Takeover Tracker
vs

67 shared · 20 different

core competencies

Side-by-Side Comparison

MetricExcavating and Loading Machine and Dragline OperatorsWelders, Cutters, and Welder Fitters
Risk Score22.7%21.4%
Risk TierLow RiskLow Risk
Risk Percentile13th10th
Tasks at Risk (>50%)5 / 155 / 15
Median SalaryN/A$51,000
EmploymentN/A424K

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Inspecting Equipment, Structures, or Material
Rate Control
Design
Auditory Attention
Spatial Orientation
Reaction Time
Response Orientation
Evaluating Information to Determine Compliance with Standards
Depth Perception
Multilimb Coordination
Operation and Control

Protective Factors

Higher values indicate stronger protection against AI displacement

Excavating and Loading Machine and Dragline Operators

28%

total discount

Welders, Cutters, and Welder Fitters

27%

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.

Welders, Cutters, and Welder Fitters

5 of 15 at risk
84%Examine workpieces for defects and measure workpieces with straightedges or templates to ensure conformance with specifications.
77%Mark or tag material with proper job number, piece marks, and other identifying marks as required.
73%Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals.
57%Analyze engineering drawings, blueprints, specifications, sketches, work orders, and material safety data sheets to plan layout, assembly, and welding operations.
55%Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.

Wage Comparison

Excavating and Loading Machine and Dragline OperatorsWelders, Cutters, and Welder Fitters
10th
N/A$38,130
25th
N/A$45,580
Median
N/A$51,000
75th
N/A$61,610
90th
N/A$75,850

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Excavating and Loading Machine and Dragline Operators20282035
Welders, Cutters, and Welder Fitters20282035
20242030203520402045

Welders, Cutters, and Welder Fitters has a longer runway before significant displacement, projected 0 years later than Excavating and Loading Machine and Dragline Operators.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Excavating

0

Unique to Welders,

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Social Intelligence
Creativity
Fine Manipulation
Decision Complexity
Excavating and Loading Machine and Dragline OperatorsWelders, Cutters, and Welder Fitters