Animal Scientists vs Medical Scientists, Except Epidemiologists AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Animal Scientists

71 shared · 15 different

core competencies

medium risk

Medical Scientists, Except Epidemiologists

Side-by-Side Comparison

Animal Scientists leads 4–1

Metric	Animal Scientists	Medical Scientists, Except Epidemiologists
Risk Score	29.8%	30.2%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	38th	40th
Tasks at Risk (>50%)	3 / 9	4 / 14
Median Salary	$79,120	$100,590
Employment	2K	156K

Skill Comparison

Sorted by largest difference

Medicine and Dentistry

Performing for or Working Directly with the Public

Education and Training

Provide Consultation and Advice to Others

Monitor Processes, Materials, or Surroundings

Inspecting Equipment, Structures, or Material

Training and Teaching Others

Identifying Objects, Actions, and Events

MathematicsAI-Vulnerable

Assisting and Caring for Others

Evaluating Information to Determine Compliance with Standards

Interpreting the Meaning of Information for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Animal Scientists

33%

total discount

Medical Scientists, Except Epidemiologists

35%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Animal Scientists

3 of 9 at risk

55%Research and control animal selection and breeding practices to increase production efficiency and improve animal quality.

51%Study nutritional requirements of animals and nutritive values of animal feed materials.

51%Determine genetic composition of animal populations and heritability of traits, using principles of genetics.

47%Study effects of management practices, processing methods, feed, or environmental conditions on quality and quantity of animal products, such as eggs and milk.

47%Conduct research concerning animal nutrition, breeding, or management to improve products or processes.

Medical Scientists, Except Epidemiologists

4 of 14 at risk

55%Write applications for research grants.

52%Evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.

51%Write and publish articles in scientific journals.

51%Prepare and analyze organ, tissue, and cell samples to identify toxicity, bacteria, or microorganisms or to study cell structure.

49%Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.

Wage Comparison

Medical Scientists, Except Epidemiologists earns +$21,470(+27%) vs Animal Scientists

Animal ScientistsMedical Scientists, Except Epidemiologists

10th

$48,440$61,860

25th

$59,610$77,260

Median

$79,120$100,590

75th

$128,450$133,870

90th

$235,750$168,210

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Animal Scientists2028–2035

Medical Scientists, Except Epidemiologists2028–2035

20242030203520402045

Animal Scientists has a longer runway before significant displacement, projected 0 years later than Medical Scientists, Except Epidemiologists.

Risk-Adjusted Salary

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

Animal Scientists

$55,526

from $79,120

Medical Scientists, Except Epidemiologists

$70,202

from $100,590

After adjusting for AI risk, Medical Scientists, Except Epidemiologists offers $14,675 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Animal

Unique to Medical

Combined Protection Strategy

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

Regulatory Barriers

Social Intelligence

Fine Manipulation

Decision Complexity

Animal ScientistsMedical Scientists, Except Epidemiologists

Find transitions from Animal Scientists Find transitions from Medical Scientists, Except Epidemiologists