Takeover Tracker

vs

63 shared · 20 different

core competencies

Side-by-Side Comparison

MetricExcavating and Loading Machine and Dragline OperatorsPile-Driver Operators
Risk Score22.7%19.8%
Risk TierLow RiskLow Risk
Risk Percentile13th6th
Tasks at Risk (>50%)5 / 151 / 5
Median SalaryN/A$70,510
EmploymentN/A3K

Skill Comparison

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Sorted by largest difference

Building and Construction
Engineering and Technology
Transportation
Coaching and Developing Others
Coordinating the Work and Activities of Others
Developing and Building Teams
Design
MathematicsAI-Vulnerable
Visual Color Discrimination
Auditory Attention
Assisting and Caring for Others
Mechanical

Protective Factors

Higher values indicate stronger protection against AI displacement

Excavating and Loading Machine and Dragline Operators

28%

total discount

Pile-Driver Operators

26%

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.

Pile-Driver Operators

1 of 5 at risk
73%Conduct pre-operational checks on equipment to ensure proper functioning.
41%Move levers and turn valves to activate power hammers, or to raise and lower drophammers that drive piles to required depths.
41%Clean, lubricate, and refill equipment.
9%Move hand and foot levers of hoisting equipment to position piling leads, hoist piling into leads, and position hammers over pilings.
9%Drive pilings to provide support for buildings or other structures, using heavy equipment with a pile driver head.

Wage Comparison

Excavating and Loading Machine and Dragline OperatorsPile-Driver Operators
10th
N/A$46,690
25th
N/A$54,750
Median
N/A$70,510
75th
N/A$103,960
90th
N/A$121,990

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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