Helpers--Installation, Maintenance, and Repair Workers vs Molding and Casting Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Helpers--Installation, Maintenance, and Repair Workers

55 shared · 8 different

core competencies

medium risk

Molding and Casting Workers

Side-by-Side Comparison

Helpers--Installation, Maintenance, and Repair Workers leads 4–1

Metric	Helpers--Installation, Maintenance, and Repair Workers	Molding and Casting Workers
Risk Score	26.2%	37.0%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	22th	72th
Tasks at Risk (>50%)	4 / 15	8 / 15
Median Salary	$38,860	$45,690
Employment	98K	35K

Skill Comparison

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment

Controlling Machines and Processes

Repairing and Maintaining Electronic Equipment

Repairing and Maintaining Mechanical Equipment

Coaching and Developing Others

Updating and Using Relevant Knowledge

Coordinating the Work and Activities of Others

Mechanical

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Installation, Maintenance, and Repair Workers

25%

total discount

Molding and Casting Workers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Installation, Maintenance, and Repair Workers

4 of 15 at risk

86%Order new parts to maintain inventory.

63%Tend and observe equipment and machinery to verify efficient and safe operation.

53%Apply protective materials to equipment, components, and parts to prevent defects and corrosion.

51%Clean or lubricate vehicles, machinery, equipment, instruments, tools, work areas, and other objects, using hand tools, power tools, and cleaning equipment.

49%Diagnose electrical problems and install and rewire electrical components.

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 +$6,830(+18%) vs Helpers--Installation, Maintenance, and Repair Workers

Helpers--Installation, Maintenance, and Repair WorkersMolding and Casting Workers

10th

$28,770$34,950

25th

$33,760$38,500

Median

$38,860$45,690

75th

$46,600$51,340

90th

$54,650$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Installation, Maintenance, and Repair Workers2028–2035

Molding and Casting Workers2028–2035

20242030203520402045

Helpers--Installation, Maintenance, and Repair Workers has a longer runway before significant displacement, projected 0 years later than Molding and Casting Workers.

Risk-Adjusted Salary

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

Helpers--Installation, Maintenance, and Repair Workers

$28,694

from $38,860

Molding and Casting Workers

$28,808

from $45,690

After adjusting for AI risk, Molding and Casting Workers offers $113 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Helpers--Installation,

Unique to Molding

Combined Protection Strategy

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

Regulatory Barriers

Creativity

Fine Manipulation

Decision Complexity

Helpers--Installation, Maintenance, and Repair WorkersMolding and Casting Workers

Find transitions from Helpers--Installation, Maintenance, and Repair Workers Find transitions from Molding and Casting Workers