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

50 shared · 30 different

core competencies

39%medium risk
Regulatory Affairs Specialists

Side-by-Side Comparison

MetricMedical Scientists, Except EpidemiologistsRegulatory Affairs Specialists
Risk Score30.2%39.3%
Risk TierMedium RiskMedium Risk
Risk Percentile40th79th
Tasks at Risk (>50%)4 / 1410 / 15
Median Salary$100,590$78,420
Employment156K398K

Skill Comparison

|

Sorted by largest difference

Biology
Monitor Processes, Materials, or Surroundings
Analyzing Data or Information
Thinking Creatively
Chemistry
Judging the Qualities of Things, Services, or People
Medicine and Dentistry
Law and Government
Inductive Reasoning
Identifying Objects, Actions, and Events
Estimating the Quantifiable Characteristics of Products, Events, or Information
Performing Administrative Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Medical Scientists, Except Epidemiologists

35%

total discount

Regulatory Affairs Specialists

31%

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.

Regulatory Affairs Specialists

10 of 15 at risk
87%Maintain current knowledge base of existing and emerging regulations, standards, or guidance documents.
86%Monitor national or international legislation on ozone-depleting substances or global warming.
84%Review product promotional materials, labeling, batch records, specification sheets, or test methods for compliance with applicable regulations and policies.
82%Prepare or maintain technical files as necessary to obtain and sustain product approval.
76%Obtain clearances for the use of recycled plastics in product packaging.

Wage Comparison

Regulatory Affairs Specialists earns -$22,170(-22%) vs Medical Scientists, Except Epidemiologists
Medical Scientists, Except EpidemiologistsRegulatory Affairs Specialists
10th
$61,860$46,230
25th
$77,260$59,130
Median
$100,590$78,420
75th
$133,870$104,800
90th
$168,210$130,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Medical Scientists, Except Epidemiologists2028–2035
Regulatory Affairs Specialists2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Medical Scientists, Except Epidemiologists

$70,202

from $100,590

Regulatory Affairs Specialists

$47,585

from $78,420

After adjusting for AI risk, Medical Scientists, Except Epidemiologists offers $22,617 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Medical

0

Unique to Regulatory

Combined Protection Strategy

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

Fine Manipulation
Creativity
Decision Complexity
Social Intelligence
Medical Scientists, Except EpidemiologistsRegulatory Affairs Specialists
Find transitions from Medical Scientists, Except EpidemiologistsFind transitions from Regulatory Affairs Specialists