Coin, Vending, and Amusement Machine Servicers and Repairers vs Engine and Other Machine Assemblers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Coin, Vending, and Amusement Machine Servicers and Repairers

48 shared · 8 different

core competencies

medium risk

Engine and Other Machine Assemblers

Side-by-Side Comparison

Coin, Vending, and Amusement Machine Servicers and Repairers leads 4–1

Metric	Coin, Vending, and Amusement Machine Servicers and Repairers	Engine and Other Machine Assemblers
Risk Score	30.1%	38.2%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	39th	76th
Tasks at Risk (>50%)	7 / 15	8 / 12
Median Salary	$47,350	$52,540
Employment	28K	38K

Skill Comparison

Sorted by largest difference

Controlling Machines and Processes

Handling and Moving Objects

Computers and Electronics

Production and Processing

Performing General Physical Activities

Establishing and Maintaining Interpersonal Relationships

Thinking Creatively

Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Coin, Vending, and Amusement Machine Servicers and Repairers

25%

total discount

Engine and Other Machine Assemblers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Coin, Vending, and Amusement Machine Servicers and Repairers

7 of 15 at risk

87%Record transaction information on forms or logs, and notify designated personnel of discrepancies.

86%Keep records of merchandise distributed and money collected.

86%Maintain records of machine maintenance and repair.

86%Order parts needed for machine repairs.

85%Prepare repair cost estimates.

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 +$5,190(+11%) vs Coin, Vending, and Amusement Machine Servicers and Repairers

Coin, Vending, and Amusement Machine Servicers and RepairersEngine and Other Machine Assemblers

10th

$31,420$37,950

25th

$38,580$42,790

Median

$47,350$52,540

75th

$56,290$70,050

90th

$64,720$74,300

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Coin, Vending, and Amusement Machine Servicers and Repairers2028–2035

Engine and Other Machine Assemblers2028–2035

20242030203520402045

Coin, Vending, and Amusement Machine Servicers and Repairers 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%)

Coin, Vending, and Amusement Machine Servicers and Repairers

$33,107

from $47,350

Engine and Other Machine Assemblers

$32,480

from $52,540

After adjusting for AI risk, Coin, Vending, and Amusement Machine Servicers and Repairers offers $627 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Coin,

Unique to Engine

Combined Protection Strategy

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

Fine Manipulation

Creativity

Social Intelligence

Regulatory Barriers

Coin, Vending, and Amusement Machine Servicers and RepairersEngine and Other Machine Assemblers

Find transitions from Coin, Vending, and Amusement Machine Servicers and Repairers Find transitions from Engine and Other Machine Assemblers