Occupation · 2026 assessment

AI Tutor Supervisor

Emerging role

An emerging specialist who combines domain expertise with technology in education, media and digital society. The role focuses on framing tasks, validating outputs, managing risk and taking responsibility for deployment in the real world.

Why this role is emerging: An emerging role at the intersection of education, media and digital society. It is developing as organizations deploy AI, autonomous systems and robotics; the scope will evolve with practice and regulation.
Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

22%2026
28%2028
35%2030
45%2035

Which tasks are exposed

Risk applies to individual tasks—not to a person or an entire occupation.

TaskRisk
Creating lesson plans and learning materials45%
Grading standard exercises and tests44%
Personal feedback and learner motivation6%
Collecting metrics and preparing management reports42%
Resource planning and scenario modelling36%
People, conflict and accountability decisions4%
Creating explanations and learning materials45%
Grading standard assignments45%

Task map

AI replaces ↔ AI augments

Each task is positioned by AI capability and the degree of human involvement still required.

  1. 1Creating lesson plans and learning materialsAI 45% · human 71%
  2. 2Grading standard exercises and testsAI 44% · human 69%
  3. 3Personal feedback and learner motivationAI 6% · human 94%
  4. 4Collecting metrics and preparing management reportsAI 42% · human 84%
  5. 5Resource planning and scenario modellingAI 36% · human 77%
  6. 6People, conflict and accountability decisionsAI 4% · human 91%
  7. 7Creating explanations and learning materialsAI 45% · human 74%
  8. 8Grading standard assignmentsAI 45% · human 78%

Why technology can change this work

  • tools automate data preparation, experiments and parts of modelling
  • AI prepares reports, plans, minutes and management options
  • autopilot gradually takes control in constrained, well-mapped environments
  • personal AI tutors can repeatedly explain material and check standard answers
  • AI creates explanations, exercises and assessments
  • adaptive systems select pace and difficulty

What protects the occupation

  • choosing the right objective, data and model-quality criteria
  • accountability for people, priorities and conflicting interests
  • a large share of value comes from human judgement, trust or personal accountability
  • operation in bad weather, road works and unpredictable human behavior
  • live diagnosis of learner understanding, motivation and condition
  • motivation, mentorship and live feedback

United States · before tax

Average pay and outlook

Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.

2026$8 100per month
2035$12 600scenario estimate
2026: $8 10020262027: $8 50020272028: $8 95020282029: $9 40020292030: $9 85020302031: $10 35020312032: $10 85020322033: $11 40020332034: $12 00020342035: $12 6002035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Skills you already have

  • data work
  • hypothesis testing
  • model-quality evaluation
  • goal setting
  • people management
  • resource allocation

Skills to build

  • AI-system evaluation
  • model-behavior monitoring
  • AI governance
  • AI-enabled team management
  • auditing AI management recommendations
  • remote autonomous-vehicle supervision
CurrentAI Tutor Supervisor · 22%
→
Keepdata work · hypothesis testing · model-quality evaluation
→
AddAI-system evaluation · model-behavior monitoring · AI governance

Sources and update

Updated: 2026-09-25 · Assessment confidence: Low

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.

World Economic Forum · 2025The Future of Jobs Report 2025

A survey of more than 1,000 employers representing over 14 million workers across 55 economies.

O*NET Resource Center · 2026O*NET Database

Occupational, task, skill and work-context structure.