Takeover Tracker
30%medium risk
Healthcare Social Workers
vs

58 shared · 22 different

core competencies

27%medium risk
Special Education Teachers, Kindergarten and Elementary School

Side-by-Side Comparison

MetricHealthcare Social WorkersSpecial Education Teachers, Kindergarten and Elementary School
Risk Score30.2%26.6%
Risk TierMedium RiskMedium Risk
Risk Percentile40th24th
Tasks at Risk (>50%)4 / 156 / 15
Median Salary$68,090$63,000
Employment186K232K

Skill Comparison

|

Sorted by largest difference

Therapy and Counseling
Psychology
Customer and Personal Service
Performing for or Working Directly with the Public
Identifying Objects, Actions, and Events
Sociology and Anthropology
Provide Consultation and Advice to Others
MathematicsAI-Vulnerable
Getting Information
Assisting and Caring for Others
Judging the Qualities of Things, Services, or People
Resolving Conflicts and Negotiating with Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Healthcare Social Workers

35%

total discount

Special Education Teachers, Kindergarten and Elementary School

34%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Healthcare Social Workers

4 of 15 at risk
87%Oversee Medicaid- and Medicare-related paperwork and recordkeeping in hospitals.
85%Refer patient, client, or family to community resources to assist in recovery from mental or physical illness and to provide access to services such as financial assistance, legal aid, housing, job placement or education.
63%Monitor, evaluate, and record client progress according to measurable goals described in treatment and care plan.
53%Modify treatment plans to comply with changes in clients' status.
47%Plan discharge from care facility to home or other care facility.

Special Education Teachers, Kindergarten and Elementary School

6 of 15 at risk
84%Maintain accurate and complete student records as required by laws, district policies, or administrative regulations.
71%Prepare reports on students and activities as required by administration.
71%Prepare, administer, or grade tests or assignments to evaluate students' progress.
55%Modify the general kindergarten or elementary education curriculum for special-needs students.
53%Develop individual educational plans (IEPs) designed to promote students' educational, physical, or social development.

Wage Comparison

Special Education Teachers, Kindergarten and Elementary School earns -$5,090(-7%) vs Healthcare Social Workers
Healthcare Social WorkersSpecial Education Teachers, Kindergarten and Elementary School
10th
$45,030$47,590
25th
$55,360$57,050
Median
$68,090$63,000
75th
$83,410$79,320
90th
$100,870$100,620

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Healthcare Social Workers2028–2035
Special Education Teachers, Kindergarten and Elementary School2028–2035
20242030203520402045

Special Education Teachers, Kindergarten and Elementary School has a longer runway before significant displacement, projected 0 years later than Healthcare Social Workers.

Risk-Adjusted Salary

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

Healthcare Social Workers

$47,527

from $68,090

Special Education Teachers, Kindergarten and Elementary School

$46,242

from $63,000

After adjusting for AI risk, Healthcare Social Workers offers $1,285 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Healthcare

0

Unique to Special

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Creativity
Social Intelligence
Healthcare Social WorkersSpecial Education Teachers, Kindergarten and Elementary School
Find transitions from Healthcare Social WorkersFind transitions from Special Education Teachers, Kindergarten and Elementary School