Takeover Tracker
32%medium risk
Business Teachers, Postsecondary
vs

62 shared · 14 different

core competencies

33%medium risk
Geography Teachers, Postsecondary

Side-by-Side Comparison

MetricBusiness Teachers, PostsecondaryGeography Teachers, Postsecondary
Risk Score32.1%32.9%
Risk TierMedium RiskMedium Risk
Risk Percentile51th56th
Tasks at Risk (>50%)6 / 157 / 15
Median Salary$97,270$86,730
Employment82K3K

Skill Comparison

|

Sorted by largest difference

Geography
Economics and Accounting
Psychology
Customer and Personal Service
Communications and Media
Administration and Management
Education and Training
Selling or Influencing Others
Personnel and Human Resources
History and Archeology
Interpreting the Meaning of Information for Others
Law and Government

Protective Factors

Higher values indicate stronger protection against AI displacement

Business Teachers, Postsecondary

30%

total discount

Geography Teachers, Postsecondary

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Business Teachers, Postsecondary

6 of 15 at risk
87%Maintain student attendance records, grades, and other required records.
72%Compile, administer, and grade examinations, or assign this work to others.
68%Select and obtain materials and supplies, such as textbooks.
51%Plan, evaluate, and revise curricula, course content, and course materials and methods of instruction.
51%Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.

Geography Teachers, Postsecondary

7 of 15 at risk
87%Maintain student attendance records, grades, and other required records.
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.
52%Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.

Wage Comparison

Geography Teachers, Postsecondary earns -$10,540(-11%) vs Business Teachers, Postsecondary
Business Teachers, PostsecondaryGeography Teachers, Postsecondary
10th
$46,460$49,990
25th
$63,040$66,400
Median
$97,270$86,730
75th
$140,360$120,220
90th
$210,530$164,350

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Business Teachers, Postsecondary2028–2035
Geography Teachers, Postsecondary2028–2035
20242030203520402045

Business Teachers, Postsecondary has a longer runway before significant displacement, projected 0 years later than Geography Teachers, Postsecondary.

Risk-Adjusted Salary

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

Business Teachers, Postsecondary

$66,066

from $97,270

Geography Teachers, Postsecondary

$58,213

from $86,730

After adjusting for AI risk, Business Teachers, Postsecondary offers $7,853 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Business

0

Unique to Geography

Combined Protection Strategy

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

Regulatory Barriers
Social Intelligence
Fine Manipulation
Creativity
Business Teachers, PostsecondaryGeography Teachers, Postsecondary
Find transitions from Business Teachers, PostsecondaryFind transitions from Geography Teachers, Postsecondary