Takeover Tracker
21%low risk
Veterinarians
vs

64 shared · 18 different

core competencies

25%low risk
Dermatologists

Side-by-Side Comparison

MetricVeterinariansDermatologists
Risk Score21.1%24.9%
Risk TierLow RiskLow Risk
Risk Percentile9th19th
Tasks at Risk (>50%)3 / 154 / 15
Median Salary$125,510N/A
Employment81KN/A

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Selling or Influencing Others
Science
Chemistry
Monitor Processes, Materials, or Surroundings
Psychology
Performing General Physical Activities
Training and Teaching Others
Updating and Using Relevant Knowledge
Sales and Marketing
Education and Training
Resolving Conflicts and Negotiating with Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Veterinarians

37%

total discount

Dermatologists

36%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Veterinarians

3 of 15 at risk
82%Attend lectures, conferences, or continuing education courses.
74%Establish or conduct quarantine or testing procedures that prevent the spread of diseases to other animals or to humans and that comply with applicable government regulations.
53%Drive mobile clinic vans to farms so that health problems can be treated or prevented.
47%Operate diagnostic equipment, such as radiographic or ultrasound equipment, and interpret the resulting images.
45%Inoculate animals against various diseases, such as rabies or distemper.

Dermatologists

4 of 15 at risk
86%Record patients' health histories.
54%Conduct complete skin examinations.
51%Refer patients to other specialists, as needed.
50%Recommend diagnostic tests based on patients' histories and physical examination findings.
49%Diagnose and treat pigmented lesions such as common acquired nevi, congenital nevi, dysplastic nevi, Spitz nevi, blue nevi, or melanoma.

Wage Comparison

VeterinariansDermatologists
10th
$70,350N/A
25th
$98,420N/A
Median
$125,510N/A
75th
$161,610N/A
90th
$212,890N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Veterinarians20282035
Dermatologists20282035
20242030203520402045

Veterinarians has a longer runway before significant displacement, projected 0 years later than Dermatologists.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Veterinarians

0

Unique to Dermatologists

Combined Protection Strategy

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

Creativity
Fine Manipulation
Social Intelligence
Decision Complexity
VeterinariansDermatologists