Takeover Tracker
vs

47 shared · 28 different

core competencies

Side-by-Side Comparison

MetricSpecial Education Teachers, Secondary SchoolSpeech-Language Pathology Assistants
Risk Score25.8%34.5%
Risk TierMedium RiskMedium Risk
Risk Percentile22th64th
Tasks at Risk (>50%)4 / 156 / 11
Median SalaryN/A$46,050
EmploymentN/A104K

Skill Comparison

|

Sorted by largest difference

Learning Strategies
Education and Training
Provide Consultation and Advice to Others
Guiding, Directing, and Motivating Subordinates
Organizing, Planning, and Prioritizing Work
Training and Teaching Others
Resolving Conflicts and Negotiating with Others
Coordinating the Work and Activities of Others
Developing and Building Teams
Getting Information
Thinking Creatively
MathematicsAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Special Education Teachers, Secondary School

34%

total discount

Speech-Language Pathology Assistants

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Special Education Teachers, Secondary School

4 of 15 at risk
86%Maintain accurate and complete student records, and prepare reports on children and activities, as required by laws, district policies, and administrative regulations.
76%Coordinate placement of students with special needs into mainstream classes.
56%Prepare materials and classrooms for class activities.
53%Modify the general education curriculum for special-needs students, based upon a variety of instructional techniques and technologies.
47%Observe and evaluate students' performance, behavior, social development, and physical health.

Speech-Language Pathology Assistants

6 of 11 at risk
88%Select or prepare speech-language instructional materials.
86%Document clients' progress toward meeting established treatment objectives.
86%Collect and compile data to document clients' performance or assess program quality.
84%Perform support duties, such as preparing materials, keeping records, maintaining supplies, and scheduling activities.
77%Prepare charts, graphs, or other visual displays to communicate clients' performance information.

Wage Comparison

Special Education Teachers, Secondary SchoolSpeech-Language Pathology Assistants
10th
N/A$32,450
25th
N/A$37,570
Median
N/A$46,050
75th
N/A$57,650
90th
N/A$68,180

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Special Education Teachers, Secondary School20282035
Speech-Language Pathology Assistants20282035
20242030203520402045

Special Education Teachers, Secondary School has a longer runway before significant displacement, projected 0 years later than Speech-Language Pathology Assistants.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Special

0

Unique to Speech-Language

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Regulatory Barriers
Special Education Teachers, Secondary SchoolSpeech-Language Pathology Assistants