Takeover Tracker
20%low risk
Pile-Driver Operators
vs

44 shared · 28 different

core competencies

18%low risk
Construction Laborers

Side-by-Side Comparison

MetricPile-Driver OperatorsConstruction Laborers
Risk Score19.8%17.8%
Risk TierLow RiskLow Risk
Risk Percentile6th4th
Tasks at Risk (>50%)1 / 53 / 15
Median Salary$70,510$46,730
Employment3K1.1M

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Operating Vehicles, Mechanized Devices, or Equipment
Repairing and Maintaining Mechanical Equipment
Inspecting Equipment, Structures, or Material
Reaction Time
Identifying Objects, Actions, and Events
Depth Perception
Static Strength
Operation and Control
Engineering and Technology
Education and Training
Operation Monitoring

Protective Factors

Higher values indicate stronger protection against AI displacement

Pile-Driver Operators

26%

total discount

Construction Laborers

26%

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.

Construction Laborers

3 of 15 at risk
71%Measure, mark, or record openings or distances to layout areas where construction work will be performed.
70%Operate or maintain air monitoring or other sampling devices in confined or hazardous environments.
68%Read plans, instructions, or specifications to determine work activities.
49%Tend pumps, compressors, or generators to provide power for tools, machinery, or equipment or to heat or move materials, such as asphalt.
47%Control traffic passing near, in, or around work zones.

Wage Comparison

Construction Laborers earns -$23,780(-34%) vs Pile-Driver Operators
Pile-Driver OperatorsConstruction Laborers
10th
$46,690$34,200
25th
$54,750$38,100
Median
$70,510$46,730
75th
$103,960$58,910
90th
$121,990$77,530

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pile-Driver Operators2028–2035
Construction Laborers2028–2035
20242030203520402045

Construction Laborers 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

Construction Laborers

$38,412

from $46,730

After adjusting for AI risk, Pile-Driver Operators offers $18,172 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 Construction

Combined Protection Strategy

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

Decision Complexity
Regulatory Barriers
Social Intelligence
Fine Manipulation
Pile-Driver OperatorsConstruction Laborers
Find transitions from Pile-Driver OperatorsFind transitions from Construction Laborers