Production · SOC 51-9011
Safety-critical chemical environments demand physical monitoring and hazard response that keep human operators essential.
Hands-on, interpersonal or high-stakes work AI struggles to replace.
Timeline: Sensor automation handles routine data capture now; the safety-critical physical operation and hazard response at the core of this job faces low AI disruption risk through 2032.
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$40,790 median pay
$41,230 median pay
$41,600 median pay
$48,970 median pay
$40,860 median pay
AI job-risk card
Chemical 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 Chemical Equipment Operators and Tenders is 22/100 (Resilient). Hands-on, interpersonal or high-stakes work AI struggles to replace.
22 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 temperatures, pressures, and processing times, Estimating material quantities for production runs. Harder to automate: Enforcing safety procedures to prevent fires and explosions, Physically controlling reaction equipment during processing, Patrolling for leaks, equipment faults, and abnormal conditions, Drawing samples for laboratory quality analysis.
Lean into Chemical safety and hazmat handling, Industrial process equipment operation, Quality sampling techniques, OSHA process safety management. Consider roles such as Chemical process technician or Environmental health and safety coordinator or Quality control laboratory analyst.
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.