Takeover Tracker
32%medium risk
Animal Breeders
vs

38 shared · 13 different

core competencies

23%low risk
Automotive Glass Installers and Repairers

Side-by-Side Comparison

MetricAnimal BreedersAutomotive Glass Installers and Repairers
Risk Score32.4%22.6%
Risk TierMedium RiskLow Risk
Risk Percentile53th13th
Tasks at Risk (>50%)6 / 153 / 15
Median Salary$52,000$47,260
Employment2K19K

Skill Comparison

|

Sorted by largest difference

Sales and Marketing
Performing for or Working Directly with the Public
Identifying Objects, Actions, and Events
Thinking Creatively
MathematicsAI-Vulnerable
Operating Vehicles, Mechanized Devices, or Equipment
Handling and Moving Objects
Administration and Management
Mechanical
Establishing and Maintaining Interpersonal Relationships
Documenting/Recording Information
Monitor Processes, Materials, or Surroundings

Protective Factors

Higher values indicate stronger protection against AI displacement

Animal Breeders

25%

total discount

Automotive Glass Installers and Repairers

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Animal Breeders

6 of 15 at risk
86%Purchase and stock supplies of feed and medicines.
86%Maintain logs of semen specimens used and animals bred.
86%Record animal characteristics such as weights, growth patterns, and diets.
69%Adjust controls to maintain specific building temperatures required for animals' health and safety.
55%Select animals to be bred, and semen specimens to be used, according to knowledge of animals, genealogies, traits, and desired offspring characteristics.

Automotive Glass Installers and Repairers

3 of 15 at risk
86%Allow all glass parts installed with urethane ample time to cure, taking temperature and humidity into account.
84%Select appropriate tools, safety equipment, and parts, according to job requirements.
74%Obtain windshields or windows for specific automobile makes and models from stock and examine them for defects prior to installation.
39%Prime all scratches on pinchwelds with primer and allow to dry.
39%Remove all dirt, foreign matter, and loose glass from damaged areas, apply primer along windshield or window edges, and allow primer to dry.

Wage Comparison

Automotive Glass Installers and Repairers earns -$4,740(-9%) vs Animal Breeders
Animal BreedersAutomotive Glass Installers and Repairers
10th
$37,130$35,080
25th
$43,310$39,990
Median
$52,000$47,260
75th
$59,630$58,160
90th
$89,970$67,480

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Animal Breeders2028–2035
Automotive Glass Installers and Repairers2028–2035
20242030203520402045

Automotive Glass Installers and Repairers has a longer runway before significant displacement, projected 0 years later than Animal Breeders.

Risk-Adjusted Salary

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

Animal Breeders

$35,162

from $52,000

Automotive Glass Installers and Repairers

$36,575

from $47,260

After adjusting for AI risk, Automotive Glass Installers and Repairers offers $1,412 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Animal

0

Unique to Automotive

Combined Protection Strategy

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

Regulatory Barriers
Decision Complexity
Creativity
Fine Manipulation
Animal BreedersAutomotive Glass Installers and Repairers
Find transitions from Animal BreedersFind transitions from Automotive Glass Installers and Repairers