medium risk
Grinding and Polishing Workers, Handvs
62 shared · 10 different
core competencies
Side-by-Side Comparison
Grinding and Polishing Workers, Hand leads 5–0| Metric | Grinding and Polishing Workers, Hand | Cooling and Freezing Equipment Operators and Tenders |
|---|---|---|
| Risk Score | 37.8% | 43.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 75th | 87th |
| Tasks at Risk (>50%) | 6 / 15 | 13 / 15 |
| Median Salary | $41,690 | $40,160 |
| Employment | 12K | 7K |
Skill Comparison
|
Sorted by largest difference
Documenting/Recording Information
Repairing and Maintaining Mechanical Equipment
Operation Monitoring
Repairing and Maintaining Electronic Equipment
Interpreting the Meaning of Information for Others
Operating Vehicles, Mechanized Devices, or Equipment
Inspecting Equipment, Structures, or Material
Arm-Hand Steadiness
Operation and Control
Active LearningAI-Augmented
Protective Factors
Higher values indicate stronger protection against AI displacement
Grinding and Polishing Workers, Hand
25%
total discount
Cooling and Freezing Equipment Operators and Tenders
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Grinding and Polishing Workers, Hand
6 of 15 at risk89%Record product and processing data on specified forms.
85%Study blueprints or layouts to determine how to lay out workpieces or saw out templates.
81%Mark defects, such as knotholes, cracks, and splits, for repair.
77%Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.
77%Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.
Cooling and Freezing Equipment Operators and Tenders
13 of 15 at risk86%Record temperatures, amounts of materials processed, or test results on report forms.
84%Sample and test product characteristics such as specific gravity, acidity, and sugar content, using hydrometers, pH meters, or refractometers.
69%Weigh packages and adjust freezer air valves or switches on filler heads to obtain specified amounts of product in each container.
67%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.
67%Read dials and gauges on panel control boards to ascertain temperatures, alkalinities, and densities of mixtures, and turn valves to obtain specified mixtures.
Wage Comparison
Cooling and Freezing Equipment Operators and Tenders earns -$1,530(-4%) vs Grinding and Polishing Workers, Hand
Grinding and Polishing Workers, HandCooling and Freezing Equipment Operators and Tenders
10th
$32,120$33,710
25th
$36,660$36,150
Median
$41,690$40,160
75th
$48,410$49,150
90th
$57,250$62,760
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Grinding and Polishing Workers, Hand: Not yetCooling and Freezing Equipment Operators and Tenders: Not yet