Takeover Tracker
vs

49 shared · 20 different

core competencies

Side-by-Side Comparison

MetricPile-Driver OperatorsPaving, Surfacing, and Tamping Equipment Operators
Risk Score19.8%18.1%
Risk TierLow RiskLow Risk
Risk Percentile6th4th
Tasks at Risk (>50%)1 / 50 / 15
Median Salary$70,510$51,650
Employment3K46K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Repairing and Maintaining Mechanical Equipment
Performing for or Working Directly with the Public
Inspecting Equipment, Structures, or Material
Documenting/Recording Information
Organizing, Planning, and Prioritizing Work
Depth Perception
Design
Processing Information
Engineering and Technology
Identifying Objects, Actions, and Events
Operation and Control

Protective Factors

Higher values indicate stronger protection against AI displacement

Pile-Driver Operators

26%

total discount

Paving, Surfacing, and Tamping Equipment Operators

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Paving, Surfacing, and Tamping Equipment Operators

0 of 15 at risk
45%Light burners or start heating units of machines, and regulate screed temperatures and asphalt flow rates.
41%Start machine, engage clutch, and push and move levers to guide machine along forms or guidelines and to control the operation of machine attachments.
39%Observe distribution of paving material to adjust machine settings or material flow, and indicate low spots for workers to add material.
39%Fill tanks, hoppers, or machines with paving materials.
37%Shovel blacktop.

Wage Comparison

Paving, Surfacing, and Tamping Equipment Operators earns -$18,860(-27%) vs Pile-Driver Operators
Pile-Driver OperatorsPaving, Surfacing, and Tamping Equipment Operators
10th
$46,690$38,030
25th
$54,750$44,740
Median
$70,510$51,650
75th
$103,960$66,060
90th
$121,990$90,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pile-Driver Operators20282035
Paving, Surfacing, and Tamping Equipment Operators20282035
20242030203520402045

Paving, Surfacing, and Tamping Equipment Operators has a longer runway before significant displacement, projected 0 years later than Pile-Driver Operators.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Pile-Driver Operators

$56,584

from $70,510

Paving, Surfacing, and Tamping Equipment Operators

$42,301

from $51,650

After adjusting for AI risk, Pile-Driver Operators offers $14,283 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Pile-Driver

0

Unique to Paving,

Combined Protection Strategy

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

Creativity
Fine Manipulation
Social Intelligence
Regulatory Barriers
Pile-Driver OperatorsPaving, Surfacing, and Tamping Equipment Operators