Takeover Tracker

Side-by-Side Comparison

MetricExcavating and Loading Machine and Dragline OperatorsWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders
Risk Score22.7%44.6%
Risk TierLow RiskMedium Risk
Risk Percentile13th90th
Tasks at Risk (>50%)5 / 1511 / 15
Median SalaryN/A$47,060
EmploymentN/A36K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Response Orientation
Controlling Machines and Processes
Depth Perception
Multilimb Coordination
Reaction Time
Auditory Attention
Monitor Processes, Materials, or Surroundings
Building and Construction
Inspecting Equipment, Structures, or Material
Establishing and Maintaining Interpersonal Relationships
Coordinating the Work and Activities of Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Excavating and Loading Machine and Dragline Operators

28%

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

Excavating and Loading Machine and Dragline Operators

5 of 15 at risk
86%Receive written or oral instructions regarding material movement or excavation.
84%Become familiar with digging plans, machine capabilities and limitations, and with efficient and safe digging procedures in a given application.
84%Measure and verify levels of rock or gravel, bases, or other excavated material.
53%Move materials over short distances, such as around a construction site, factory, or warehouse.
51%Adjust dig face angles for varying overburden depths and set lengths.

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

Excavating and Loading Machine and Dragline OperatorsWelding, Soldering, and Brazing Machine Setters, Operators, and Tenders
10th
N/A$35,780
25th
N/A$39,480
Median
N/A$47,060
75th
N/A$55,870
90th
N/A$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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