Takeover Tracker
21%low risk
Welders, Cutters, and Welder Fitters
vs

59 shared · 16 different

core competencies

30%medium risk
Cabinetmakers and Bench Carpenters

Side-by-Side Comparison

MetricWelders, Cutters, and Welder FittersCabinetmakers and Bench Carpenters
Risk Score21.4%29.7%
Risk TierLow RiskMedium Risk
Risk Percentile10th37th
Tasks at Risk (>50%)5 / 156 / 15
Median Salary$51,000$46,020
Employment424K80K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Training and Teaching Others
Guiding, Directing, and Motivating Subordinates
Assisting and Caring for Others
Operating Vehicles, Mechanized Devices, or Equipment
Coaching and Developing Others
Making Decisions and Solving Problems
Communicating with Supervisors, Peers, or Subordinates
Finger Dexterity
Manual DexterityAI-Resistant
Analyzing Data or Information
Administration and Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Welders, Cutters, and Welder Fitters

27%

total discount

Cabinetmakers and Bench Carpenters

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Welders, Cutters, and Welder Fitters

5 of 15 at risk
84%Examine workpieces for defects and measure workpieces with straightedges or templates to ensure conformance with specifications.
77%Mark or tag material with proper job number, piece marks, and other identifying marks as required.
73%Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals.
57%Analyze engineering drawings, blueprints, specifications, sketches, work orders, and material safety data sheets to plan layout, assembly, and welding operations.
55%Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.

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.

Wage Comparison

Cabinetmakers and Bench Carpenters earns -$4,980(-10%) vs Welders, Cutters, and Welder Fitters
Welders, Cutters, and Welder FittersCabinetmakers and Bench Carpenters
10th
$38,130$34,700
25th
$45,580$38,240
Median
$51,000$46,020
75th
$61,610$54,010
90th
$75,850$63,220

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Welders, Cutters, and Welder Fitters2028–2035
Cabinetmakers and Bench Carpenters2028–2035
20242030203520402045

Welders, Cutters, and Welder 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%)

Welders, Cutters, and Welder Fitters

$40,096

from $51,000

Cabinetmakers and Bench Carpenters

$32,361

from $46,020

After adjusting for AI risk, Welders, Cutters, and Welder Fitters offers $7,735 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Welders,

0

Unique to Cabinetmakers

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Decision Complexity
Social Intelligence
Welders, Cutters, and Welder FittersCabinetmakers and Bench Carpenters
Find transitions from Welders, Cutters, and Welder FittersFind transitions from Cabinetmakers and Bench Carpenters