Takeover Tracker
37%medium risk
Molding and Casting Workers
vs

41 shared · 4 different

core competencies

51%high risk
Machine Feeders and Offbearers

Side-by-Side Comparison

MetricMolding and Casting WorkersMachine Feeders and Offbearers
Risk Score37.0%51.3%
Risk TierMedium RiskHigh Risk
Risk Percentile72th98th
Tasks at Risk (>50%)8 / 1511 / 13
Median Salary$45,690$39,700
Employment35K47K

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Organizing, Planning, and Prioritizing Work
Updating and Using Relevant Knowledge
Communicating with Supervisors, Peers, or Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Molding and Casting Workers

25%

total discount

Machine Feeders and Offbearers

22%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Machine Feeders and Offbearers

11 of 13 at risk
87%Record production and operational data, such as amount of materials processed.
87%Weigh or measure materials or products to ensure conformance to specifications.
87%Identify and mark materials, products, and samples, following instructions.
67%Add chemicals, solutions, or ingredients to machines or equipment as required by the manufacturing process.
65%Inspect materials and products for defects, and to ensure conformance to specifications.

Wage Comparison

Machine Feeders and Offbearers earns -$5,990(-13%) vs Molding and Casting Workers
Molding and Casting WorkersMachine Feeders and Offbearers
10th
$34,950$31,480
25th
$38,500$36,020
Median
$45,690$39,700
75th
$51,340$48,220
90th
$61,050$57,010

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Molding and Casting Workers2028–2035
Machine Feeders and Offbearers2028–2035
20242030203520402045

Molding and Casting Workers has a longer runway before significant displacement, projected 0 years later than Machine Feeders and Offbearers.

Risk-Adjusted Salary

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

Molding and Casting Workers

$28,808

from $45,690

Machine Feeders and Offbearers

$19,350

from $39,700

After adjusting for AI risk, Molding and Casting Workers offers $9,458 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Molding

0

Unique to Machine

Combined Protection Strategy

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

Creativity
Decision Complexity
Fine Manipulation
Social Intelligence
Molding and Casting WorkersMachine Feeders and Offbearers
Find transitions from Molding and Casting WorkersFind transitions from Machine Feeders and Offbearers