Takeover Tracker
30%medium risk
Cabinetmakers and Bench Carpenters
vs

51 shared · 17 different

core competencies

20%low risk
Refractory Materials Repairers, Except Brickmasons

Side-by-Side Comparison

MetricCabinetmakers and Bench CarpentersRefractory Materials Repairers, Except Brickmasons
Risk Score29.7%20.1%
Risk TierMedium RiskLow Risk
Risk Percentile37th7th
Tasks at Risk (>50%)6 / 152 / 15
Median Salary$46,020$58,540
Employment80K1K

Skill Comparison

|

Sorted by largest difference

Building and Construction
Controlling Machines and Processes
Design
MathematicsAI-Vulnerable
Production and Processing
Engineering and Technology
Training and Teaching Others
Analyzing Data or Information
Gross Body Equilibrium
Finger Dexterity
Operating Vehicles, Mechanized Devices, or Equipment
Estimating the Quantifiable Characteristics of Products, Events, or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Cabinetmakers and Bench Carpenters

29%

total discount

Refractory Materials Repairers, Except Brickmasons

25%

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.

Refractory Materials Repairers, Except Brickmasons

2 of 15 at risk
53%Transfer clay structures to curing ovens, melting tanks, and drawing kilns, using forklifts.
51%Mix specified amounts of sand, clay, mortar powder, and water to form refractory clay or mortar, using shovels or mixing machines.
49%Fasten stopper heads to rods with metal pins to assemble refractory stoppers used to plug pouring nozzles of steel ladles.
49%Dump and tamp clay in molds, using tamping tools.
47%Measure furnace walls to determine dimensions and cut required number of sheets from plastic block, using saws.

Wage Comparison

Refractory Materials Repairers, Except Brickmasons earns +$12,520(+27%) vs Cabinetmakers and Bench Carpenters
Cabinetmakers and Bench CarpentersRefractory Materials Repairers, Except Brickmasons
10th
$34,700$37,050
25th
$38,240$48,380
Median
$46,020$58,540
75th
$54,010$73,940
90th
$63,220$81,440

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cabinetmakers and Bench Carpenters2028–2035
Refractory Materials Repairers, Except Brickmasons2028–2035
20242030203520402045

Refractory Materials Repairers, Except Brickmasons 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

Refractory Materials Repairers, Except Brickmasons

$46,768

from $58,540

After adjusting for AI risk, Refractory Materials Repairers, Except Brickmasons offers $14,406 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Cabinetmakers

0

Unique to Refractory

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Regulatory Barriers
Cabinetmakers and Bench CarpentersRefractory Materials Repairers, Except Brickmasons
Find transitions from Cabinetmakers and Bench CarpentersFind transitions from Refractory Materials Repairers, Except Brickmasons