Takeover Tracker
32%medium risk
Business Teachers, Postsecondary
vs

58 shared · 18 different

core competencies

32%medium risk
Social Work Teachers, Postsecondary

Side-by-Side Comparison

MetricBusiness Teachers, PostsecondarySocial Work Teachers, Postsecondary
Risk Score32.1%31.7%
Risk TierMedium RiskMedium Risk
Risk Percentile51th49th
Tasks at Risk (>50%)6 / 157 / 15
Median Salary$97,270$76,210
Employment82K13K

Skill Comparison

|

Sorted by largest difference

Therapy and Counseling
Psychology
Sociology and Anthropology
Administration and Management
Customer and Personal Service
Updating and Using Relevant Knowledge
Identifying Objects, Actions, and Events
Selling or Influencing Others
Training and Teaching Others
Communications and Media
Mathematical Reasoning
Philosophy and Theology

Protective Factors

Higher values indicate stronger protection against AI displacement

Business Teachers, Postsecondary

30%

total discount

Social Work Teachers, Postsecondary

32%

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.

Social Work 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

Social Work Teachers, Postsecondary earns -$21,060(-22%) vs Business Teachers, Postsecondary
Business Teachers, PostsecondarySocial Work Teachers, Postsecondary
10th
$46,460$45,370
25th
$63,040$57,080
Median
$97,270$76,210
75th
$140,360$98,570
90th
$210,530$129,280

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Business Teachers, Postsecondary2028–2035
Social Work Teachers, Postsecondary2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Business Teachers, Postsecondary

$66,066

from $97,270

Social Work Teachers, Postsecondary

$52,082

from $76,210

After adjusting for AI risk, Business Teachers, Postsecondary offers $13,984 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Business

0

Unique to Social

Combined Protection Strategy

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

Decision Complexity
Regulatory Barriers
Creativity
Social Intelligence
Business Teachers, PostsecondarySocial Work Teachers, Postsecondary
Find transitions from Business Teachers, PostsecondaryFind transitions from Social Work Teachers, Postsecondary