Takeover Tracker
20%low risk
Pile-Driver Operators
vs

37 shared · 29 different

core competencies

29%medium risk
Structural Metal Fabricators and Fitters

Side-by-Side Comparison

MetricPile-Driver OperatorsStructural Metal Fabricators and Fitters
Risk Score19.8%29.4%
Risk TierLow RiskMedium Risk
Risk Percentile6th35th
Tasks at Risk (>50%)1 / 56 / 15
Median Salary$70,510$49,900
Employment3K53K

Skill Comparison

|

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Repairing and Maintaining Mechanical Equipment
Inspecting Equipment, Structures, or Material
Operation and Control
Controlling Machines and Processes
Reaction Time
Response Orientation
Operation Monitoring
Depth Perception
Performing General Physical Activities
Transportation
Organizing, Planning, and Prioritizing Work

Protective Factors

Higher values indicate stronger protection against AI displacement

Pile-Driver Operators

26%

total discount

Structural Metal Fabricators and Fitters

24%

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.

Structural Metal Fabricators and Fitters

6 of 15 at risk
63%Set up and operate fabricating machines, such as brakes, rolls, shears, flame cutters, grinders, and drill presses, to bend, cut, form, punch, drill, or otherwise form and assemble metal components.
57%Tack-weld fitted parts together.
57%Lift or move materials and finished products, using large cranes.
53%Study engineering drawings and blueprints to determine materials requirements and task sequences.
53%Lay out and examine metal stock or workpieces to be processed to ensure that specifications are met.

Wage Comparison

Structural Metal Fabricators and Fitters earns -$20,610(-29%) vs Pile-Driver Operators
Pile-Driver OperatorsStructural Metal Fabricators and Fitters
10th
$46,690$37,370
25th
$54,750$44,290
Median
$70,510$49,900
75th
$103,960$59,810
90th
$121,990$70,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pile-Driver Operators2028–2035
Structural Metal Fabricators and Fitters2028–2035
20242030203520402045

Pile-Driver Operators has a longer runway before significant displacement, projected 0 years later than Structural Metal Fabricators and Fitters.

Risk-Adjusted Salary

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

Pile-Driver Operators

$56,584

from $70,510

Structural Metal Fabricators and Fitters

$35,239

from $49,900

After adjusting for AI risk, Pile-Driver Operators offers $21,345 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 Structural

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Social Intelligence
Pile-Driver OperatorsStructural Metal Fabricators and Fitters
Find transitions from Pile-Driver OperatorsFind transitions from Structural Metal Fabricators and Fitters