Takeover Tracker

Side-by-Side Comparison

MetricTraining and Development SpecialistsAdult Basic and Secondary Education and Literacy Teachers and Instructors
Risk Score31.7%27.5%
Risk TierMedium RiskMedium Risk
Risk Percentile49th26th
Tasks at Risk (>50%)8 / 156 / 15
Median Salary$65,850$59,950
Employment437K36K

Skill Comparison

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Sorted by largest difference

Education and Training
Training and Teaching Others
Communicating with Supervisors, Peers, or Subordinates
Getting Information
Communicating with Persons Outside Organization
Analyzing Data or Information
Developing and Building Teams
Updating and Using Relevant Knowledge
Establishing and Maintaining Interpersonal Relationships
Organizing, Planning, and Prioritizing Work
Provide Consultation and Advice to Others
Scheduling Work and Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Training and Development Specialists

33%

total discount

Adult Basic and Secondary Education and Literacy Teachers and Instructors

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Training and Development Specialists

8 of 15 at risk
86%Schedule classes based on availability of classrooms, equipment, or instructors.
84%Monitor training costs and prepare budget reports to justify expenditures.
82%Select and assign instructors to conduct training.
59%Keep up with developments in area of expertise by reading current journals, books, or magazine articles.
55%Monitor, evaluate, or record training activities or program effectiveness.

Adult Basic and Secondary Education and Literacy Teachers and Instructors

6 of 15 at risk
84%Maintain accurate and complete student records as required by laws or administrative policies.
69%Assign and grade class work and homework.
63%Prepare and administer written, oral, and performance tests and issue grades in accordance with performance.
56%Prepare materials and classrooms for class activities.
55%Adapt teaching methods and instructional materials to meet students' varying needs, abilities, and interests.

Wage Comparison

Adult Basic and Secondary Education and Literacy Teachers and Instructors earns -$5,900(-9%) vs Training and Development Specialists
Training and Development SpecialistsAdult Basic and Secondary Education and Literacy Teachers and Instructors
10th
$37,510$39,750
25th
$48,900$47,950
Median
$65,850$59,950
75th
$91,550$76,580
90th
$120,190$95,750

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
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