Takeover Tracker
vs

65 shared · 14 different

core competencies

Side-by-Side Comparison

MetricPipe Fitters and SteamfittersCabinetmakers and Bench Carpenters
Risk Score17.8%29.7%
Risk TierLow RiskMedium Risk
Risk Percentile3th37th
Tasks at Risk (>50%)3 / 156 / 15
Median Salary$62,970$46,020
Employment456K80K

Skill Comparison

|

Sorted by largest difference

Public Safety and Security
Mechanical
Production and Processing
Establishing and Maintaining Interpersonal Relationships
Coordinating the Work and Activities of Others
Gross Body Equilibrium
English Language
Analyzing Data or Information
Estimating the Quantifiable Characteristics of Products, Events, or Information
Performing for or Working Directly with the Public
Operating Vehicles, Mechanized Devices, or Equipment
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Pipe Fitters and Steamfitters

29%

total discount

Cabinetmakers and Bench Carpenters

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Pipe Fitters and Steamfitters

3 of 15 at risk
86%Select pipe sizes, types, or related materials, such as supports, hangers, or hydraulic cylinders, according to specifications.
55%Lay out full scale drawings of pipe systems, supports, or related equipment, according to blueprints.
51%Plan pipe system layout, installation, or repair, according to specifications.
43%Inspect work sites for obstructions or holes that could cause structural weakness.
39%Inspect, examine, or test installed systems or pipe lines, using pressure gauge, hydrostatic testing, observation, or other methods.

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 -$16,950(-27%) vs Pipe Fitters and Steamfitters
Pipe Fitters and SteamfittersCabinetmakers and Bench Carpenters
10th
$40,670$34,700
25th
$48,860$38,240
Median
$62,970$46,020
75th
$81,900$54,010
90th
$105,150$63,220

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pipe Fitters and Steamfitters20282035
Cabinetmakers and Bench Carpenters20282035
20242030203520402045

Pipe Fitters and Steamfitters 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%)

Pipe Fitters and Steamfitters

$51,774

from $62,970

Cabinetmakers and Bench Carpenters

$32,361

from $46,020

After adjusting for AI risk, Pipe Fitters and Steamfitters offers $19,413 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Pipe

0

Unique to Cabinetmakers

Combined Protection Strategy

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

Social Intelligence
Creativity
Fine Manipulation
Decision Complexity
Pipe Fitters and SteamfittersCabinetmakers and Bench Carpenters