Takeover Tracker
47%medium risk
Packaging and Filling Machine Operators and Tenders
vs

62 shared · 7 different

core competencies

44%medium risk
Mixing and Blending Machine Setters, Operators, and Tenders

Side-by-Side Comparison

MetricPackaging and Filling Machine Operators and TendersMixing and Blending Machine Setters, Operators, and Tenders
Risk Score47.5%44.2%
Risk TierMedium RiskMedium Risk
Risk Percentile95th90th
Tasks at Risk (>50%)13 / 1512 / 15
Median Salary$40,900$47,680
Employment384K101K

Skill Comparison

|

Sorted by largest difference

Chemistry
Updating and Using Relevant Knowledge
Thinking Creatively
Customer and Personal Service
Organizing, Planning, and Prioritizing Work
Education and Training
Operation and Control

Protective Factors

Higher values indicate stronger protection against AI displacement

Packaging and Filling Machine Operators and Tenders

26%

total discount

Mixing and Blending 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.

Mixing and Blending Machine Setters, Operators, and Tenders

12 of 15 at risk
84%Observe production or monitor equipment to ensure safe and efficient operation.
78%Test samples of materials or products to ensure compliance with specifications, using test equipment.
65%Mix or blend ingredients by starting machines and mixing for specified times.
64%Read work orders to determine production specifications or information.
63%Weigh or measure materials, ingredients, or products to ensure conformance to requirements.

Wage Comparison

Mixing and Blending Machine Setters, Operators, and Tenders earns +$6,780(+17%) vs Packaging and Filling Machine Operators and Tenders
Packaging and Filling Machine Operators and TendersMixing and Blending Machine Setters, Operators, and Tenders
10th
$31,890$35,000
25th
$36,250$39,800
Median
$40,900$47,680
75th
$48,440$57,940
90th
$58,910$67,570

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Packaging and Filling Machine Operators and Tenders2028–2035
Mixing and Blending Machine Setters, Operators, and Tenders2028–2035
20242030203520402045

Mixing and Blending 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

Mixing and Blending Machine Setters, Operators, and Tenders

$26,601

from $47,680

After adjusting for AI risk, Mixing and Blending Machine Setters, Operators, and Tenders offers $5,112 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Packaging

0

Unique to Mixing

Combined Protection Strategy

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

Social Intelligence
Decision Complexity
Creativity
Fine Manipulation
Packaging and Filling Machine Operators and TendersMixing and Blending Machine Setters, Operators, and Tenders
Find transitions from Packaging and Filling Machine Operators and TendersFind transitions from Mixing and Blending Machine Setters, Operators, and Tenders
Packaging and Filling Machine Operators and Tenders vs Mixing and Blending Machine Setters, Operators, and Tenders AI Risk — Takeover Tracker