Takeover Tracker

vs

65 shared · 14 different

core competencies

Side-by-Side Comparison

MetricGeoscientists, Except Hydrologists and GeographersSoil and Plant Scientists
Risk Score28.9%27.3%
Risk TierMedium RiskMedium Risk
Risk Percentile33th26th
Tasks at Risk (>50%)5 / 153 / 15
Median Salary$99,240$71,410
Employment23K17K

Skill Comparison

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Sorted by largest difference

Biology
Education and Training
Physics
Geography
Engineering and Technology
Training and Teaching Others
Provide Consultation and Advice to Others
Performing General Physical Activities
Active LearningAI-Augmented
Organizing, Planning, and Prioritizing Work
Customer and Personal Service
Scheduling Work and Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Geoscientists, Except Hydrologists and Geographers

32%

total discount

Soil and Plant Scientists

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Geoscientists, Except Hydrologists and Geographers

5 of 15 at risk
84%Review environmental, historical, or technical reports and publications for accuracy.
53%Analyze and interpret geological, geochemical, or geophysical information from sources such as survey data, well logs, bore holes, or aerial photos.
51%Study historical climate change indicators found in locations such as ice sheets or rock formations to develop climate change models.
51%Identify new sources of platinum group elements for industrial applications, such as automotive fuel cells or pollution abatement systems.
51%Locate potential sources of geothermal energy.

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.

Wage Comparison

Soil and Plant Scientists earns -$27,830(-28%) vs Geoscientists, Except Hydrologists and Geographers
Geoscientists, Except Hydrologists and GeographersSoil and Plant Scientists
10th
$58,790$45,320
25th
$72,440$57,950
Median
$99,240$71,410
75th
$134,350$98,110
90th
$178,880$131,440

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