Nonmetro area, Kansas
Kansas nonmetropolitan area
374,010 people work in this area, at mean pay of $51,920 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: 155 million hours at what they cost. Not a forecast of savings.
- 31%
- 16%
- 52%
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 52% of the people.
| People | Pay here | |||
|---|---|---|---|---|
| Secretaries and Administrative Assistants, Except Legal, Medical, and Executive | 9,830 | 43% | 8.7 million | $38K |
| Bookkeeping, Accounting, and Auditing Clerks | 4,420 | 78% | 7.1 million | $45K |
| Customer Service Representatives | 4,890 | 64% | 6.6 million | $37K |
| Registered Nurses | 7,630 | 28% | 4.4 million | $79K |
| Cashiers | 10,650 | 19% | 4.1 million | $28K |
| Retail Salespersons | 8,090 | 19% | 3.3 million | $29K |
| Elementary School Teachers, Except Special Education | 4,870 | 30% | 3 million | $50K |
| Stockers and Order Fillers | 7,010 | 19% | 2.8 million | $34K |
| Secondary School Teachers, Except Special and Career/Technical Education | 3,980 | 32% | 2.7 million | $51K |
| General and Operations Managers | 5,550 | 23% | 2.6 million | $82K |
| First-Line Supervisors of Food Preparation and Serving Workers | 2,890 | 40% | 2.4 million | $37K |
| Heavy and Tractor-Trailer Truck Drivers | 8,100 | 14% | 2.3 million | $51K |
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. 468 smaller jobs (173,890 people) count in every total but are not listed. Task data covers 97% 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.
- Coordinate conferences, meetings, or special events, such as luncheons or graduation ceremonies.Secretaries and Administrative Assistants, Except Legal, Medical, and Executive2.2 million hours53% 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 Executive2 million hours100% of the task within reach
- Set up and manage paper or electronic filing systems, recording information, updating paperwork, or maintaining documents, such as attendance records, correspondence, or other material.Secretaries and Administrative Assistants, Except Legal, Medical, and Executive1.6 million hours70% of the task within reach
- Keep periodic balance sheets of amounts and numbers of transactions.Cashiers1.6 million hours100% of the task within reach
- Operate computers programmed with accounting software to record, store, and analyze information.Bookkeeping, Accounting, and Auditing Clerks1.4 million hours100% 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 Nurses1.3 million hours60% of the task within reach
- Create, maintain, and enter information into databases.Secretaries and Administrative Assistants, Except Legal, Medical, and Executive1.2 million hours100% of the task within reach
- Compile and maintain non-monetary reports and records.Cashiers1.1 million hours100% of the task within reach
- Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.Customer Service Representatives1.1 million hours100% of the task within reach
- Operate electronic mail systems and coordinate the flow of information, internally or with other organizations.Secretaries and Administrative Assistants, Except Legal, Medical, and Executive1.1 million hours100% of the task within reach
Other areas in Kansas
Within reach now and by the end of 2028, long-run pace, four in five.
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