Engine and Other Machine Assemblers vs Molding and Casting Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Engine and Other Machine Assemblers

52 shared · 3 different

core competencies

medium risk

Molding and Casting Workers

Side-by-Side Comparison

Molding and Casting Workers leads 3–1

Metric	Engine and Other Machine Assemblers	Molding and Casting Workers
Risk Score	38.2%	37.0%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	76th	72th
Tasks at Risk (>50%)	8 / 12	8 / 15
Median Salary	$52,540	$45,690
Employment	38K	35K

Skill Comparison

Sorted by largest difference

Mechanical

Customer and Personal Service

Controlling Machines and Processes

Protective Factors

Higher values indicate stronger protection against AI displacement

Engine and Other Machine Assemblers

26%

total discount

Molding and Casting Workers

25%

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.

Molding and Casting Workers

8 of 15 at risk

86%Read work orders or examine parts to determine parts or sections of products to be produced.

86%Set the proper operating temperature for each casting.

86%Select sizes and types of molds according to instructions.

61%Engrave or stamp identifying symbols, letters, or numbers on products.

57%Operate and adjust controls of heating equipment to melt material or to cure, dry, or bake filled molds.

Wage Comparison

Molding and Casting Workers earns -$6,850(-13%) vs Engine and Other Machine Assemblers

Engine and Other Machine AssemblersMolding and Casting Workers

10th

$37,950$34,950

25th

$42,790$38,500

Median

$52,540$45,690

75th

$70,050$51,340

90th

$74,300$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Engine and Other Machine Assemblers2028–2035

Molding and Casting Workers2028–2035

20242030203520402045

Molding and Casting Workers 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

Molding and Casting Workers

$28,808

from $45,690

After adjusting for AI risk, Engine and Other Machine Assemblers offers $3,673 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Engine

Unique to Molding

Combined Protection Strategy

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

Fine Manipulation

Creativity

Regulatory Barriers

Social Intelligence

Engine and Other Machine AssemblersMolding and Casting Workers

Find transitions from Engine and Other Machine Assemblers Find transitions from Molding and Casting Workers