Engine and Other Machine Assemblers vs Machine Feeders and Offbearers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Engine and Other Machine Assemblers

41 shared · 11 different

core competencies

high risk

Machine Feeders and Offbearers

Side-by-Side Comparison

Engine and Other Machine Assemblers leads 5–0

Metric	Engine and Other Machine Assemblers	Machine Feeders and Offbearers
Risk Score	38.2%	51.3%
Risk Tier	Medium Risk	High Risk
Risk Percentile	76th	98th
Tasks at Risk (>50%)	8 / 12	11 / 13
Median Salary	$52,540	$39,700
Employment	38K	47K

Skill Comparison

Sorted by largest difference

Mechanical

Customer and Personal Service

Updating and Using Relevant Knowledge

Thinking Creatively

Visualization

Performing General Physical Activities

Rate Control

Repairing and Maintaining Mechanical Equipment

Controlling Machines and Processes

Handling and Moving Objects

Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Engine and Other Machine Assemblers

26%

total discount

Machine Feeders and Offbearers

22%

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.

Machine Feeders and Offbearers

11 of 13 at risk

87%Record production and operational data, such as amount of materials processed.

87%Weigh or measure materials or products to ensure conformance to specifications.

87%Identify and mark materials, products, and samples, following instructions.

67%Add chemicals, solutions, or ingredients to machines or equipment as required by the manufacturing process.

65%Inspect materials and products for defects, and to ensure conformance to specifications.

Wage Comparison

Machine Feeders and Offbearers earns -$12,840(-24%) vs Engine and Other Machine Assemblers

Engine and Other Machine AssemblersMachine Feeders and Offbearers

10th

$37,950$31,480

25th

$42,790$36,020

Median

$52,540$39,700

75th

$70,050$48,220

90th

$74,300$57,010

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Engine and Other Machine Assemblers2028–2035

Machine Feeders and Offbearers2028–2035

20242030203520402045

Engine and Other Machine Assemblers has a longer runway before significant displacement, projected 0 years later than Machine Feeders and Offbearers.

Risk-Adjusted Salary

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

Engine and Other Machine Assemblers

$32,480

from $52,540

Machine Feeders and Offbearers

$19,350

from $39,700

After adjusting for AI risk, Engine and Other Machine Assemblers offers $13,130 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Engine

Unique to Machine

Combined Protection Strategy

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

Creativity

Fine Manipulation

Decision Complexity

Social Intelligence

Engine and Other Machine AssemblersMachine Feeders and Offbearers

Find transitions from Engine and Other Machine Assemblers Find transitions from Machine Feeders and Offbearers