Engine and Other Machine Assemblers vs Maintenance Workers, Machinery AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Engine and Other Machine Assemblers

53 shared · 9 different

core competencies

medium risk

Maintenance Workers, Machinery

Side-by-Side Comparison

Maintenance Workers, Machinery leads 4–1

Metric	Engine and Other Machine Assemblers	Maintenance Workers, Machinery
Risk Score	38.2%	29.7%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	76th	37th
Tasks at Risk (>50%)	8 / 12	10 / 15
Median Salary	$52,540	$60,500
Employment	38K	57K

Skill Comparison

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment

Customer and Personal Service

Handling and Moving Objects

Equipment MaintenanceAI-Resistant

Repairing

Monitor Processes, Materials, or Surroundings

Organizing, Planning, and Prioritizing Work

Production and Processing

Mechanical

Protective Factors

Higher values indicate stronger protection against AI displacement

Engine and Other Machine Assemblers

26%

total discount

Maintenance Workers, Machinery

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Maintenance Workers, Machinery

10 of 15 at risk

88%Inventory and requisition machine parts, equipment, and other supplies so that stock can be maintained and replenished.

86%Read work orders and specifications to determine machines and equipment requiring repair or maintenance.

86%Record production, repair, and machine maintenance information.

61%Transport machine parts, tools, equipment, and other material between work areas and storage, using cranes, hoists, or dollies.

57%Set up and operate machines, and adjust controls to regulate operations.

Wage Comparison

Maintenance Workers, Machinery earns +$7,960(+15%) vs Engine and Other Machine Assemblers

Engine and Other Machine AssemblersMaintenance Workers, Machinery

10th

$37,950$40,080

25th

$42,790$48,600

Median

$52,540$60,500

75th

$70,050$72,260

90th

$74,300$83,560

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Engine and Other Machine Assemblers2028–2035

Maintenance Workers, Machinery2028–2035

20242030203520402045

Maintenance Workers, Machinery 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%)

Engine and Other Machine Assemblers

$32,480

from $52,540

Maintenance Workers, Machinery

$42,562

from $60,500

After adjusting for AI risk, Maintenance Workers, Machinery offers $10,082 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Engine

Unique to Maintenance

Combined Protection Strategy

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

Creativity

Fine Manipulation

Regulatory Barriers

Decision Complexity

Engine and Other Machine AssemblersMaintenance Workers, Machinery

Find transitions from Engine and Other Machine Assemblers Find transitions from Maintenance Workers, Machinery