Takeover Tracker

vs

53 shared · 10 different

core competencies

Side-by-Side Comparison

MetricGrinding and Polishing Workers, HandWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders
Risk Score37.8%44.6%
Risk TierMedium RiskMedium Risk
Risk Percentile75th90th
Tasks at Risk (>50%)6 / 1511 / 15
Median Salary$41,690$47,060
Employment12K36K

Skill Comparison

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Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Monitor Processes, Materials, or Surroundings
Handling and Moving Objects
Controlling Machines and Processes
Arm-Hand Steadiness
Production and Processing
Getting Information
Operating Vehicles, Mechanized Devices, or Equipment
Visual Color Discrimination
Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Grinding and Polishing Workers, Hand

25%

total discount

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

25%

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.

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

11 of 15 at risk
87%Observe meters, gauges, or machine operations to ensure that soldering or brazing processes meet specifications.
87%Compute and record settings for new work, applying knowledge of metal properties, principles of welding, and shop mathematics.
86%Read blueprints, work orders, or production schedules to determine product or job instructions or specifications.
63%Inspect, measure, or test completed metal workpieces to ensure conformance to specifications, using measuring and testing devices.
63%Turn and press knobs and buttons or enter operating instructions into computers to adjust and start welding machines.

Wage Comparison

Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders earns +$5,370(+13%) vs Grinding and Polishing Workers, Hand
Grinding and Polishing Workers, HandWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders
10th
$32,120$35,780
25th
$36,660$39,480
Median
$41,690$47,060
75th
$48,410$55,870
90th
$57,250$66,190

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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 yetWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders: Not yet