Cabinetmakers and Bench Carpenters vs Engine and Other Machine Assemblers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Cabinetmakers and Bench Carpenters

60 shared · 8 different

core competencies

medium risk

Engine and Other Machine Assemblers

Side-by-Side Comparison

Cabinetmakers and Bench Carpenters leads 4–1

Metric	Cabinetmakers and Bench Carpenters	Engine and Other Machine Assemblers
Risk Score	29.7%	38.2%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	37th	76th
Tasks at Risk (>50%)	6 / 15	8 / 12
Median Salary	$46,020	$52,540
Employment	80K	38K

Skill Comparison

Sorted by largest difference

Building and Construction

Establishing and Maintaining Interpersonal Relationships

Design

Analyzing Data or Information

MathematicsAI-Vulnerable

Estimating the Quantifiable Characteristics of Products, Events, or Information

Making Decisions and Solving Problems

Mechanical

Protective Factors

Higher values indicate stronger protection against AI displacement

Cabinetmakers and Bench Carpenters

29%

total discount

Engine and Other Machine Assemblers

26%

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.

Engine and Other Machine Assemblers

8 of 12 at risk

84%Read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.

63%Lay out and drill, ream, tap, or cut parts for assembly.

61%Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.

60%Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.

59%Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.

Wage Comparison

Engine and Other Machine Assemblers earns +$6,520(+14%) vs Cabinetmakers and Bench Carpenters

Cabinetmakers and Bench CarpentersEngine and Other Machine Assemblers

10th

$34,700$37,950

25th

$38,240$42,790

Median

$46,020$52,540

75th

$54,010$70,050

90th

$63,220$74,300

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cabinetmakers and Bench Carpenters2028–2035

Engine and Other Machine Assemblers2028–2035

20242030203520402045

Cabinetmakers and Bench Carpenters has a longer runway before significant displacement, projected 0 years later than Engine and Other Machine Assemblers.

Risk-Adjusted Salary

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

Cabinetmakers and Bench Carpenters

$32,361

from $46,020

Engine and Other Machine Assemblers

$32,480

from $52,540

After adjusting for AI risk, Engine and Other Machine Assemblers offers $119 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Cabinetmakers

Unique to Engine

Combined Protection Strategy

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

Creativity

Decision Complexity

Regulatory Barriers

Fine Manipulation

Cabinetmakers and Bench CarpentersEngine and Other Machine Assemblers

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