medium risk
Metal-Refining Furnace Operators and Tendersvs
59 shared · 9 different
core competencies
medium risk
Grinding and Polishing Workers, HandSide-by-Side Comparison
Grinding and Polishing Workers, Hand leads 4–1| Metric | Metal-Refining Furnace Operators and Tenders | Grinding and Polishing Workers, Hand |
|---|---|---|
| Risk Score | 44.2% | 37.8% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 90th | 75th |
| Tasks at Risk (>50%) | 7 / 15 | 6 / 15 |
| Median Salary | $55,770 | $41,690 |
| Employment | 20K | 12K |
Skill Comparison
|
Sorted by largest difference
Controlling Machines and Processes
Identifying Objects, Actions, and Events
Administration and Management
Production and Processing
Mechanical
Operation Monitoring
Operation and Control
Finger Dexterity
Coordinating the Work and Activities of Others
Protective Factors
Higher values indicate stronger protection against AI displacement
Metal-Refining Furnace Operators and Tenders
26%
total discount
Grinding and Polishing Workers, Hand
25%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Metal-Refining Furnace Operators and Tenders
7 of 15 at risk88%Record production data, and maintain production logs.
84%Observe air and temperature gauges or metal color and fluidity, and turn fuel valves or adjust controls to maintain required temperatures.
84%Observe operations inside furnaces, using television screens, to ensure that problems do not occur.
74%Draw smelted metal samples from furnaces or kettles for analysis, and calculate types and amounts of materials needed to ensure that materials meet specifications.
67%Regulate supplies of fuel and air, or control flow of electric current and water coolant to heat furnaces and adjust temperatures.
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.
Wage Comparison
Grinding and Polishing Workers, Hand earns -$14,080(-25%) vs Metal-Refining Furnace Operators and Tenders
Metal-Refining Furnace Operators and TendersGrinding and Polishing Workers, Hand
10th
$38,760$32,120
25th
$46,550$36,660
Median
$55,770$41,690
75th
$65,070$48,410
90th
$80,280$57,250
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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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