Nonmetro area, Arkansas
South Arkansas nonmetropolitan area
117,350 people work in this area, at mean pay of $49,830 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: 47 million hours at what they cost. Not a forecast of savings.
- 31%
- 16%
- 53%
of the paid hours are within reach now in tasks people already bring to Claude. Another 17% 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, 18%. Today's estimate: 21%.
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 53% of the people.
| People | Pay here | |||
|---|---|---|---|---|
| Office Clerks, General | 2,550 | 54% | 2.9 million | $36K |
| Bookkeeping, Accounting, and Auditing Clerks | 990 | 78% | 1.6 million | $41K |
| Customer Service Representatives | 1,000 | 64% | 1.3 million | $37K |
| Cashiers | 3,150 | 19% | 1.2 million | $26K |
| General and Operations Managers | 2,540 | 23% | 1.2 million | $73K |
| Registered Nurses | 1,980 | 28% | 1.1 million | $76K |
| First-Line Supervisors of Production and Operating Workers | 1,650 | 32% | 1.1 million | $64K |
| Retail Salespersons | 2,560 | 19% | 1 million | $28K |
| Receptionists and Information Clerks | 820 | 59% | 1 million | $32K |
| Secondary School Teachers, Except Special and Career/Technical Education | 1,440 | 32% | 961,461 | $52K |
| Stockers and Order Fillers | 2,310 | 19% | 912,912 | $31K |
| Shipping, Receiving, and Inventory Clerks | 790 | 53% | 869,253 | $44K |
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. 348 smaller jobs (51,710 people) count in every total but are not listed. Task data covers 94% 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, General638,708 hours100% of the task within reach
- Keep periodic balance sheets of amounts and numbers of transactions.Cashiers463,161 hours100% of the task within reach
- Plan and establish work schedules, assignments, and production sequences to meet production goals.First-Line Supervisors of Production and Operating Workers387,131 hours100% of the task within reach
- Maintain and update filing, inventory, mailing, and database systems, either manually or using a computer.Office Clerks, General355,834 hours80% of the task within reach
- Plan and develop new products and production processes.First-Line Supervisors of Production and Operating Workers345,387 hours67% of the task within reach
- Perform administrative or managerial functions, such as taking responsibility for a unit's staff, budget, planning, or long-range goals.Registered Nurses331,744 hours60% of the task within reach
- Compile and maintain non-monetary reports and records.Cashiers330,024 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 Managers324,789 hours40% of the task within reach
- Operate computers programmed with accounting software to record, store, and analyze information.Bookkeeping, Accounting, and Auditing Clerks321,956 hours100% of the task within reach
- Set prices or credit terms for goods or services, based on forecasts of customer demand.General and Operations Managers310,505 hours100% of the task within reach
Other areas in Arkansas
Within reach now and by the end of 2028, long-run pace, four in five.
- Little Rock-North Little Rock-Conway, AR358,210 people23% now, 36% by 2028
- Fayetteville-Springdale-Rogers, AR275,180 people22% now, 36% by 2028
- North Arkansas nonmetropolitan area119,300 people22% now, 30% by 2028
- Fort Smith, AR-OK95,560 people22% now, 31% by 2028
- West Arkansas nonmetropolitan area85,640 people21% now, 29% by 2028
- East Arkansas nonmetropolitan area68,080 people21% now, 29% by 2028
- Jonesboro, AR60,620 people22% now, 31% by 2028
- Hot Springs, AR38,600 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