Takeover Tracker

vs

52 shared · 6 different

core competencies

Side-by-Side Comparison

MetricGrinding and Polishing Workers, HandPourers and Casters, Metal
Risk Score37.8%37.7%
Risk TierMedium RiskMedium Risk
Risk Percentile75th74th
Tasks at Risk (>50%)6 / 155 / 15
Median Salary$41,690$48,940
Employment12K6K

Skill Comparison

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Sorted by largest difference

Identifying Objects, Actions, and Events
Inspecting Equipment, Structures, or Material
Repairing and Maintaining Mechanical Equipment
Operating Vehicles, Mechanized Devices, or Equipment
Finger Dexterity
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Grinding and Polishing Workers, Hand

25%

total discount

Pourers and Casters, Metal

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Grinding and Polishing Workers, Hand

6 of 15 at risk
89%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.

Pourers and Casters, Metal

5 of 15 at risk
84%Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications.
63%Examine molds to ensure they are clean, smooth, and properly coated.
61%Transport metal ingots to storage areas, using forklifts.
59%Stencil identifying information on ingots and pigs, using special hand tools.
51%Turn valves to circulate water through cores, or spray water on filled molds to cool and solidify metal.

Wage Comparison

Pourers and Casters, Metal earns +$7,250(+17%) vs Grinding and Polishing Workers, Hand
Grinding and Polishing Workers, HandPourers and Casters, Metal
10th
$32,120$37,250
25th
$36,660$41,410
Median
$41,690$48,940
75th
$48,410$59,850
90th
$57,250$68,030

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Combined protective factor strategy
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