Medical Scientists, Except Epidemiologists vs Geneticists AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Medical Scientists, Except Epidemiologists

66 shared · 14 different

core competencies

medium risk

Geneticists

Side-by-Side Comparison

Medical Scientists, Except Epidemiologists leads 5–0

Metric	Medical Scientists, Except Epidemiologists	Geneticists
Risk Score	30.2%	30.4%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	40th	41th
Tasks at Risk (>50%)	4 / 14	6 / 15
Median Salary	$100,590	$93,330
Employment	156K	60K

Skill Comparison

Sorted by largest difference

Evaluating Information to Determine Compliance with Standards

Judging the Qualities of Things, Services, or People

Monitor Processes, Materials, or Surroundings

Training and Teaching Others

Guiding, Directing, and Motivating Subordinates

Staffing Organizational Units

Estimating the Quantifiable Characteristics of Products, Events, or Information

Identifying Objects, Actions, and Events

Originality

Chemistry

Fluency of Ideas

Medicine and Dentistry

Protective Factors

Higher values indicate stronger protection against AI displacement

Medical Scientists, Except Epidemiologists

35%

total discount

Geneticists

35%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Geneticists

6 of 15 at risk

86%Maintain laboratory notebooks that record research methods, procedures, and results.

57%Extract deoxyribonucleic acid (DNA) or perform diagnostic tests involving processes such as gel electrophoresis, Southern blot analysis, and polymerase chain reaction analysis.

55%Create or use statistical models for the analysis of genetic data.

51%Prepare results of experimental findings for presentation at professional conferences or in scientific journals.

51%Attend clinical and research conferences and read scientific literature to keep abreast of technological advances and current genetic research findings.

Wage Comparison

Geneticists earns -$7,260(-7%) vs Medical Scientists, Except Epidemiologists

Medical Scientists, Except EpidemiologistsGeneticists

10th

$61,860$54,500

25th

$77,260$67,950

Median

$100,590$93,330

75th

$133,870$121,350

90th

$168,210$159,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Medical Scientists, Except Epidemiologists2028–2035

Geneticists2028–2035

20242030203520402045

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

Risk-Adjusted Salary

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

Medical Scientists, Except Epidemiologists

$70,202

from $100,590

Geneticists

$64,958

from $93,330

After adjusting for AI risk, Medical Scientists, Except Epidemiologists offers $5,244 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Medical

Unique to Geneticists

Combined Protection Strategy

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

Regulatory Barriers

Creativity

Social Intelligence

Fine Manipulation

Medical Scientists, Except EpidemiologistsGeneticists

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