Takeover Tracker
51%high risk
Machine Feeders and Offbearers
vs

32 shared · 5 different

core competencies

42%medium risk
Textile Knitting and Weaving Machine Setters, Operators, and Tenders

Side-by-Side Comparison

MetricMachine Feeders and OffbearersTextile Knitting and Weaving Machine Setters, Operators, and Tenders
Risk Score51.3%42.1%
Risk TierHigh RiskMedium Risk
Risk Percentile98th85th
Tasks at Risk (>50%)11 / 1311 / 15
Median Salary$39,700$38,260
Employment47K15K

Skill Comparison

|

Sorted by largest difference

Mechanical
MathematicsAI-Vulnerable
Finger Dexterity
Inspecting Equipment, Structures, or Material
Production and Processing

Protective Factors

Higher values indicate stronger protection against AI displacement

Machine Feeders and Offbearers

22%

total discount

Textile Knitting and Weaving Machine Setters, Operators, and Tenders

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Textile Knitting and Weaving Machine Setters, Operators, and Tenders

11 of 15 at risk
88%Notify supervisors or repair staff of mechanical malfunctions.
88%Record information about work completed and machine settings.
84%Study guides, loom patterns, samples, charts, or specification sheets, or confer with supervisors or engineering staff to determine setup requirements.
74%Program electronic equipment.
69%Observe woven cloth to detect weaving defects.

Wage Comparison

Textile Knitting and Weaving Machine Setters, Operators, and Tenders earns -$1,440(-4%) vs Machine Feeders and Offbearers
Machine Feeders and OffbearersTextile Knitting and Weaving Machine Setters, Operators, and Tenders
10th
$31,480$29,640
25th
$36,020$34,530
Median
$39,700$38,260
75th
$48,220$44,180
90th
$57,010$48,070

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Machine Feeders and Offbearers2028–2035
Textile Knitting and Weaving Machine Setters, Operators, and Tenders2028–2035
20242030203520402045

Textile Knitting and Weaving Machine Setters, Operators, and Tenders 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%)

Machine Feeders and Offbearers

$19,350

from $39,700

Textile Knitting and Weaving Machine Setters, Operators, and Tenders

$22,141

from $38,260

After adjusting for AI risk, Textile Knitting and Weaving Machine Setters, Operators, and Tenders offers $2,791 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Machine

0

Unique to Textile

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Decision Complexity
Creativity
Machine Feeders and OffbearersTextile Knitting and Weaving Machine Setters, Operators, and Tenders
Find transitions from Machine Feeders and OffbearersFind transitions from Textile Knitting and Weaving Machine Setters, Operators, and Tenders