Takeover Tracker
vs

54 shared · 11 different

core competencies

Side-by-Side Comparison

MetricMeat, Poultry, and Fish Cutters and TrimmersPackaging and Filling Machine Operators and Tenders
Risk Score37.7%47.5%
Risk TierMedium RiskMedium Risk
Risk Percentile74th95th
Tasks at Risk (>50%)7 / 1413 / 15
Median Salary$37,700$40,900
Employment141K384K

Skill Comparison

|

Sorted by largest difference

Food Production
Transportation
Personnel and Human Resources
MathematicsAI-Vulnerable
Operating Vehicles, Mechanized Devices, or Equipment
Developing and Building Teams
Operation Monitoring
Administration and Management
Thinking Creatively
Monitor Processes, Materials, or Surroundings
Perceptual Speed

Protective Factors

Higher values indicate stronger protection against AI displacement

Meat, Poultry, and Fish Cutters and Trimmers

28%

total discount

Packaging and Filling Machine Operators and Tenders

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Meat, Poultry, and Fish Cutters and Trimmers

7 of 14 at risk
86%Weigh meats and tag containers for weight and contents.
63%Produce hamburger meat and meat trimmings.
61%Prepare sausages, luncheon meats, hot dogs, and other fabricated meat products, using meat trimmings and hamburger meat.
59%Obtain and distribute specified meat or carcass.
57%Separate meats and byproducts into specified containers and seal containers.

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.

Wage Comparison

Packaging and Filling Machine Operators and Tenders earns +$3,200(+8%) vs Meat, Poultry, and Fish Cutters and Trimmers
Meat, Poultry, and Fish Cutters and TrimmersPackaging and Filling Machine Operators and Tenders
10th
$29,200$31,890
25th
$34,050$36,250
Median
$37,700$40,900
75th
$43,450$48,440
90th
$48,680$58,910

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Meat, Poultry, and Fish Cutters and Trimmers20282035
Packaging and Filling Machine Operators and Tenders20282035
20242030203520402045

Meat, Poultry, and Fish Cutters and Trimmers 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%)

Meat, Poultry, and Fish Cutters and Trimmers

$23,495

from $37,700

Packaging and Filling Machine Operators and Tenders

$21,489

from $40,900

After adjusting for AI risk, Meat, Poultry, and Fish Cutters and Trimmers offers $2,006 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Meat,

0

Unique to Packaging

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Decision Complexity
Social Intelligence
Meat, Poultry, and Fish Cutters and TrimmersPackaging and Filling Machine Operators and Tenders