Takeover Tracker

Side-by-Side Comparison

MetricCleaning, Washing, and Metal Pickling Equipment Operators and TendersCutting and Slicing Machine Setters, Operators, and Tenders
Risk Score46.0%40.0%
Risk TierMedium RiskMedium Risk
Risk Percentile93th81th
Tasks at Risk (>50%)6 / 119 / 15
Median Salary$41,460$45,700
Employment14K48K

Skill Comparison

|

Sorted by largest difference

Quality Control Analysis
Documenting/Recording Information
Rate Control
Visualization
Reaction Time
Finger Dexterity
Establishing and Maintaining Interpersonal Relationships
Equipment MaintenanceAI-Resistant
Guiding, Directing, and Motivating Subordinates
Control Precision
Operation Monitoring
Depth Perception

Protective Factors

Higher values indicate stronger protection against AI displacement

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

25%

total discount

Cutting and Slicing Machine Setters, Operators, and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

6 of 11 at risk
88%Record gauge readings, materials used, processing times, or test results in production logs.
85%Observe machine operations, gauges, or thermometers, and adjust controls to maintain specified conditions.
85%Set controls to regulate temperature and length of cycles, and start conveyors, pumps, agitators, and machines.
74%Draw samples for laboratory analysis, or test solutions for conformance to specifications, such as acidity or specific gravity.
53%Examine and inspect machines to detect malfunctions.

Cutting and Slicing Machine Setters, Operators, and Tenders

9 of 15 at risk
86%Maintain production records, such as quantities, types, and dimensions of materials produced.
84%Monitor operation of cutting or slicing machines to detect malfunctions or to determine whether supplies need replenishment.
77%Examine, measure, and weigh materials or products to verify conformance to specifications, using measuring devices, such as rulers, micrometers, or scales.
60%Review work orders, blueprints, specifications, or job samples to determine components, settings, and adjustments for cutting and slicing machines.
53%Stack and sort cut material for packaging, further processing, or shipping, according to types and sizes of material.

Wage Comparison

Cutting and Slicing Machine Setters, Operators, and Tenders earns +$4,240(+10%) vs Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
Cleaning, Washing, and Metal Pickling Equipment Operators and TendersCutting and Slicing Machine Setters, Operators, and Tenders
10th
$32,770$34,890
25th
$37,140$38,540
Median
$41,460$45,700
75th
$48,280$52,000
90th
$56,590$60,430

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders20282035
Cutting and Slicing Machine Setters, Operators, and Tenders20282035
20242030203520402045

Cutting and Slicing Machine Setters, Operators, and Tenders has a longer runway before significant displacement, projected 0 years later than Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders.

Risk-Adjusted Salary

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

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

$22,376

from $41,460

Cutting and Slicing Machine Setters, Operators, and Tenders

$27,397

from $45,700

After adjusting for AI risk, Cutting and Slicing Machine Setters, Operators, and Tenders offers $5,021 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Cleaning,

0

Unique to Cutting

Combined Protection Strategy

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

Fine Manipulation
Creativity
Regulatory Barriers
Decision Complexity
Cleaning, Washing, and Metal Pickling Equipment Operators and TendersCutting and Slicing Machine Setters, Operators, and Tenders