Takeover Tracker
28%medium risk
Helpers--Extraction Workers
vs

68 shared · 20 different

core competencies

39%medium risk
Textile Cutting Machine Setters, Operators, and Tenders

Side-by-Side Comparison

MetricHelpers--Extraction WorkersTextile Cutting Machine Setters, Operators, and Tenders
Risk Score27.9%39.2%
Risk TierMedium RiskMedium Risk
Risk Percentile29th78th
Tasks at Risk (>50%)3 / 1410 / 15
Median Salary$48,400$37,940
Employment7K9K

Skill Comparison

|

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Monitoring and Controlling Resources
Mechanical
Developing Objectives and Strategies
Assisting and Caring for Others
Repairing and Maintaining Mechanical Equipment
Estimating the Quantifiable Characteristics of Products, Events, or Information
Evaluating Information to Determine Compliance with Standards
Developing and Building Teams
Interpreting the Meaning of Information for Others
Coaching and Developing Others
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Helpers--Extraction Workers

30%

total discount

Textile Cutting Machine Setters, Operators, and Tenders

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Helpers--Extraction Workers

3 of 14 at risk
77%Observe and monitor equipment operation during the extraction process to detect any problems.
69%Collect and examine geological matter, using hand tools and testing devices.
53%Drive moving equipment to transport materials and parts to excavation sites.
49%Dig trenches.
45%Signal workers to start geological material extraction or boring.

Textile Cutting Machine Setters, Operators, and Tenders

10 of 15 at risk
88%Record information about work completed and machine settings.
84%Study guides, samples, charts, and specification sheets or confer with supervisors or engineering staff to determine set-up requirements.
63%Inspect products to ensure that the quality standards and specifications are met.
63%Inspect products to ensure that specifications are met and to determine whether machines require adjustment.
61%Place patterns on top of layers of fabric and cut fabric following patterns, using electric or manual knives, cutters, or computer numerically controlled cutting devices.

Wage Comparison

Textile Cutting Machine Setters, Operators, and Tenders earns -$10,460(-22%) vs Helpers--Extraction Workers
Helpers--Extraction WorkersTextile Cutting Machine Setters, Operators, and Tenders
10th
$35,770$27,230
25th
$39,980$32,380
Median
$48,400$37,940
75th
$57,560$43,710
90th
$68,240$49,080

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Helpers--Extraction Workers2028–2035
Textile Cutting Machine Setters, Operators, and Tenders2028–2035
20242030203520402045

Helpers--Extraction Workers has a longer runway before significant displacement, projected 0 years later than Textile Cutting Machine Setters, Operators, and Tenders.

Risk-Adjusted Salary

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

Helpers--Extraction Workers

$34,872

from $48,400

Textile Cutting Machine Setters, Operators, and Tenders

$23,060

from $37,940

After adjusting for AI risk, Helpers--Extraction Workers offers $11,812 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Helpers--Extraction

0

Unique to Textile

Combined Protection Strategy

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

Decision Complexity
Fine Manipulation
Social Intelligence
Creativity
Helpers--Extraction WorkersTextile Cutting Machine Setters, Operators, and Tenders
Find transitions from Helpers--Extraction WorkersFind transitions from Textile Cutting Machine Setters, Operators, and Tenders