Machinists vs Engine and Other Machine Assemblers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Machinists

53 shared · 4 different

core competencies

medium risk

Engine and Other Machine Assemblers

Side-by-Side Comparison

Machinists leads 4–1

Metric	Machinists	Engine and Other Machine Assemblers
Risk Score	36.8%	38.2%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	71th	76th
Tasks at Risk (>50%)	9 / 15	8 / 12
Median Salary	$56,150	$52,540
Employment	299K	38K

Skill Comparison

Sorted by largest difference

MathematicsAI-Vulnerable

Handling and Moving Objects

Customer and Personal Service

Rate Control

Protective Factors

Higher values indicate stronger protection against AI displacement

Machinists

26%

total discount

Engine and Other Machine Assemblers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Machinists

9 of 15 at risk

86%Program computers or electronic instruments, such as numerically controlled machine tools.

84%Study sample parts, blueprints, drawings, or engineering information to determine methods or sequences of operations needed to fabricate products.

70%Calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.

63%Monitor the feed and speed of machines during the machining process.

57%Measure, examine, or test completed units to check for defects and ensure conformance to specifications, using precision instruments, such as micrometers.

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 -$3,610(-6%) vs Machinists

MachinistsEngine and Other Machine Assemblers

10th

$38,100$37,950

25th

$46,250$42,790

Median

$56,150$52,540

75th

$64,910$70,050

90th

$78,760$74,300

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Machinists2028–2035

Engine and Other Machine Assemblers2028–2035

20242030203520402045

Machinists 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%)

Machinists

$35,492

from $56,150

Engine and Other Machine Assemblers

$32,480

from $52,540

After adjusting for AI risk, Machinists offers $3,012 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Machinists

Unique to Engine

Combined Protection Strategy

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

Creativity

Fine Manipulation

Decision Complexity

Regulatory Barriers

MachinistsEngine and Other Machine Assemblers

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