Industry group, 5622
Waste Treatment and Disposal
106,070 people work in this industry in the US, at mean pay of $69,700 a year (BLS, May 2025). 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. Now is projected from METR's April 2026 measurement and Epoch's November 2026 index.
a year: 49 million hours at what they cost. Not a forecast of savings.
- 27%
- 11%
- 62%
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: 30% within reach now and 36% by the end of 2028, on the long-run pace at four in five. Now is projected from METR's April 2026 measurement and Epoch's November 2026 index.
Share of the paid hours within reach, now to 2030
Change assumptionsHide assumptionsLong-run pace, four in five
What each choice means: , , , , . Every pace starts from .
What handing the work over would take
For the 97,002 people in jobs so far, 92% of the industry's people; the others are in the totals above and join this split as the review reaches their jobs. Shares of their working time within reach now, at the pace and reliability chosen above. Estimates. Now is projected from METR's April 2026 measurement and Epoch's November 2026 index.
about 29 million hours a year. The material can be handed to a model and the result handed back.
about 17 million hours a year. The model has to be connected to the system the work lives in.
about 13 million hours a year. Short enough by length. This site leaves conversation with people, so it is not in the totals.
What their work is made of
- 17%
- 9%
- 7%
- 4%
- 63%
Each task's time split among five kinds of doing, judged one task at a time; only documents and systems can count as within reach.
What changes for the people
For the 97,002 people in jobs reviewed task by task so far, by the end of 2028 on the long-run pace at four in five: the shares of their working time, from each job page's own map, weighted by how many people here do that job. It says which parts of the work change, never whether anyone keeps a job. Estimates.
Conversation, in-person and hands-on work.
Desk work within reach in tasks where a mistake costs something or a licensed person signs.
Desk work within reach that is small if wrong, with lighter checks.
What most people here would learn first
How many of them have each skill among the first two things to learn on their job's page. Every state, and the US
- The hands-on craft68,063 (70%)
- Judgment where errors are severe55,520 (57%)
- Reviewing work you did not do yourself27,729 (29%)
- Briefing a model and checking its drafts19,706 (20%)
- The conversations7,837 (8%)
- Running AI inside the business systems7,640 (8%)
- Signing off under your license950 (1%)
- Dealing with people outside the organization280 (under 1%)
- Handling protected records50 (under 1%)
How far this has come
With GPT-4, measured in March 2023, 0% of this industry's paid hours were within reach at . With Claude 3.7 Sonnet, measured in February 2025, 1%. With Claude Mythos Preview (early), measured in April 2026, 15%. Today's estimate: 23%.
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.
Robots and the physical work
Anthropic rates 64% of the working time of the people in this industry as physical work. For 53% of the working time, a robot has been shown doing most of the task somewhere: 20% in a purpose-built cell, 28% in a structured facility, 5% in any setting. 0.92 of 3.
- Not physical 36%
- No robot shown 11%
- In a purpose-built cell 20%
- In a structured facility 28%
- In any setting 5%
Anthropic's rating, not this site's estimate: Claude Opus 5, searching the web, rated each physical O*NET task by the kind of setting in which a robot it could cite (deployed, sold or demonstrated) does most of the task, weighted by its own estimate of each task's share of the time (What work can robots do?, September 30, 2026, data CC BY 4.0; every job ranked). A robot shown somewhere is not a robot in your building: cost, setup and safety decide that. The share within reach on this page still counts no body work. Weighted by the people in each occupation; each job's page names the robot behind each rated task.
Where the hours are
Jobs by hours within reach now. Now is projected from METR's April 2026 measurement and Epoch's November 2026 index. The 40 largest jobs hold 88% of the people.
| People | Pay here | |||
|---|---|---|---|---|
| General and Operations Managers | 4,170 | 45% | 3.9 million | $118K |
| Heavy and Tractor-Trailer Truck Drivers | 13,210 | 14% | 3.8 million | $60K |
| Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel | 2,680 | 59% | 3.3 million | $67K |
| Office Clerks, General | 2,250 | 56% | 2.6 million | $48K |
| Customer Service Representatives | 1,540 | 64% | 2.1 million | $48K |
| Dispatchers, Except Police, Fire, and Ambulance | 1,160 | 73% | 1.8 million | $59K |
| Secretaries and Administrative Assistants, Except Legal, Medical, and Executive | 1,230 | 59% | 1.5 million | $49K |
| Refuse and Recyclable Material Collectors | 15,380 | 5% | 1.5 million | $60K |
| First-Line Supervisors of Construction Trades and Extraction Workers | 2,010 | 32% | 1.3 million | $73K |
| Bookkeeping, Accounting, and Auditing Clerks | 700 | 88% | 1.3 million | $52K |
| Water and Wastewater Treatment Plant and System Operators | 1,710 | 33% | 1.2 million | $62K |
| First-Line Supervisors of Office and Administrative Support Workers | 990 | 54% | 1.1 million | $77K |
People: BLS counts for this industry, May 2025. Pay here: the median paid for the job in this industry, else its mean, else the national median. 93 smaller jobs (11,770 people) count in every total but are not listed. Task data covers 95% of the industry'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 industry, on the chosen pace and reliability.
