Takeover Tracker
38%medium risk
Meat, Poultry, and Fish Cutters and Trimmers
vs

50 shared · 12 different

core competencies

45%medium risk
Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

Side-by-Side Comparison

MetricMeat, Poultry, and Fish Cutters and TrimmersFurnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Risk Score37.7%45.4%
Risk TierMedium RiskMedium Risk
Risk Percentile74th92th
Tasks at Risk (>50%)7 / 1410 / 15
Median Salary$37,700$47,010
Employment141K16K

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Transportation
Production and Processing
Operation Monitoring
Controlling Machines and Processes
Monitor Processes, Materials, or Surroundings
Operating Vehicles, Mechanized Devices, or Equipment
Administration and Management
Operation and Control
Perceptual Speed
Evaluating Information to Determine Compliance with Standards
Reading ComprehensionAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Meat, Poultry, and Fish Cutters and Trimmers

28%

total discount

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

25%

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.

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

10 of 15 at risk
88%Record gauge readings, test results, and shift production in log books.
87%Calculate amounts of materials to be loaded into furnaces, adjusting amounts as necessary for specific conditions.
86%Monitor equipment operation, gauges, and panel lights to detect deviations from standards.
86%Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules.
85%Melt or refine metal before casting, calculating required temperatures, and observe metal color, adjusting controls as necessary to maintain required temperatures.

Wage Comparison

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders earns +$9,310(+25%) vs Meat, Poultry, and Fish Cutters and Trimmers
Meat, Poultry, and Fish Cutters and TrimmersFurnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
10th
$29,200$35,010
25th
$34,050$39,250
Median
$37,700$47,010
75th
$43,450$57,840
90th
$48,680$66,190

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Meat, Poultry, and Fish Cutters and Trimmers2028–2035
Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders2028–2035
20242030203520402045

Meat, Poultry, and Fish Cutters and Trimmers has a longer runway before significant displacement, projected 0 years later than Furnace, Kiln, Oven, Drier, and Kettle 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

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

$25,691

from $47,010

After adjusting for AI risk, Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders offers $2,196 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Meat,

0

Unique to Furnace,

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Creativity
Decision Complexity
Meat, Poultry, and Fish Cutters and TrimmersFurnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Find transitions from Meat, Poultry, and Fish Cutters and TrimmersFind transitions from Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders