Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
Operate or tend machines to wash or clean products, such as barrels or kegs, glass items, tin plate, food, pulp, coal, plastic, or rubber, to remove impurities.
AI Impact Summary
Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders faces moderate AI displacement risk with a score of 46/100. This occupation has higher AI displacement risk than 93% of all analyzed occupations. Of 11 analyzed tasks, 4 are highly automatable, particularly routine cognitive tasks. Limited protective factors mean this occupation has few buffers against AI automation.
This is a general assessment. to get a score adjusted for your experience, skills, and work environment.
How AI Impacts Each Task
11 tasks analyzed
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.
Draw samples for laboratory analysis, or test solutions for conformance to specifications, such as acidity or specific gravity.
Adjust, clean, and lubricate mechanical parts of machines, using hand tools and grease guns.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Add specified amounts of chemicals to equipment at required times to maintain solution levels and concentrations. | 40Estimated | 49.0% | 8% | |
| Observe machine operations, gauges, or thermometers, and adjust controls to maintain specified conditions. | 90Estimated | 85.2% | 15% | |
| Set controls to regulate temperature and length of cycles, and start conveyors, pumps, agitators, and machines. | 90Estimated | 85.2% | 10% | |
| Draw samples for laboratory analysis, or test solutions for conformance to specifications, such as acidity or specific gravity. | 62Estimated | 74.0% | 5% | |
| Adjust, clean, and lubricate mechanical parts of machines, using hand tools and grease guns. | 30Estimated | 45.0% | 5% |
Skill Impact Analysis
6
AI-Vulnerable
11
AI-Resistant
AI-Vulnerable
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Recommended Courses
Courses matched to Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders skill gaps, ranked by relevance to your displacement risk profile.
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
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Score History
PAIDSee how Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders's risk score has changed over 2 scoring runs.
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Education & Training
PAIDEducation levels, experience requirements, and training data for this occupation.
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Related News
Recent articles about AI affecting this occupation
Robotic Vial Machines Target Pharma Manufacturing Jobs
The pharmaceutical industry is heavily investing in automated systems for cleaning and filling drug vials. This shift toward robotics will likely reduce the need for human factory workers on production lines.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis