Production & ManufacturingO*NET: 51-9192.00
Will AI Replace 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.
87out of 100
Critical Risk
AI Risk Score
87/100
Risk Level
Critical
Job Zone
2/5
Entry
Total Tasks Analyzed
8
🤖 What AI Can Do
- ▸Record gauge readings, materials used, processing times, or test results in production logs.
👤 What Requires Humans
- ▸Drain, clean, and refill machines or tanks at designated intervals, using cleaning solutions or water.
Task Breakdown
🤖AI Can Automate (1)
- Record gauge readings, materials used, processing times, or test results in production logs.
👤Requires Humans (1)
- Drain, clean, and refill machines or tanks at designated intervals, using cleaning solutions or water.
⚡AI-Assisted (6)
- 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.
- 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.
- Examine and inspect machines to detect malfunctions.
- Measure, weigh, or mix cleaning solutions, using measuring tanks, calibrated rods or suction tubes.
Key Skills Analysis
Operation and Control
Importance: 3.25/5.00
Operations MonitoringAI-Vulnerable
Importance: 3.12/5.00
Active Listening
Importance: 2.88/5.00
Speaking
Importance: 2.88/5.00
Critical ThinkingAI-Resistant
Importance: 2.88/5.00
Monitoring
Importance: 2.88/5.00
Time ManagementAI-Resistant
Importance: 2.88/5.00
Reading ComprehensionAI-Vulnerable
Importance: 2.75/5.00
Social PerceptivenessAI-Resistant
Importance: 2.75/5.00
CoordinationAI-Resistant
Importance: 2.75/5.00
Judgment and Decision MakingAI-Resistant
Importance: 2.62/5.00
Complex Problem SolvingAI-Resistant
Importance: 2.50/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 2.50/5.00
WritingAI-Vulnerable
Importance: 2.25/5.00
Learning Strategies
Importance: 2.25/5.00
Related Occupations
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81/100 — Critical Risk
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74/100 — High Risk
Textile Bleaching and Dyeing Machine Operators and Tenders
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Laundry and Dry-Cleaning Workers
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Frequently Asked Questions
Based on our analysis, Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders have a critical risk of AI replacement with a score of 87/100. Many routine tasks in this role can be automated, but human oversight remains important.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research