Takeover Tracker

vs

63 shared · 24 different

core competencies

23%low risk
Segmental Pavers

Side-by-Side Comparison

MetricExcavating and Loading Machine and Dragline OperatorsSegmental Pavers
Risk Score22.7%23.2%
Risk TierLow RiskLow Risk
Risk Percentile13th14th
Tasks at Risk (>50%)5 / 151 / 12
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Operating Vehicles, Mechanized Devices, or Equipment
Rate Control
Depth Perception
Peripheral Vision
Response Orientation
Reaction Time
Repairing and Maintaining Mechanical Equipment
Monitor Processes, Materials, or Surroundings
Auditory Attention
Inspecting Equipment, Structures, or Material
Operation and Control

Protective Factors

Higher values indicate stronger protection against AI displacement

Excavating and Loading Machine and Dragline Operators

28%

total discount

Segmental Pavers

29%

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.

Segmental Pavers

1 of 12 at risk
51%Design paver installation layout pattern and create markings for directional references of joints and stringlines.
49%Sweep sand from the surface prior to opening to traffic.
47%Supply and place base materials, edge restraints, bedding sand and jointing sand.
47%Set pavers, aligning and spacing them correctly.
47%Sweep sand into the joints and compact pavement until the joints are full.

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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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