Takeover Tracker
30%medium risk
Epidemiologists
vs

69 shared · 14 different

core competencies

32%medium risk
Market Research Analysts and Marketing Specialists

Side-by-Side Comparison

MetricEpidemiologistsMarket Research Analysts and Marketing Specialists
Risk Score29.8%32.4%
Risk TierMedium RiskMedium Risk
Risk Percentile38th52th
Tasks at Risk (>50%)4 / 154 / 13
Median Salary$83,980$76,950
Employment11K861K

Skill Comparison

|

Sorted by largest difference

Science
Selling or Influencing Others
Customer and Personal Service
Training and Teaching Others
Problem Sensitivity
Identifying Objects, Actions, and Events
Communications and Media
Active LearningAI-Augmented
Judging the Qualities of Things, Services, or People
InstructingAI-Resistant
Clerical
CoordinationAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Epidemiologists

33%

total discount

Market Research Analysts and Marketing Specialists

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Epidemiologists

4 of 15 at risk
85%Monitor and report incidents of infectious diseases to local and state health agencies.
53%Write grant applications for funding epidemiologic research.
53%Write articles for publication in professional journals.
51%Provide expertise in the design, management and evaluation of study protocols and health status questionnaires, sample selection, and analysis.
49%Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.

Market Research Analysts and Marketing Specialists

4 of 13 at risk
71%Gather data on competitors and analyze their prices, sales, and method of marketing and distribution.
70%Monitor industry statistics and follow trends in trade literature.
55%Measure and assess customer and employee satisfaction.
50%Prepare reports of findings, illustrating data graphically and translating complex findings into written text.
49%Develop and implement procedures for identifying advertising needs.

Wage Comparison

Market Research Analysts and Marketing Specialists earns -$7,030(-8%) vs Epidemiologists
EpidemiologistsMarket Research Analysts and Marketing Specialists
10th
$56,950$42,070
25th
$68,040$56,220
Median
$83,980$76,950
75th
$106,040$104,870
90th
$134,860$144,610

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Epidemiologists2028–2035
Market Research Analysts and Marketing Specialists2028–2035
20242030203520402045

Epidemiologists has a longer runway before significant displacement, projected 0 years later than Market Research Analysts and Marketing Specialists.

Risk-Adjusted Salary

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

Epidemiologists

$58,954

from $83,980

Market Research Analysts and Marketing Specialists

$52,057

from $76,950

After adjusting for AI risk, Epidemiologists offers $6,897 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Epidemiologists

0

Unique to Market

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Decision Complexity
Creativity
EpidemiologistsMarket Research Analysts and Marketing Specialists
Find transitions from EpidemiologistsFind transitions from Market Research Analysts and Marketing Specialists