Production · SOC 51-9192
Chemical cleaning machine tending is largely routine but requires physical response to equipment anomalies.
Hands-on, interpersonal or high-stakes work AI struggles to replace.
Timeline: Automated chemical dosing and IoT monitoring are extending into cleaning operations, but full operator replacement in facilities handling hazardous materials is constrained by safety regulations through 2030.
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$47,260 median pay
$40,550 median pay
$61,870 median pay
$99,670 median pay
$83,400 median pay
AI job-risk card
Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders is resilient on AIFear. Hands-on, interpersonal or high-stakes work AI struggles to replace.
AIFear.com
Our AI Fear Score for Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders is 28/100 (Resilient). Hands-on, interpersonal or high-stakes work AI struggles to replace.
28 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Most exposed: Recording gauge readings and processing times in logs. Harder to automate: Adding chemicals at timed intervals to maintain solution balance, Observing gauges and adjusting controls manually, Detecting and reporting equipment malfunctions, Physical loading and unloading of parts and materials.
Lean into Chemical handling and safety (OSHA), Industrial equipment monitoring, Process recordkeeping, Preventive maintenance basics. Consider roles such as Chemical process technician or Production supervisor or Environmental health and safety technician.
Tasks, skills and AI-exposure for this role were reviewed by an AI model against its O*NET task profile (curated roles use published research anchors). Pay and employment, where shown, are U.S. BLS OEWS (May 2024) figures. This is an estimate, not a prediction about any individual's job. Compare all occupations.