026, 19%. Today's estimate: 22%.
A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.
Where the hours are
Jobs by hours within reach now. The 40 largest jobs hold 51% of the people.
| People | Pay here | |||
|---|---|---|---|---|
| Office Clerks, General | 1,880 | 54% | 2.1 million | $34K |
| Bookkeeping, Accounting, and Auditing Clerks | 1,040 | 78% | 1.7 million | $41K |
| Customer Service Representatives | 1,140 | 64% | 1.5 million | $40K |
| Secretaries and Administrative Assistants, Except Legal, Medical, and Executive | 1,650 | 43% | 1.5 million | $38K |
| Cashiers | 3,160 | 19% | 1.2 million | $27K |
| General and Operations Managers | 2,440 | 23% | 1.2 million | $79K |
| First-Line Supervisors of Food Preparation and Serving Workers | 1,140 | 40% | 957,967 | $32K |
| Elementary School Teachers, Except Special Education | 1,450 | 30% | 898,769 | $48K |
| Retail Salespersons | 2,040 | 19% | 823,181 | $29K |
| Registered Nurses | 1,250 | 28% | 722,802 | $80K |
| Stockers and Order Fillers | 1,640 | 19% | 648,128 | $31K |
| Secondary School Teachers, Except Special and Career/Technical Education | 970 | 32% | 647,651 | $48K |
People: BLS counts for this area, May 2025. Pay here: the median paid for the job in this area, else its mean, else the national median. 323 smaller jobs (44,580 people) count in every total but are not listed. Task data covers 93% of the area's people; the rest are in BLS "all other" groups with no task list, or in counts BLS does not publish.
The tasks with the most hours within reach by the end of 2028
Across the whole area, on the chosen pace and reliability.
- Compute, record, and proofread data and other information, such as records or reports.Office Clerks, General470,890 hours100% of the task within reach
- Keep periodic balance sheets of amounts and numbers of transactions.Cashiers464,631 hours100% of the task within reach
- Coordinate conferences, meetings, or special events, such as luncheons or graduation ceremonies.Secretaries and Administrative Assistants, Except Legal, Medical, and Executive361,373 hours53% of the task within reach
- Operate computers programmed with accounting software to record, store, and analyze information.Bookkeeping, Accounting, and Auditing Clerks338,216 hours100% of the task within reach
- Compile and maintain non-monetary reports and records.Cashiers331,072 hours100% of the task within reach
- Use computers for various applications, such as database management or word processing.Secretaries and Administrative Assistants, Except Legal, Medical, and Executive329,567 hours100% of the task within reach
- Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.General and Operations Managers312,002 hours40% of the task within reach
- Set prices or credit terms for goods or services, based on forecasts of customer demand.General and Operations Managers298,280 hours100% of the task within reach
- Attend training classes to maintain certification licensure, keep abreast of new developments in the field, or maintain existing knowledge.A job in this area292,752 hours99% of the task within reach
- Prepare staff work schedules and assign specific duties.General and Operations Managers281,043 hours80% of the task within reach
Other areas in Oklahoma
Within reach now and by the end of 2028, long-run pace, four in five.
- Oklahoma City, OK677,680 people23% now, 37% by 2028
- Tulsa, OK458,730 people23% now, 35% by 2028
- Southeast Oklahoma nonmetropolitan area186,460 people22% now, 32% by 2028
- Northeast Oklahoma nonmetropolitan area117,790 people23% now, 33% by 2028
- Southwest Oklahoma nonmetropolitan area62,090 people22% now, 31% by 2028
- Lawton, OK42,810 people24% now, 34% by 2028
- Enid, OK23,320 people22% now, 31% by 2028
How it is built: BLS counts the people in each job in this area; each job's tasks and their lengths give its share within reach at a date; the area's share is those shares weighted by people. Value is pay times 1.43 for benefits and payroll costs. Seen in Claude use splits today's share by whether Anthropic saw people bring each task to Claude in 2025; other AI tools are not counted. How it works