Somewhat Resilient
Last Update: 10/7/2026
AI Resilience Score for Cleaning & Pickling Op.:
41.3%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Low
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
There are a reasonable number of sources for this result, but there is some disagreement between them.
AI Resilience Report forCleaning, Washing, and Metal Pickling Equipment Operators and Tenders
$43,530 median salary•1,700 annual openings•SOC Code: 51-9192.00
Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders are somewhat less resilient to AI impacts than most occupations, according to our analysis of 7 sources.
This career sits in the "Somewhat Resilient" category because AI is genuinely changing the day-to-day work, with smart systems now handling routine tasks like monitoring chemical baths, adjusting drying times, and even guiding robotic surface prep, which means operators spend less time on manual checks and more time managing exceptions and validating what the machines decide. The good news is that strict industry rules (like aerospace compliance standards) and the physical variety of parts being cleaned make full automation tricky, so human judgment is still required for the calls that really matter.
Learn more about how you can thrive in this position
This role is somewhat resilient
This career sits in the "Somewhat Resilient" category because AI is genuinely changing the day-to-day work, with smart systems now handling routine tasks like monitoring chemical baths, adjusting drying times, and even guiding robotic surface prep, which means operators spend less time on manual checks and more time managing exceptions and validating what the machines decide. The good news is that strict industry rules (like aerospace compliance standards) and the physical variety of parts being cleaned make full automation tricky, so human judgment is still required for the calls that really matter.
Read full analysisAnalysis of current AI resilience
Cleaning & Pickling Op.
Updated quarterly
How can Cleaning & Pickling Op. prepare for AI?
Latest AI news for Cleaning & Pickling Op.
These articles highlight the significant automation risk for "Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders." For instance, the first article ranks this role as 55th most vulnerable to AI replacement, indicating a 100% risk. The second article provides a score of 74/100 for AI replacement risk, suggesting that many tasks within this job may be automated soon. However, understanding these trends can help you adapt and develop skills that complement automation, ensuring you remain resilient in a changing job market.
Labor Market Disruptions: The Impact of Automation and AI ...
www.hilarispublisher.com • 9/20/2026
As companies increasingly rely on automation to cut costs, there may be a decrease in bargaining power for workers, as human labor is substituted by machines. Read more
Cleaning Washing And Metal Pickling Equipment ... - AI Job Checker
www.aijobchecker.com • 9/20/2026
Metal Pickling Equipment Operators score 74/100 for AI replacement risk. See which tasks face automation first and how to future-proof your career.
Top 100 Jobs Most Vulnerable to Replacement by AI and ...
replacemeter.com • 9/20/2026
Jul 25, 2025 — Jobs with the highest automation risk ; 55, Cleaning, washing and metal pickling equipment operators and tenders, 100 % ; 56, Semiconductor ... Read more
More Career Info
Career: Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
They operate machines to clean and treat metal parts, making sure they are free from dirt and rust for further use.
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Employment & Wage Data
Median Wage
$43,530
Jobs (2025)
16,200
Growth (2025-35)
+3.4%
Annual Openings
1,700
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Adjust, clean, and lubricate mechanical parts of machines, using hand tools and grease guns.
2
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...
3
Load machines with objects to be processed and unload them after cleaning, placing them on conveyors or racks.
4
Drain, clean, and refill machines or tanks at designated intervals, using cleaning solutions or water.
5
Measure, weigh, or mix cleaning solutions, using measuring tanks, calibrated rods or suction tubes.
6
Examine and inspect machines to detect malfunctions.
7
Add specified amounts of chemicals to equipment at required times to maintain solution levels and concentrations.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
