Takeover Tracker
21%low risk
Construction Carpenters
vs

51 shared · 15 different

core competencies

29%medium risk
Structural Metal Fabricators and Fitters

Side-by-Side Comparison

MetricConstruction CarpentersStructural Metal Fabricators and Fitters
Risk Score20.8%29.4%
Risk TierLow RiskMedium Risk
Risk Percentile8th35th
Tasks at Risk (>50%)7 / 156 / 15
Median Salary$59,310$49,900
Employment698K53K

Skill Comparison

|

Sorted by largest difference

Organizing, Planning, and Prioritizing Work
Building and Construction
Coordinating the Work and Activities of Others
Performing General Physical Activities
Public Safety and Security
Resolving Conflicts and Negotiating with Others
Developing and Building Teams
Extent Flexibility
Controlling Machines and Processes
Communicating with Supervisors, Peers, or Subordinates
Active LearningAI-Augmented
Scheduling Work and Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Construction Carpenters

28%

total discount

Structural Metal Fabricators and Fitters

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Construction Carpenters

7 of 15 at risk
88%Maintain records, document actions, and present written progress reports.
86%Select and order lumber or other required materials.
70%Verify trueness of structure, using plumb bob and level.
66%Measure and mark cutting lines on materials, using a ruler, pencil, chalk, and marking gauge.
55%Study specifications in blueprints, sketches, or building plans to prepare project layout and determine dimensions and materials required.

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 -$9,410(-16%) vs Construction Carpenters
Construction CarpentersStructural Metal Fabricators and Fitters
10th
$38,760$37,370
25th
$47,550$44,290
Median
$59,310$49,900
75th
$75,620$59,810
90th
$98,370$70,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Construction Carpenters2028–2035
Structural Metal Fabricators and Fitters2028–2035
20242030203520402045

Construction Carpenters 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%)

Construction Carpenters

$46,956

from $59,310

Structural Metal Fabricators and Fitters

$35,239

from $49,900

After adjusting for AI risk, Construction Carpenters offers $11,716 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Construction

0

Unique to Structural

Combined Protection Strategy

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

Creativity
Decision Complexity
Fine Manipulation
Social Intelligence
Construction CarpentersStructural Metal Fabricators and Fitters
Find transitions from Construction CarpentersFind transitions from Structural Metal Fabricators and Fitters