Takeover Tracker
32%medium risk
Vocational Education Teachers, Postsecondary
vs

56 shared · 15 different

core competencies

23%low risk
Preschool Teachers, Except Special Education

Side-by-Side Comparison

MetricVocational Education Teachers, PostsecondaryPreschool Teachers, Except Special Education
Risk Score31.7%23.2%
Risk TierMedium RiskLow Risk
Risk Percentile49th14th
Tasks at Risk (>50%)6 / 154 / 15
Median Salary$61,490$37,120
Employment111K445K

Skill Comparison

|

Sorted by largest difference

Education and Training
Handling and Moving Objects
Performing for or Working Directly with the Public
Training and Teaching Others
Coaching and Developing Others
Selling or Influencing Others
InstructingAI-Resistant
Coordinating the Work and Activities of Others
Guiding, Directing, and Motivating Subordinates
Judging the Qualities of Things, Services, or People
English Language
Assisting and Caring for Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Vocational Education Teachers, Postsecondary

32%

total discount

Preschool Teachers, Except Special Education

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Vocational Education Teachers, Postsecondary

6 of 15 at risk
86%Prepare reports and maintain records, such as student grades, attendance rolls, and training activity details.
84%Prepare outlines of instructional programs and training schedules and establish course goals.
78%Administer oral, written, or performance tests to measure progress and to evaluate training effectiveness.
72%Select and assemble books, materials, supplies, and equipment for training, courses, or projects.
54%Develop curricula and plan course content and methods of instruction.

Preschool Teachers, Except Special Education

4 of 15 at risk
61%Provide a variety of materials and resources for children to explore, manipulate, and use, both in learning activities and in imaginative play.
56%Prepare materials and classrooms for class activities.
52%Observe and evaluate children's performance, behavior, social development, and physical health.
51%Establish clear objectives for all lessons, units, and projects and communicate those objectives to children.
45%Organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, storytelling, and field trips.

Wage Comparison

Preschool Teachers, Except Special Education earns -$24,370(-40%) vs Vocational Education Teachers, Postsecondary
Vocational Education Teachers, PostsecondaryPreschool Teachers, Except Special Education
10th
$38,680$28,300
25th
$48,030$31,250
Median
$61,490$37,120
75th
$80,070$46,550
90th
$106,580$60,070

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Vocational Education Teachers, Postsecondary2028–2035
Preschool Teachers, Except Special Education2028–2035
20242030203520402045

Preschool Teachers, Except Special Education has a longer runway before significant displacement, projected 0 years later than Vocational Education Teachers, Postsecondary.

Risk-Adjusted Salary

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

Vocational Education Teachers, Postsecondary

$42,028

from $61,490

Preschool Teachers, Except Special Education

$28,512

from $37,120

After adjusting for AI risk, Vocational Education Teachers, Postsecondary offers $13,517 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Vocational

0

Unique to Preschool

Combined Protection Strategy

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

Creativity
Social Intelligence
Fine Manipulation
Decision Complexity
Vocational Education Teachers, PostsecondaryPreschool Teachers, Except Special Education
Find transitions from Vocational Education Teachers, PostsecondaryFind transitions from Preschool Teachers, Except Special Education