Maintenance Workers, Machinery vs Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Maintenance Workers, Machinery

53 shared · 11 different

core competencies

medium risk

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

Side-by-Side Comparison

Maintenance Workers, Machinery leads 4–1

Metric	Maintenance Workers, Machinery	Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score	29.7%	33.3%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	37th	58th
Tasks at Risk (>50%)	10 / 15	8 / 15
Median Salary	$60,500	$41,230
Employment	57K	155K

Skill Comparison

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment

Mechanical

Design

Equipment MaintenanceAI-Resistant

Repairing

Performing General Physical Activities

Thinking Creatively

Repairing and Maintaining Electronic Equipment

Engineering and Technology

Operating Vehicles, Mechanized Devices, or Equipment

CoordinationAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Maintenance Workers, Machinery

27%

total discount

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

8 of 15 at risk

86%Observe meters and gauges to verify and record temperatures, pressures, and press-cycle times.

71%Read specifications, blueprints, and work orders to determine setups, temperatures, and time settings required to mold, form, or cast plastic materials, as well as to plan production sequences.

65%Measure and visually inspect products for surface and dimension defects to ensure conformance to specifications, using precision measuring instruments.

63%Observe continuous operation of automatic machines to ensure that products meet specifications and to detect jams or malfunctions, making adjustments as necessary.

61%Turn valves and dials of machines to regulate pressure, temperature, and speed and feed rates, and to set cycle times.

Wage Comparison

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic earns -$19,270(-32%) vs Maintenance Workers, Machinery

Maintenance Workers, MachineryMolding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

10th

$40,080$31,990

25th

$48,600$36,290

Median

$60,500$41,230

75th

$72,260$49,100

90th

$83,560$60,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Maintenance Workers, Machinery2028–2035

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic2028–2035

20242030203520402045

Maintenance Workers, Machinery has a longer runway before significant displacement, projected 0 years later than Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic.

Risk-Adjusted Salary

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

Maintenance Workers, Machinery

$42,562

from $60,500

Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

$27,500

from $41,230

After adjusting for AI risk, Maintenance Workers, Machinery offers $15,061 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Maintenance

Unique to Molding,

Combined Protection Strategy

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

Creativity

Regulatory Barriers

Social Intelligence

Decision Complexity

Maintenance Workers, MachineryMolding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

Find transitions from Maintenance Workers, Machinery Find transitions from Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic