Takeover Tracker
32%medium risk
Hydrologists
vs

59 shared · 20 different

core competencies

33%medium risk
Atmospheric and Space Scientists

Side-by-Side Comparison

MetricHydrologistsAtmospheric and Space Scientists
Risk Score31.9%33.1%
Risk TierMedium RiskMedium Risk
Risk Percentile50th57th
Tasks at Risk (>50%)7 / 157 / 15
Median Salary$92,060$97,450
Employment6K9K

Skill Comparison

|

Sorted by largest difference

Engineering and Technology
Communications and Media
Evaluating Information to Determine Compliance with Standards
Documenting/Recording Information
Developing Objectives and Strategies
MathematicsAI-Vulnerable
Monitor Processes, Materials, or Surroundings
Customer and Personal Service
Analyzing Data or Information
Chemistry
Guiding, Directing, and Motivating Subordinates
Performing for or Working Directly with the Public

Protective Factors

Higher values indicate stronger protection against AI displacement

Hydrologists

32%

total discount

Atmospheric and Space Scientists

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Hydrologists

7 of 15 at risk
86%Measure and graph phenomena such as lake levels, stream flows, and changes in water volumes.
59%Prepare reports or presentations describing research results, using illustrations, maps, appendices, and other information.
55%Develop computer models for hydrologic predictions.
51%Conduct research and communicate information to promote the conservation and preservation of water resources.
51%Study public water supply issues, including flood and drought risks, water quality, wastewater, and impacts on wetland habitats.

Atmospheric and Space Scientists

7 of 15 at risk
72%Prepare weather reports or maps for analysis, distribution, or use in weather broadcasts, using computer graphics.
69%Gather data from sources such as surface or upper air stations, satellites, weather bureaus, or radar for use in meteorological reports or forecasts.
61%Develop or use mathematical or computer models for weather forecasting.
59%Conduct numerical simulations of climate conditions to understand and predict global or regional weather patterns.
57%Develop computer programs to collect meteorological data or to present meteorological information.

Wage Comparison

Atmospheric and Space Scientists earns +$5,390(+6%) vs Hydrologists
HydrologistsAtmospheric and Space Scientists
10th
$60,010$49,990
25th
$73,330$69,440
Median
$92,060$97,450
75th
$114,940$128,940
90th
$139,420$160,710

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Hydrologists2028–2035
Atmospheric and Space Scientists2028–2035
20242030203520402045

Hydrologists has a longer runway before significant displacement, projected 0 years later than Atmospheric and Space Scientists.

Risk-Adjusted Salary

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

Hydrologists

$62,739

from $92,060

Atmospheric and Space Scientists

$65,233

from $97,450

After adjusting for AI risk, Atmospheric and Space Scientists offers $2,494 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Hydrologists

0

Unique to Atmospheric

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Creativity
Social Intelligence
HydrologistsAtmospheric and Space Scientists
Find transitions from HydrologistsFind transitions from Atmospheric and Space Scientists