Takeover Tracker
vs

46 shared · 25 different

core competencies

Side-by-Side Comparison

MetricSpecial Education Teachers, Middle SchoolSpeech-Language Pathology Assistants
Risk Score25.0%34.5%
Risk TierLow RiskMedium Risk
Risk Percentile20th64th
Tasks at Risk (>50%)3 / 156 / 11
Median SalaryN/A$46,050
EmploymentN/A104K

Skill Comparison

|

Sorted by largest difference

Education and Training
Resolving Conflicts and Negotiating with Others
Analyzing Data or Information
Originality
Interacting With Computers
Active LearningAI-Augmented
Training and Teaching Others
Learning Strategies
Developing and Building Teams
Coaching and Developing Others
Guiding, Directing, and Motivating Subordinates
InstructingAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Special Education Teachers, Middle 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, Middle School

3 of 15 at risk
84%Maintain accurate and complete student records, and prepare reports on children and activities, as required by laws, district policies, and administrative regulations.
55%Modify the general education curriculum for special-needs students based upon a variety of instructional techniques and instructional technology.
53%Develop or write Individualized Education Programs (IEPs) for students.
47%Observe and evaluate students' performance, behavior, social development, and physical health.
43%Develop and implement strategies to meet the needs of students with a variety of handicapping conditions.

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, Middle 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, Middle School20282035
Speech-Language Pathology Assistants20282035
20242030203520402045

Special Education Teachers, Middle 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
Social Intelligence
Special Education Teachers, Middle SchoolSpeech-Language Pathology Assistants