- Develop sales presentations or proposals to explain service specifications.Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel1.1 million hours100% of the task within reach
- Maintain logs of working hours or of vehicle service or repair status, following applicable state and federal regulations.Heavy and Tractor-Trailer Truck Drivers1.1 million hours100% of the task within reach
- Organize schedules for refuse collection.Refuse and Recyclable Material Collectors1.1 million hours100% 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, Hand816,162 hours100% of the task within reach
- Prepare daily work and run schedules.Dispatchers, Except Police, Fire, and Ambulance710,907 hours100% of the task within reach
- Plan or adjust routes based on changing conditions, using computer equipment, global positioning systems (GPS) equipment, or other navigation devices, to minimize fuel consumption and carbon emissions.Heavy and Tractor-Trailer Truck Drivers581,684 hours100% of the task within reach
- Identify prospective customers using business directories, leads from clients, or information from conferences or trade shows.Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel573,723 hours70% of the task within reach
- Compute, record, and proofread data and other information, such as records or reports.Office Clerks, General563,566 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 Managers533,288 hours40% of the task within reach
- Set prices or credit terms for goods or services, based on forecasts of customer demand.General and Operations Managers509,834 hours100% of the task within reach
Scan a typical company in this industry
The industry's largest jobs, in the proportions BLS counts across the whole industry, at the pay it pays, run through the company scan. A starting point before you have a roster, or a benchmark for the one you have. Or choose the whole industry: every occupation BLS publishes for it with task data, at its nationwide headcount, the sector report ($249 for the full report, or included in Pro).
Next to this industry
Within reach now and by the end of 2028, long-run pace, four in five. Now is projected from METR's April 2026 measurement and Epoch's November 2026 index.
How it is built: BLS counts the people in each job in this industry; each job's tasks and their lengths give its share within reach at a date; the industry'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
Questions about this industry
- How much of the work in Waste Treatment and Disposal is within reach of AI now?
- An estimated 23% of the paid hours in Waste Treatment and Disposal are within reach of AI models now and 27% by the end of 2028, on METR's long-run pace at four in five (26% to 27% across the three paces the site shows). Within reach means a model could finish work that long at that reliability. It is not a forecast of jobs lost or of savings.
- Which jobs in Waste Treatment and Disposal carry the most hours within reach?
- By hours within reach now (projected from METR's April 2026 measurement and Epoch's November 2026 index): General and Operations Managers (4,170 people, 45% of their time, about 3.9 million hours a year); Heavy and Tractor-Trailer Truck Drivers (13,210 people, 14% of their time, about 3.8 million hours a year); and Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel (2,680 people, 59% of their time, about 3.3 million hours a year).
- Which tasks in Waste Treatment and Disposal carry the most hours within reach by the end of 2028?
- Develop sales presentations or proposals to explain service specifications (Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel, about 1.1 million hours a year); Maintain logs of working hours or of vehicle service or repair status, following applicable state and federal regulations (Heavy and Tractor-Trailer Truck Drivers, about 1.1 million hours a year); and Organize schedules for refuse collection (Refuse and Recyclable Material Collectors, about 1.1 million hours a year).
- What would people working in Waste Treatment and Disposal learn first?
- Among the 97,002 people in jobs reviewed task by task, the skills most often among the first two things to learn on their job's page are the hands-on craft (68,063 people); judgment where errors are severe (55,520 people); and reviewing work you did not do yourself (27,729 people). By the end of 2028 on the long-run pace at four in five, about 74% of their working time stays with people, 19% becomes checking a model's work and 6% can be handed over with lighter checks. It says which parts of the work change, never whether anyone keeps a job.
- How is this estimated?
- BLS counts the people in each occupation in Waste Treatment and Disposal (May 2025); each occupation's share of working time within reach comes from its O*NET tasks, each with an estimated length checked against GDPval, and METR's measurements of how long a task the best AI models can finish, carried forward to the date from the latest, Claude Mythos Preview (early) in April 2026. The industry's share is those shares weighted by people. Task data covers 95% of its people, and 92% are in occupations reviewed task by task. Data checked November 10, 2026.
Embed these figures on your site
A small card with the share of working time within reach now and at the end of 2027, 2028 and 2030, the date and a link back. Free under CC BY 4.0; the card carries the credit.