RU

Occupation · 2026 assessment

Alpine skiing Teacher

The Alpine skiing Teacher 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.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

21%2026
27%2028
34%2030
44%2035

Which tasks are exposed

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

TaskRisk
Creating lesson plans and learning materials29%
Grading standard exercises and tests33%
Personal feedback and learner motivation3%
Bookings, reminders and standard messages34%
Initial diagnosis of a standard request25%
Estimating cost and selecting a standard solution30%
Repeatable operation in a prepared environment32%
Handling a non-standard client situation16%

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 29% · human 77%
  2. 2Grading standard exercises and testsAI 33% · human 74%
  3. 3Personal feedback and learner motivationAI 3% · human 94%
  4. 4Bookings, reminders and standard messagesAI 34% · human 83%
  5. 5Initial diagnosis of a standard requestAI 25% · human 80%
  6. 6Estimating cost and selecting a standard solutionAI 30% · human 79%
  7. 7Repeatable operation in a prepared environmentAI 32% · human 83%
  8. 8Handling a non-standard client situationAI 16% · human 85%

Why technology can change this work

  • personal AI tutors can repeatedly explain material and check standard answers
  • booking, communication and routine advice move to digital services
  • robots gradually learn standardized operations
  • AI helps diagnose problems and select solutions

What protects the occupation

  • live diagnosis of learner understanding, motivation and condition
  • hands-on work in unpredictable environments
  • a large share of value comes from human judgement, trust or personal accountability
  • personal trust and individual adaptation
  • on-site accountability for outcomes

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$4 400per month
2035$6 350scenario estimate
2026: $4 40020262027: $4 60020272028: $4 80020282029: $5 00020292030: $5 20020302031: $5 40020312032: $5 65020322033: $5 85020332034: $6 10020342035: $6 3502035
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.

Plumber

Established resilient role
New role risk10%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Customer Success Manager

Established resilient role
New role risk30%
DemandHighDifficultyMediumTime6–12 monthsSkill fit70%

AI Literacy Instructor

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

Robot Human Factors Specialist

Emerging role
New role risk11%
DemandHighDifficultyMediumTime6–12 monthsSkill fit60%

AI Adoption Coach

Emerging role
New role risk19%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

Robotics Maintenance Planner

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit58%

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

  • learning-path design
  • learner motivation
  • needs diagnosis
  • practical execution
  • customer communication
  • outcome control

Skills to build

  • AI-tutor supervision
  • hybrid lesson design
  • digital diagnostics
  • smart-equipment operation
  • service-robot management
  • digital customer service
CurrentAlpine skiing Teacher · 21%
→
Keeplearning-path design · learner motivation · needs diagnosis
→
AddAI-tutor supervision · hybrid lesson design · digital diagnostics

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.