Nonmetro area, Guam
Guam
66,600 people work in this area, at mean pay of $46,210 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: 25 million hours at what they cost. Not a forecast of savings.
- 35%
- 17%
- 49%
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 63% of the people.
| People | Pay here | |||
|---|---|---|---|---|
| Secretaries and Administrative Assistants, Except Legal, Medical, and Executive | 1,610 | 43% | 1.4 million | $36K |
| Bookkeeping, Accounting, and Auditing Clerks | 880 | 78% | 1.4 million | $33K |
| Customer Service Representatives | 720 | 64% | 964,454 | $30K |
| Office Clerks, General | 760 | 54% | 858,375 | $26K |
| General and Operations Managers | 1,580 | 23% | 749,304 | $68K |
| First-Line Supervisors of Office and Administrative Support Workers | 990 | 35% | 712,486 | $45K |
| Shipping, Receiving, and Inventory Clerks | 630 | 53% | 693,202 | $32K |
| Cashiers | 1,620 | 19% | 623,376 | $22K |
| Retail Salespersons | 1,540 | 19% | 621,421 | $24K |
| Elementary School Teachers, Except Special Education | 1,000 | 30% | 619,841 | $62K |
| First-Line Supervisors of Food Preparation and Serving Workers | 640 | 40% | 537,806 | $27K |
| Stockers and Order Fillers | 1,200 | 19% | 474,240 | $23K |
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. 201 smaller jobs (21,220 people) count in every total but are not listed. Task data covers 86% 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.
- Plan, administer, and control budgets for contracts, equipment, and supplies.Administrative Services Managers546,467 hours96% 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 Executive352,613 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 Executive321,578 hours100% of the task within reach
- Operate computers programmed with accounting software to record, store, and analyze information.Bookkeeping, Accounting, and Auditing Clerks286,183 hours100% of the task within reach
- Analyze internal processes and recommend and implement procedural or policy changes to improve operations, such as supply changes or the disposal of records.Administrative Services Managers260,164 hours96% 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 Executive259,179 hours70% of the task within reach
- Develop operational standards and procedures for the work unit or department.Administrative Services Managers242,246 hours100% of the task within reach
- Keep periodic balance sheets of amounts and numbers of transactions.Cashiers238,197 hours100% of the task within reach
- Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.Civil Engineers220,751 hours79% 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 Managers202,034 hours40% of the task within reach
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