Takeover Tracker
30%medium risk
Medical Scientists, Except Epidemiologists
vs

66 shared · 14 different

core competencies

27%medium risk
Natural Sciences Managers

Side-by-Side Comparison

MetricMedical Scientists, Except EpidemiologistsNatural Sciences Managers
Risk Score30.2%27.3%
Risk TierMedium RiskMedium Risk
Risk Percentile40th26th
Tasks at Risk (>50%)4 / 143 / 15
Median Salary$100,590$161,180
Employment156K101K

Skill Comparison

|

Sorted by largest difference

Biology
Identifying Objects, Actions, and Events
Customer and Personal Service
Monitor Processes, Materials, or Surroundings
Analyzing Data or Information
Management of Personnel Resources
Chemistry
Communicating with Persons Outside Organization
Problem Sensitivity
Judging the Qualities of Things, Services, or People
Documenting/Recording Information
Assisting and Caring for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Medical Scientists, Except Epidemiologists

35%

total discount

Natural Sciences Managers

32%

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.

Natural Sciences Managers

3 of 15 at risk
84%Prepare and administer budgets, approve and review expenditures, and prepare financial reports.
53%Conduct own research in field of expertise.
52%Prepare project proposals.
49%Design or coordinate successive phases of problem analysis, solution proposals, or testing.
47%Develop or implement policies, standards, or procedures for the architectural, scientific, or technical work performed to ensure regulatory compliance or operations enhancement.

Wage Comparison

Natural Sciences Managers earns +$60,590(+60%) vs Medical Scientists, Except Epidemiologists
Medical Scientists, Except EpidemiologistsNatural Sciences Managers
10th
$61,860$79,830
25th
$77,260$114,110
Median
$100,590$161,180
75th
$133,870$214,820
90th
$168,210$239,200

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Medical Scientists, Except Epidemiologists2028–2035
Natural Sciences Managers2028–2035
20242030203520402045

Natural Sciences Managers 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%)

Medical Scientists, Except Epidemiologists

$70,202

from $100,590

Natural Sciences Managers

$117,258

from $161,180

After adjusting for AI risk, Natural Sciences Managers offers $47,057 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Medical

0

Unique to Natural

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Decision Complexity
Creativity
Medical Scientists, Except EpidemiologistsNatural Sciences Managers
Find transitions from Medical Scientists, Except EpidemiologistsFind transitions from Natural Sciences Managers