Takeover Tracker

vs

69 shared · 9 different

core competencies

30%medium risk
Epidemiologists

Side-by-Side Comparison

MetricSoil and Plant ScientistsEpidemiologists
Risk Score27.3%29.8%
Risk TierMedium RiskMedium Risk
Risk Percentile26th38th
Tasks at Risk (>50%)3 / 154 / 15
Median Salary$71,410$83,980
Employment17K11K

Skill Comparison

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Sorted by largest difference

Education and Training
Biology
Provide Consultation and Advice to Others
Scheduling Work and Activities
Communicating with Persons Outside Organization
Social PerceptivenessAI-Resistant
CoordinationAI-Resistant
Problem Sensitivity
Monitoring and Controlling Resources

Protective Factors

Higher values indicate stronger protection against AI displacement

Soil and Plant Scientists

32%

total discount

Epidemiologists

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Soil and Plant Scientists

3 of 15 at risk
52%Develop new or improved methods or products for controlling or eliminating weeds, crop diseases, or insect pests.
51%Develop environmentally safe methods or products for controlling or eliminating weeds, crop diseases, or insect pests.
50%Conduct research to determine best methods of planting, spraying, cultivating, harvesting, storing, processing, or transporting horticultural products.
49%Identify or classify species of insects or allied forms, such as mites or spiders.
49%Conduct experiments to develop new or improved varieties of field crops, focusing on characteristics such as yield, quality, disease resistance, nutritional value, or adaptation to specific soils or climates.

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.

Wage Comparison

Epidemiologists earns +$12,570(+18%) vs Soil and Plant Scientists
Soil and Plant ScientistsEpidemiologists
10th
$45,320$56,950
25th
$57,950$68,040
Median
$71,410$83,980
75th
$98,110$106,040
90th
$131,440$134,860

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Combined protective factor strategy
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