AI exposure score

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders score 11 out of 100, which is low exposure to AI. That ranks #739 of 923 US occupations, where #1 is the most exposed. Of the 11 tasks in this job, AI could speed up 1 on its own and 0 more with extra software built on top of it. None of its tasks showed up in real AI use in April–May 2026.

11/ 100

Low

Rank: #739of 923 jobs
US workers: 14,760BLS, May 2025
Median pay: $43,530a year
In real AI use: 0 of 11tasks, April–May 2026

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Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

AI can speed this up on its own: 1 (9%)
AI can speed this up with extra software: 0 (0%)
Little or no AI speed-up: 10 (91%)

Record gauge readings, materials used, processing times, or test results in production logs.AI can speed this up on its own · core task
Add specified amounts of chemicals to equipment at required times to maintain solution levels and concentrations.Little or no AI speed-up · core task
Observe machine operations, gauges, or thermometers, and adjust controls to maintain specified conditions.Little or no AI speed-up · core task
Set controls to regulate temperature and length of cycles, and start conveyors, pumps, agitators, and machines.Little or no AI speed-up · core task
Drain, clean, and refill machines or tanks at designated intervals, using cleaning solutions or water.Little or no AI speed-up · core task
Operate or tend machines to wash and remove impurities from items such as barrels or kegs, glass products, tin plate surfaces, dried fruit, pulp, animal stock, coal, manufactured articles, plastic, or rubber.Little or no AI speed-up · core task
Examine and inspect machines to detect malfunctions.Little or no AI speed-up · core task
Measure, weigh, or mix cleaning solutions, using measuring tanks, calibrated rods or suction tubes.Little or no AI speed-up · core task
Draw samples for laboratory analysis, or test solutions for conformance to specifications, such as acidity or specific gravity.Little or no AI speed-up · supplemental task
Adjust, clean, and lubricate mechanical parts of machines, using hand tools and grease guns.Little or no AI speed-up · supplemental task
Load machines with objects to be processed and unload them after cleaning, placing them on conveyors or racks.Little or no AI speed-up · supplemental task

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Questions about cleaning, washing, and metal pickling equipment operators and tenders and AI

Will AI replace cleaning, washing, and metal pickling equipment operators and tenders?

Unlikely. Most of the work is hard for today's AI to speed up. Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders score 11 out of 100 (low exposure), #739 of 923 US jobs. AI could speed up 1 of the job's 11 tasks, 1 of them on its own, while 10 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which cleaning, washing, and metal pickling equipment operators and tenders tasks can AI do?

The most exposed tasks include "Record gauge readings, materials used, processing times, or test results in production logs".

Which cleaning, washing, and metal pickling equipment operators and tenders tasks are hardest for AI?

Tasks with little or no AI speed-up include "Add specified amounts of chemicals to equipment at required times to maintain solution levels and concentrations"; "Observe machine operations, gauges, or thermometers, and adjust controls to maintain specified conditions"; "Set controls to regulate temperature and length of cycles, and start conveyors, pumps, agitators, and machines".

Are people already using AI for this work?

Not much yet. None of the job's tasks showed up in real conversations with Claude in April–May 2026, according to the Anthropic Economic Index.

How many people work as cleaning, washing, and metal pickling equipment operators and tenders, and what do they earn?

About 14,760 people in the US, with median pay of $43,530 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.