Takeover Tracker

vs

50 shared · 30 different

core competencies

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

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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

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Medical Scientists, Except Epidemiologists: Not yetRegulatory Affairs Specialists: Not yet