Metro area, Wisconsin
Sheboygan, WI
60,630 people work in this area, at mean pay of $64,040 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: 23 million hours at what they cost. Not a forecast of savings.
- 32%
- 15%
- 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: 20%.
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 57% of the people.
| People | Pay here | |||
|---|---|---|---|---|
| Customer Service Representatives | 900 | 64% | 1.2 million | $48K |
| Office Clerks, General | 860 | 54% | 971,319 | $46K |
| Receptionists and Information Clerks | 610 | 59% | 746,055 | $45K |
| First-Line Supervisors of Production and Operating Workers | 1,050 | 32% | 696,698 | $77K |
| Bookkeeping, Accounting, and Auditing Clerks | 410 | 78% | 661,774 | $50K |
| Registered Nurses | 1,130 | 28% | 653,413 | $84K |
| Shipping, Receiving, and Inventory Clerks | 480 | 53% | 528,154 | $49K |
| Food Batchmakers | 1,910 | 13% | 504,547 | $51K |
| Cashiers | 1,290 | 19% | 496,392 | $31K |
| Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products | 660 | 36% | 491,464 | $74K |
| Retail Salespersons | 1,210 | 19% | 488,259 | $35K |
| Stockers and Order Fillers | 1,090 | 19% | 430,768 | $32K |
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. 237 smaller jobs (23,240 people) count in every total but are not listed. Task data covers 90% 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.
- Formulate or modify recipes for specific kinds of food products.Food Batchmakers547,233 hours99% 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 Workers246,356 hours100% of the task within reach
- Plan and develop new products and production processes.First-Line Supervisors of Production and Operating Workers219,792 hours67% of the task within reach
- Record numbers of units handled or moved, using daily production sheets or work tickets.Laborers and Freight, Stock, and Material Movers, Hand215,879 hours100% of the task within reach
- Compute, record, and proofread data and other information, such as records or reports.Office Clerks, General215,407 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 Representatives203,692 hours100% of the task within reach
- Keep periodic balance sheets of amounts and numbers of transactions.Cashiers189,675 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 Nurses189,328 hours60% of the task within reach
- Perform administrative support tasks, such as proofreading, transcribing handwritten information, or operating calculators or computers to work with pay records, invoices, balance sheets, or other documents.Receptionists and Information Clerks189,000 hours100% of the task within reach
- Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.Customer Service Representatives187,874 hours100% of the task within reach
Other areas in Wisconsin
Within reach now and by the end of 2028, long-run pace, four in five.
- Milwaukee-Waukesha, WI820,780 people22% now, 36% by 2028
- Madison, WI408,070 people22% now, 39% by 2028
- South Central Wisconsin nonmetropolitan area210,950 people20% now, 29% by 2028
- Northeastern Wisconsin nonmetropolitan area196,170 people22% now, 32% by 2028
- Green Bay, WI174,550 people22% now, 34% by 2028
- Western Wisconsin nonmetropolitan area127,550 people20% now, 30% by 2028
- Appleton, WI124,230 people22% now, 33% by 2028
- Oshkosh-Neenah, WI93,750 people22% now, 35% 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