Takeover Tracker
27%medium risk
Natural Sciences Managers
vs

66 shared · 14 different

core competencies

30%medium risk
Medical Scientists, Except Epidemiologists

Side-by-Side Comparison

MetricNatural Sciences ManagersMedical Scientists, Except Epidemiologists
Risk Score27.3%30.2%
Risk TierMedium RiskMedium Risk
Risk Percentile26th40th
Tasks at Risk (>50%)3 / 154 / 14
Median Salary$161,180$100,590
Employment101K156K

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

Natural Sciences Managers

32%

total discount

Medical Scientists, Except Epidemiologists

35%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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 -$60,590(-38%) vs Natural Sciences Managers
Natural Sciences ManagersMedical Scientists, Except Epidemiologists
10th
$79,830$61,860
25th
$114,110$77,260
Median
$161,180$100,590
75th
$214,820$133,870
90th
$239,200$168,210

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Natural Sciences Managers2028–2035
Medical Scientists, Except Epidemiologists2028–2035
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%)

Natural Sciences Managers

$117,258

from $161,180

Medical Scientists, Except Epidemiologists

$70,202

from $100,590

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 Natural

0

Unique to Medical

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Decision Complexity
Creativity
Natural Sciences ManagersMedical Scientists, Except Epidemiologists
Find transitions from Natural Sciences ManagersFind transitions from Medical Scientists, Except Epidemiologists