Takeover Tracker

Side-by-Side Comparison

MetricTextile Winding, Twisting, and Drawing Out Machine Setters, Operators, and TendersMolding and Casting Workers
Risk Score36.9%37.0%
Risk TierMedium RiskMedium Risk
Risk Percentile72th72th
Tasks at Risk (>50%)11 / 158 / 15
Median Salary$37,660$45,690
Employment21K35K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Guiding, Directing, and Motivating Subordinates
Mechanical
Developing and Building Teams
Hearing Sensitivity
Handling and Moving Objects
Operation and Control
Production and Processing
Training and Teaching Others
Reaction Time
Arm-Hand Steadiness
Operation Monitoring

Protective Factors

Higher values indicate stronger protection against AI displacement

Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

27%

total discount

Molding and Casting Workers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

11 of 15 at risk
88%Record production data such as numbers and types of bobbins wound.
80%Study guides, samples, charts, and specification sheets, or confer with supervisors or engineering staff to determine setup requirements.
69%Stop machines when specified amount of products has been produced.
63%Inspect products to verify that they meet specifications and to determine whether machine adjustment is needed.
63%Observe operations to detect defects, malfunctions, or supply shortages.

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 +$8,030(+21%) vs Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and TendersMolding and Casting Workers
10th
$30,380$34,950
25th
$35,270$38,500
Median
$37,660$45,690
75th
$40,970$51,340
90th
$46,940$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders20282035
Molding and Casting Workers20282035
20242030203520402045

Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders 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%)

Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

$23,779

from $37,660

Molding and Casting Workers

$28,808

from $45,690

After adjusting for AI risk, Molding and Casting Workers offers $5,029 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Textile

0

Unique to Molding

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Fine Manipulation
Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and TendersMolding and Casting Workers