Takeover Tracker

Side-by-Side Comparison

MetricPackaging and Filling Machine Operators and TendersCutting and Slicing Machine Setters, Operators, and Tenders
Risk Score47.5%40.0%
Risk TierMedium RiskMedium Risk
Risk Percentile95th81th
Tasks at Risk (>50%)13 / 159 / 15
Median Salary$40,900$45,700
Employment384K48K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Thinking Creatively
Quality Control Analysis
Public Safety and Security
Customer and Personal Service
Performing General Physical Activities
Updating and Using Relevant Knowledge
Provide Consultation and Advice to Others
Mechanical
Education and Training
Depth Perception
Operation and Control

Protective Factors

Higher values indicate stronger protection against AI displacement

Packaging and Filling Machine Operators and Tenders

26%

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

Packaging and Filling Machine Operators and Tenders

13 of 15 at risk
87%Regulate machine flow, speed, or temperature.
86%Observe machine operations to ensure quality and conformity of filled or packaged products to standards.
84%Monitor the production line, watching for problems such as pile-ups, jams, or glue that isn't sticking properly.
69%Package the product in the form in which it will be sent out, for example, filling bags with flour from a chute or spout.
67%Sort, grade, weigh, and inspect products, verifying and adjusting product weight or measurement to meet specifications.

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 +$4,800(+12%) vs Packaging and Filling Machine Operators and Tenders
Packaging and Filling Machine Operators and TendersCutting and Slicing Machine Setters, Operators, and Tenders
10th
$31,890$34,890
25th
$36,250$38,540
Median
$40,900$45,700
75th
$48,440$52,000
90th
$58,910$60,430

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Packaging and Filling Machine 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 Packaging and Filling Machine Operators and Tenders.

Risk-Adjusted Salary

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

Packaging and Filling Machine Operators and Tenders

$21,489

from $40,900

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 $5,908 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Packaging

0

Unique to Cutting

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Decision Complexity
Packaging and Filling Machine Operators and TendersCutting and Slicing Machine Setters, Operators, and Tenders