Takeover Tracker

Side-by-Side Comparison

MetricForeign Language and Literature Teachers, PostsecondaryAdult Basic and Secondary Education and Literacy Teachers and Instructors
Risk Score33.2%27.5%
Risk TierMedium RiskMedium Risk
Risk Percentile58th26th
Tasks at Risk (>50%)6 / 156 / 15
Median Salary$77,010$59,950
Employment21K36K

Skill Comparison

|

Sorted by largest difference

Training and Teaching Others
Analyzing Data or Information
Updating and Using Relevant Knowledge
Processing Information
Customer and Personal Service
Scheduling Work and Activities
Speech Clarity
Thinking Creatively
Judging the Qualities of Things, Services, or People
Getting Information
Education and Training
Coaching and Developing Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Foreign Language and Literature Teachers, Postsecondary

30%

total discount

Adult Basic and Secondary Education and Literacy Teachers and Instructors

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Foreign Language and Literature Teachers, Postsecondary

6 of 15 at risk
86%Maintain student attendance records, grades, and other required records.
84%Write letters of recommendation for students.
72%Compile, administer, and grade examinations, or assign this work to others.
68%Select and obtain materials and supplies, such as textbooks.
52%Plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.

Adult Basic and Secondary Education and Literacy Teachers and Instructors

6 of 15 at risk
84%Maintain accurate and complete student records as required by laws or administrative policies.
69%Assign and grade class work and homework.
63%Prepare and administer written, oral, and performance tests and issue grades in accordance with performance.
56%Prepare materials and classrooms for class activities.
55%Adapt teaching methods and instructional materials to meet students' varying needs, abilities, and interests.

Wage Comparison

Adult Basic and Secondary Education and Literacy Teachers and Instructors earns -$17,060(-22%) vs Foreign Language and Literature Teachers, Postsecondary
Foreign Language and Literature Teachers, PostsecondaryAdult Basic and Secondary Education and Literacy Teachers and Instructors
10th
$47,090$39,750
25th
$59,790$47,950
Median
$77,010$59,950
75th
$101,680$76,580
90th
$134,960$95,750

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Foreign Language and Literature Teachers, Postsecondary20282035
Adult Basic and Secondary Education and Literacy Teachers and Instructors20282035
20242030203520402045

Adult Basic and Secondary Education and Literacy Teachers and Instructors has a longer runway before significant displacement, projected 0 years later than Foreign Language and Literature Teachers, Postsecondary.

Risk-Adjusted Salary

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

Foreign Language and Literature Teachers, Postsecondary

$51,420

from $77,010

Adult Basic and Secondary Education and Literacy Teachers and Instructors

$43,488

from $59,950

After adjusting for AI risk, Foreign Language and Literature Teachers, Postsecondary offers $7,932 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Foreign

0

Unique to Adult

Combined Protection Strategy

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

Decision Complexity
Creativity
Fine Manipulation
Regulatory Barriers
Foreign Language and Literature Teachers, PostsecondaryAdult Basic and Secondary Education and Literacy Teachers and Instructors