Takeover Tracker
30%medium risk
Cabinetmakers and Bench Carpenters
vs

46 shared · 21 different

core competencies

29%medium risk
Structural Metal Fabricators and Fitters

Side-by-Side Comparison

MetricCabinetmakers and Bench CarpentersStructural Metal Fabricators and Fitters
Risk Score29.7%29.4%
Risk TierMedium RiskMedium Risk
Risk Percentile37th35th
Tasks at Risk (>50%)6 / 156 / 15
Median Salary$46,020$49,900
Employment80K53K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Performing General Physical Activities
Estimating the Quantifiable Characteristics of Products, Events, or Information
Quality Control Analysis
Finger Dexterity
Analyzing Data or Information
Organizing, Planning, and Prioritizing Work
Making Decisions and Solving Problems
Equipment Selection
Evaluating Information to Determine Compliance with Standards
Manual DexterityAI-Resistant
Operation Monitoring

Protective Factors

Higher values indicate stronger protection against AI displacement

Cabinetmakers and Bench Carpenters

29%

total discount

Structural Metal Fabricators and Fitters

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cabinetmakers and Bench Carpenters

6 of 15 at risk
88%Estimate the amounts, types, or costs of needed materials.
84%Measure and mark dimensions of parts on paper or lumber stock prior to cutting, following blueprints, to ensure a tight fit and quality product.
55%Establish the specifications of articles to be constructed or repaired or plan the methods or operations for shaping or assembling parts, based on blueprints, drawings, diagrams, or oral or written instructions.
53%Bore holes for insertion of screws or dowels, by hand or using boring machines.
51%Set up or operate machines, including power saws, jointers, mortisers, tenoners, molders, or shapers, to cut, mold, or shape woodstock or wood substitutes.

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 +$3,880(+8%) vs Cabinetmakers and Bench Carpenters
Cabinetmakers and Bench CarpentersStructural Metal Fabricators and Fitters
10th
$34,700$37,370
25th
$38,240$44,290
Median
$46,020$49,900
75th
$54,010$59,810
90th
$63,220$70,510

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cabinetmakers and Bench Carpenters2028–2035
Structural Metal Fabricators and Fitters2028–2035
20242030203520402045

Structural Metal Fabricators and Fitters has a longer runway before significant displacement, projected 0 years later than Cabinetmakers and Bench Carpenters.

Risk-Adjusted Salary

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

Cabinetmakers and Bench Carpenters

$32,361

from $46,020

Structural Metal Fabricators and Fitters

$35,239

from $49,900

After adjusting for AI risk, Structural Metal Fabricators and Fitters offers $2,878 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Cabinetmakers

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
Cabinetmakers and Bench CarpentersStructural Metal Fabricators and Fitters
Find transitions from Cabinetmakers and Bench CarpentersFind transitions from Structural Metal Fabricators and Fitters