Takeover Tracker
vs

63 shared · 16 different

core competencies

Side-by-Side Comparison

MetricAtmospheric and Space ScientistsGeospatial Information Scientists and Technologists
Risk Score33.1%34.4%
Risk TierMedium RiskMedium Risk
Risk Percentile57th64th
Tasks at Risk (>50%)7 / 157 / 15
Median Salary$97,450N/A
Employment9KN/A

Skill Comparison

|

Sorted by largest difference

Physics
Geography
Evaluating Information to Determine Compliance with Standards
Communicating with Persons Outside Organization
Communications and Media
Performing for or Working Directly with the Public
Estimating the Quantifiable Characteristics of Products, Events, or Information
Speech Clarity
Science
Interacting With Computers
Documenting/Recording Information
Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Atmospheric and Space Scientists

29%

total discount

Geospatial Information Scientists and Technologists

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Geospatial Information Scientists and Technologists

7 of 15 at risk
84%Create, edit, or analyze geospatial data, using Global Positioning Systems (GPS) or digitizing techniques.
66%Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.
64%Create, analyze, report, convert, or transfer data, using specialized applications program software.
53%Design, program, or model Geographic Information Systems (GIS) applications or procedures.
53%Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems.

Wage Comparison

Atmospheric and Space ScientistsGeospatial Information Scientists and Technologists
10th
$49,990N/A
25th
$69,440N/A
Median
$97,450N/A
75th
$128,940N/A
90th
$160,710N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Atmospheric and Space Scientists20282035
Geospatial Information Scientists and Technologists20282035
20242030203520402045

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

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Atmospheric

0

Unique to Geospatial

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Decision Complexity
Atmospheric and Space ScientistsGeospatial Information Scientists and Technologists