Takeover Tracker
38%medium risk
Grinding and Polishing Workers, Hand
vs

62 shared · 8 different

core competencies

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

Side-by-Side Comparison

MetricGrinding and Polishing Workers, HandTextile Cutting Machine Setters, Operators, and Tenders
Risk Score37.8%39.2%
Risk TierMedium RiskMedium Risk
Risk Percentile75th78th
Tasks at Risk (>50%)6 / 1510 / 15
Median Salary$41,690$37,940
Employment12K9K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Coordinating the Work and Activities of Others
Repairing and Maintaining Electronic Equipment
Controlling Machines and Processes
Communicating with Supervisors, Peers, or Subordinates
Performing Administrative Activities
Judging the Qualities of Things, Services, or People
Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Grinding and Polishing Workers, Hand

25%

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

Grinding and Polishing Workers, Hand

6 of 15 at risk
89%Record product and processing data on specified forms.
85%Study blueprints or layouts to determine how to lay out workpieces or saw out templates.
81%Mark defects, such as knotholes, cracks, and splits, for repair.
77%Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.
77%Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.

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 -$3,750(-9%) vs Grinding and Polishing Workers, Hand
Grinding and Polishing Workers, HandTextile Cutting Machine Setters, Operators, and Tenders
10th
$32,120$27,230
25th
$36,660$32,380
Median
$41,690$37,940
75th
$48,410$43,710
90th
$57,250$49,080

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Grinding and Polishing Workers, Hand2028–2035
Textile Cutting Machine Setters, Operators, and Tenders2028–2035
20242030203520402045

Grinding and Polishing Workers, Hand 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%)

Grinding and Polishing Workers, Hand

$25,915

from $41,690

Textile Cutting Machine Setters, Operators, and Tenders

$23,060

from $37,940

After adjusting for AI risk, Grinding and Polishing Workers, Hand offers $2,855 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Grinding

0

Unique to Textile

Combined Protection Strategy

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

Social Intelligence
Fine Manipulation
Decision Complexity
Regulatory Barriers
Grinding and Polishing Workers, HandTextile Cutting Machine Setters, Operators, and Tenders
Find transitions from Grinding and Polishing Workers, HandFind transitions from Textile Cutting Machine Setters, Operators, and Tenders