Packaging and Filling Machine Operators and Tenders vs Molding and Casting Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Packaging and Filling Machine Operators and Tenders

50 shared · 10 different

core competencies

medium risk

Molding and Casting Workers

Side-by-Side Comparison

Molding and Casting Workers leads 5–0

Metric	Packaging and Filling Machine Operators and Tenders	Molding and Casting Workers
Risk Score	47.5%	37.0%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	95th	72th
Tasks at Risk (>50%)	13 / 15	8 / 15
Median Salary	$40,900	$45,690
Employment	384K	35K

Skill Comparison

Sorted by largest difference

Identifying Objects, Actions, and Events

Monitor Processes, Materials, or Surroundings

Production and Processing

Mechanical

Customer and Personal Service

Performing General Physical Activities

Thinking Creatively

Static Strength

Public Safety and Security

Education and Training

Protective Factors

Higher values indicate stronger protection against AI displacement

Packaging and Filling Machine Operators and Tenders

26%

total discount

Molding and Casting Workers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Packaging and Filling Machine Operators and Tenders

13 of 15 at risk

87%Regulate machine flow, speed, or temperature.

86%Observe machine operations to ensure quality and conformity of filled or packaged products to standards.

84%Monitor the production line, watching for problems such as pile-ups, jams, or glue that isn't sticking properly.

69%Package the product in the form in which it will be sent out, for example, filling bags with flour from a chute or spout.

67%Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet 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 +$4,790(+12%) vs Packaging and Filling Machine Operators and Tenders

Packaging and Filling Machine Operators and TendersMolding and Casting Workers

10th

$31,890$34,950

25th

$36,250$38,500

Median

$40,900$45,690

75th

$48,440$51,340

90th

$58,910$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Packaging and Filling Machine Operators and Tenders2028–2035

Molding and Casting Workers2028–2035

20242030203520402045

Molding and Casting Workers has a longer runway before significant displacement, projected 0 years later than Packaging and Filling Machine Operators and Tenders.

Risk-Adjusted Salary

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

Packaging and Filling Machine Operators and Tenders

$21,489

from $40,900

Molding and Casting Workers

$28,808

from $45,690

After adjusting for AI risk, Molding and Casting Workers offers $7,319 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Packaging

Unique to Molding

Combined Protection Strategy

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

Fine Manipulation

Regulatory Barriers

Decision Complexity

Social Intelligence

Packaging and Filling Machine Operators and TendersMolding and Casting Workers

Find transitions from Packaging and Filling Machine Operators and Tenders Find transitions from Molding and Casting Workers