RU

Occupation · 2026 assessment

Program Designer for Inclusive Education

The Program Designer for Inclusive Education 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.

24%2026
30%2028
37%2030
46%2035

Which tasks are exposed

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

TaskRisk
Generating CRUD code and standard modules52%
Creating migrations, tests and documentation48%
Reviewing and validating generated code23%
Generating initial concept variants51%
Adapting an approved solution to formats47%
Selecting visual language and defending the concept16%
Creating explanations and learning materials47%
Grading standard assignments47%

Task map

AI replaces ↔ AI augments

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

  1. 1Generating CRUD code and standard modulesAI 52% · human 68%
  2. 2Creating migrations, tests and documentationAI 48% · human 67%
  3. 3Reviewing and validating generated codeAI 23% · human 83%
  4. 4Generating initial concept variantsAI 51% · human 74%
  5. 5Adapting an approved solution to formatsAI 47% · human 67%
  6. 6Selecting visual language and defending the conceptAI 16% · human 88%
  7. 7Creating explanations and learning materialsAI 47% · human 72%
  8. 8Grading standard assignmentsAI 47% · human 76%

Why technology can change this work

  • AI agents already create routine functions, tests, migrations and documentation
  • AI creates explanations, exercises and assessments
  • adaptive systems select pace and difficulty
  • scheduling, reporting and some grading can be automated

What protects the occupation

  • understanding architecture and the consequences of changing a live system
  • motivation, mentorship and live feedback
  • a large share of value comes from human judgement, trust or personal accountability
  • 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 600per month
2035$7 550scenario estimate
2026: $5 60020262027: $5 80020272028: $6 00020282029: $6 20020292030: $6 40020302031: $6 60020312032: $6 85020322033: $7 10020332034: $7 30020342035: $7 5502035
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%

Adaptive Learning Designer

Emerging role
New role risk18%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

AI Tutor Supervisor

Emerging role
New role risk22%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Vocal Education Methodologist

Established resilient role
New role risk20%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Educational Psychologist

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

Future of Work Analyst

Emerging role
New role risk28%
DemandHighDifficultyMediumTime6–12 monthsSkill fit60%

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

  • reading existing code
  • task decomposition
  • clear explanation
  • learning assessment
  • group attention management
  • feedback

Skills to build

  • software AI-agent orchestration
  • review and validation of generated code
  • hybrid learning
  • AI-assisted curriculum design
  • AI-content validation
  • learning analytics
CurrentProgram Designer for Inclusive Education · 24%
→
Keepreading existing code · task decomposition · clear explanation
→
Addsoftware AI-agent orchestration · review and validation of generated code · hybrid learning

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.