Takeover Tracker
vs

45 shared · 18 different

core competencies

Side-by-Side Comparison

MetricMeat, Poultry, and Fish Cutters and TrimmersGrinding and Polishing Workers, Hand
Risk Score37.7%37.8%
Risk TierMedium RiskMedium Risk
Risk Percentile74th75th
Tasks at Risk (>50%)7 / 146 / 15
Median Salary$37,700$41,690
Employment141K12K

Skill Comparison

|

Sorted by largest difference

Identifying Objects, Actions, and Events
Controlling Machines and Processes
Personnel and Human Resources
Production and Processing
Transportation
MathematicsAI-Vulnerable
Public Safety and Security
Assisting and Caring for Others
Administration and Management
Finger Dexterity
Quality Control Analysis
Analyzing Data or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Meat, Poultry, and Fish Cutters and Trimmers

28%

total discount

Grinding and Polishing Workers, Hand

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.

Grinding and Polishing Workers, Hand

6 of 15 at risk
89%Record product and processing data on specified forms.
85%Study blueprints or layouts to determine how to lay out workpieces or saw out templates.
81%Mark defects, such as knotholes, cracks, and splits, for repair.
77%Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.
77%Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.

Wage Comparison

Grinding and Polishing Workers, Hand earns +$3,990(+11%) vs Meat, Poultry, and Fish Cutters and Trimmers
Meat, Poultry, and Fish Cutters and TrimmersGrinding and Polishing Workers, Hand
10th
$29,200$32,120
25th
$34,050$36,660
Median
$37,700$41,690
75th
$43,450$48,410
90th
$48,680$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Meat, Poultry, and Fish Cutters and Trimmers20282035
Grinding and Polishing Workers, Hand20282035
20242030203520402045

Meat, Poultry, and Fish Cutters and Trimmers has a longer runway before significant displacement, projected 0 years later than Grinding and Polishing Workers, Hand.

Risk-Adjusted Salary

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

Meat, Poultry, and Fish Cutters and Trimmers

$23,495

from $37,700

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Grinding and Polishing Workers, Hand offers $2,420 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Meat,

0

Unique to Grinding

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Social Intelligence
Decision Complexity
Meat, Poultry, and Fish Cutters and TrimmersGrinding and Polishing Workers, Hand