RU

Occupation · 2026 assessment

Robotics Tutor

The Robotics Tutor role combines repeatable operations with decisions that require professional context. The index measures task exposure to AI, software automation and robotics—not the probability that the occupation disappears.

Moderate risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

41%2026
46%2028
51%2030
58%2035

Which tasks are exposed

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

TaskRisk
Creating lesson plans and learning materials64%
Grading standard exercises and tests63%
Personal feedback and learner motivation23%
Diagnostics using fault codes and telemetry60%
Planning scheduled maintenance59%
Physical repair of a non-standard fault12%
Creating explanations and learning materials64%
Grading standard assignments64%

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 64% · human 52%
  2. 2Grading standard exercises and testsAI 63% · human 50%
  3. 3Personal feedback and learner motivationAI 23% · human 76%
  4. 4Diagnostics using fault codes and telemetryAI 60% · human 55%
  5. 5Planning scheduled maintenanceAI 59% · human 63%
  6. 6Physical repair of a non-standard faultAI 12% · human 67%
  7. 7Creating explanations and learning materialsAI 64% · human 55%
  8. 8Grading standard assignmentsAI 64% · human 59%

Why technology can change this work

  • predictive diagnostics identify likely failure points in advance
  • embedded AI systems will handle parts of equipment diagnostics and programming
  • personal AI tutors can repeatedly explain material and check standard answers
  • AI creates explanations, exercises and assessments
  • adaptive systems select pace and difficulty
  • scheduling, reporting and some grading can be automated

What protects the occupation

  • physical diagnosis, repair and post-intervention equipment validation
  • safe deployment and maintenance of physical machines around people
  • live diagnosis of learner understanding, motivation and condition
  • motivation, mentorship and live feedback
  • understanding an individual learner's condition
  • group dynamics, safety and responsibility for development

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$5 000per month
2035$6 750scenario estimate
2026: $5 00020262027: $5 15020272028: $5 35020282029: $5 55020292030: $5 70020302031: $5 90020312032: $6 10020322033: $6 30020332034: $6 55020342035: $6 7502035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Practical next step

Where to move next

Do not restart from zero: carry your experience forward and add scarce skills.

AI Literacy Instructor

Emerging role
New role risk15%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

AI Curriculum Architect

Emerging role
New role risk16%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Adaptive Learning Designer

Emerging role
New role risk18%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

AI Tutor Supervisor

Emerging role
New role risk22%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Vocal Education Methodologist

Established resilient role
New role risk20%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Educational Psychologist

Established resilient role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

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

  • fault finding
  • maintenance
  • safe equipment work
  • equipment diagnostics
  • sensor and actuator integration
  • learning-path design

Skills to build

  • predictive maintenance
  • telemetry-based diagnostics
  • robot safety
  • autonomous fleet management
  • AI-tutor supervision
  • hybrid lesson design
CurrentRobotics Tutor · 41%
→
Keepfault finding · maintenance · safe equipment work
→
Addpredictive maintenance · telemetry-based diagnostics · robot safety

Sources and update

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

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.