Takeover Tracker
vs

48 shared · 24 different

core competencies

34%medium risk
Geographers

Side-by-Side Comparison

MetricAtmospheric, Earth, Marine, and Space Sciences Teachers, PostsecondaryGeographers
Risk Score31.6%34.2%
Risk TierMedium RiskMedium Risk
Risk Percentile48th63th
Tasks at Risk (>50%)8 / 156 / 12
Median Salary$101,390$97,200
Employment11K1K

Skill Comparison

|

Sorted by largest difference

Geography
Physics
Thinking Creatively
History and Archeology
Scheduling Work and Activities
Developing Objectives and Strategies
Making Decisions and Solving Problems
Interacting With Computers
MathematicsAI-Vulnerable
Updating and Using Relevant Knowledge
Education and Training
Speech Clarity

Protective Factors

Higher values indicate stronger protection against AI displacement

Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary

31%

total discount

Geographers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary

8 of 15 at risk
86%Maintain student attendance records, grades, and other required records.
74%Purchase and maintain equipment to support research projects.
72%Compile, administer, and grade examinations, or assign this work to others.
66%Evaluate and grade students' class work, assignments, and papers.
54%Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.

Geographers

6 of 12 at risk
85%Provide geographical information systems support to the private and public sectors.
68%Gather and compile geographic data from sources including censuses, field observations, satellite imagery, aerial photographs, and existing maps.
67%Locate and obtain existing geographic information databases.
52%Write and present reports of research findings.
51%Create and modify maps, graphs, or diagrams, using geographical information software and related equipment, and principles of cartography, such as coordinate systems, longitude, latitude, elevation, topography, and map scales.

Wage Comparison

Geographers earns -$4,190(-4%) vs Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary
Atmospheric, Earth, Marine, and Space Sciences Teachers, PostsecondaryGeographers
10th
$53,310$62,390
25th
$66,620$75,590
Median
$101,390$97,200
75th
$135,500$117,190
90th
$199,260$133,680

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary20282035
Geographers20282035
20242030203520402045

Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary has a longer runway before significant displacement, projected 0 years later than Geographers.

Risk-Adjusted Salary

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

Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary

$69,361

from $101,390

Geographers

$63,938

from $97,200

After adjusting for AI risk, Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary offers $5,423 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Atmospheric,

0

Unique to Geographers

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Decision Complexity
Creativity
Atmospheric, Earth, Marine, and Space Sciences Teachers, PostsecondaryGeographers