SOC 51-9193
Cooling and Freezing Equipment Operators and Tenders
Risk Score
โ ๏ธ68/100
High Risk
US Employment
๐ฅ6,590
Total workers
Median Wage
๐ฐ$40K
$34K โ $63K
Projected Growth
๐+7.2%
2023-2033 (BLS)
GenAI Exposure
๐ค67/100
High exposure
๐ก Cooling and Freezing Equipment Operators and Tenders face a risk score of 68/100 โ 24 points above the national average of 44. With 67/100 GenAI exposure, this occupation faces significant pressure from AI tools despite strong projected growth. See our methodology โ
๐ก Workers in this field earn $40K. The 3 recommended career transitions all maintain competitive wages while reducing automation exposure. Explore transition paths โ
๐ AI Impact Analysis
With a risk score of 68/100, Cooling and Freezing Equipment Operators and Tenders faces moderate automation pressure. While tasks like ai quality inspection via computer vision systems are increasingly handled by AI, the role retains significant human elements. The 6,590 workers in this occupation should focus on strengthening skills in troubleshooting complex equipment malfunctions and setup and calibration of custom production runs to stay ahead. The role will likely evolve rather than disappear.
Will AI Replace Cooling and Freezing Equipment Operators and Tenders?
Read our full analysis with verdict, risk factors, safe tasks, and career transition paths โ
โ ๏ธ Top Risk Factors
AI quality inspection via computer vision systems
Automated data interpretation and insight generation
Chatbot displacement of customer-facing interactions
Predictive maintenance reducing manual inspection roles
๐ก๏ธ Tasks Safe from Automation
Troubleshooting complex equipment malfunctions
Setup and calibration of custom production runs
Quality judgment requiring tactile and visual inspection
๐ Task Automation Breakdown
Based on O*NET task analysis and GenAI exposure scoring. Shows the estimated proportion of this occupation's core tasks that are automatable by current AI, augmented by AI tools, or require essential human skills.
๐ O*NET Task Profile
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.
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.
Correct machinery malfunctions by performing actions such as removing jams, and inform supervisors of malfunctions as necessary.
๐ป Technology Skills
Electronic mail software
Spreadsheet software
Office suite software
Presentation software
Word processing software
๐ Key Knowledge Areas
Production and Processing
Mechanical
English Language
Food Production
Administration and Management
๐ vs National Average
National avg: $46K
National avg: 44/100
National avg: 38/100
National avg: 3.7%
๐ Career Transition Paths
| Occupation | Risk | Wage | Overlap |
|---|---|---|---|
| Engineers | 20 | $106K | 61% |
| First-Line Supervisors of Transportation and Material Moving Workers, Except Aircraft Cargo Handling Supervisors | 25 | $62K | 51% |
| Fabric and Apparel Patternmakers | 33 | $68K | 70% |