Production & ManufacturingO*NET: 51-9193.00
Will AI Replace Cooling and Freezing Equipment Operators and Tenders?
Operate or tend equipment such as cooling and freezing units, refrigerators, batch freezers, and freezing tunnels, to cool or freeze products, food, blood plasma, and chemicals.
87out of 100
Critical Risk
AI Risk Score
87/100
Risk Level
Critical
Job Zone
2/5
Entry
Total Tasks Analyzed
6
🤖 What AI Can Do
- ▸Record temperatures, amounts of materials processed, or test results on report forms.
- ▸Monitor pressure gauges, ammeters, flowmeters, thermometers, or products, and adjust controls to maintain specified conditions, such as feed rate, product consistency, temperature, air pressure, and machine speed.
👤 What Requires Humans
- ▸Correct machinery malfunctions by performing actions such as removing jams, and inform supervisors of malfunctions as necessary.
Task Breakdown
🤖AI Can Automate (2)
- Record temperatures, amounts of materials processed, or test results on report forms.
- Monitor pressure gauges, ammeters, flowmeters, thermometers, or products, and adjust controls to maintain specified conditions, such as feed rate, product consistency, temperature, air pressure, and machine speed.
👤Requires Humans (1)
- Correct machinery malfunctions by performing actions such as removing jams, and inform supervisors of malfunctions as necessary.
⚡AI-Assisted (3)
- Read dials and gauges on panel control boards to ascertain temperatures, alkalinities, and densities of mixtures, and turn valves to obtain specified mixtures.
- Start machinery, such as pumps, feeders, or conveyors, and turn valves to heat, admit, or transfer products, refrigerants, or mixes.
- Assemble equipment, and attach pipes, fittings, or valves, using hand tools.
Key Skills Analysis
Operations MonitoringAI-Vulnerable
Importance: 3.88/5.00
Operation and Control
Importance: 3.75/5.00
Critical ThinkingAI-Resistant
Importance: 3.62/5.00
Monitoring
Importance: 3.50/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.50/5.00
Speaking
Importance: 3.12/5.00
Equipment Maintenance
Importance: 3.12/5.00
Troubleshooting
Importance: 3.12/5.00
Repairing
Importance: 3.12/5.00
Quality Control AnalysisAI-Vulnerable
Importance: 3.12/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.12/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.00/5.00
Active Listening
Importance: 3.00/5.00
Active LearningAI-Resistant
Importance: 3.00/5.00
Time ManagementAI-Resistant
Importance: 3.00/5.00
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Frequently Asked Questions
Based on our analysis, Cooling and Freezing 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