Takeover Tracker
vs

44 shared · 26 different

core competencies

32%medium risk
Tutors

Side-by-Side Comparison

MetricForeign Language and Literature Teachers, PostsecondaryTutors
Risk Score33.2%31.7%
Risk TierMedium RiskMedium Risk
Risk Percentile58th49th
Tasks at Risk (>50%)6 / 156 / 15
Median Salary$77,010$64,690
Employment21K125K

Skill Comparison

|

Sorted by largest difference

MathematicsAI-Vulnerable
Thinking Creatively
Analyzing Data or Information
Judging the Qualities of Things, Services, or People
Scheduling Work and Activities
Speech Clarity
Customer and Personal Service
History and Archeology
Speaking
WritingAI-Augmented
Philosophy and Theology
Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Foreign Language and Literature Teachers, Postsecondary

30%

total discount

Tutors

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.

Tutors

6 of 15 at risk
86%Schedule tutoring appointments with students or their parents.
70%Organize tutoring environment to promote productivity and learning.
70%Maintain records of students' assessment results, progress, feedback, or school performance, ensuring confidentiality of all records.
59%Prepare lesson plans or learning modules for tutoring sessions according to students' needs and goals.
52%Develop teaching or training materials, such as handouts, study materials, or quizzes.

Wage Comparison

Tutors earns -$12,320(-16%) vs Foreign Language and Literature Teachers, Postsecondary
Foreign Language and Literature Teachers, PostsecondaryTutors
10th
$47,090$33,280
25th
$59,790$46,700
Median
$77,010$64,690
75th
$101,680$93,180
90th
$134,960$116,690

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Foreign Language and Literature Teachers, Postsecondary20282035
Tutors20282035
20242030203520402045

Tutors 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

Tutors

$44,216

from $64,690

After adjusting for AI risk, Foreign Language and Literature Teachers, Postsecondary offers $7,204 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Foreign

0

Unique to Tutors

Combined Protection Strategy

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

Decision Complexity
Fine Manipulation
Creativity
Regulatory Barriers
Foreign Language and Literature Teachers, PostsecondaryTutors