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Occupation · 2026 assessment

Uchitel matematiki i informatiki

Uchitel matematiki i informatiki is an occupation responsible for building, testing or supporting digital systems and data in a defined technology domain. The profile assesses automation of individual tasks rather than disappearance of the whole occupation.

High risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

64%2026
68%2028
73%2030
81%2035

Which tasks are exposed

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

TaskRisk
Creating lesson plans and learning materials88%
Grading standard exercises and tests87%
Personal feedback and learner motivation34%
Generating routine code and configuration90%
Preparing tests and technical documentation86%
Classifying errors and analyzing logs78%
Data migrations and routine integrations80%
Architecture and technical trade-offs53%

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 88% · human 38%
  2. 2Grading standard exercises and testsAI 87% · human 36%
  3. 3Personal feedback and learner motivationAI 34% · human 66%
  4. 4Generating routine code and configurationAI 90% · human 40%
  5. 5Preparing tests and technical documentationAI 86% · human 49%
  6. 6Classifying errors and analyzing logsAI 78% · human 41%
  7. 7Data migrations and routine integrationsAI 80% · human 41%
  8. 8Architecture and technical trade-offsAI 53% · human 48%

Why technology can change this work

  • personal AI tutors can repeatedly explain material and check standard answers
  • code, configuration and documentation are already digital
  • a large share of textual, analytical or information tasks is accessible to current AI models
  • the main inputs and outputs already exist in a digital environment
  • the scale and cost of routine operations create a strong automation incentive
  • routine code, tests and technical text can be generated automatically

What protects the occupation

  • live diagnosis of learner understanding, motivation and condition
  • architecture decisions and production accountability
  • understanding business constraints and legacy systems
  • security and complex system integration

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$10 550per month
2035$13 400scenario estimate
2026: $10 55020262027: $10 85020272028: $11 10020282029: $11 40020292030: $11 75020302031: $12 05020312032: $12 35020322033: $12 70020332034: $13 05020342035: $13 4002035
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.

Data Analyst

Established resilient role
New role risk51%
DemandMediumDifficultyLowTime3–6 monthsSkill fit87%

Analytics Engineer

Established resilient role
New role risk27%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

AI Security Engineer

Emerging role
New role risk14%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

AI Workflow Designer

Emerging role
New role risk31%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Product Manager

Established resilient role
New role risk31%
DemandMediumDifficultyHighTime12–24 monthsSkill fit48%

Digital Twin Engineer

Emerging role
New role risk14%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

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
  • systems thinking
  • software-system understanding
  • debugging
  • requirements work

Skills to build

  • AI-tutor supervision
  • hybrid lesson design
  • AI-agent-assisted development
  • architecture and system design
  • AI-generated code security
  • observability and DevOps
CurrentUchitel matematiki i informatiki · 64%
→
Keeplearning-path design · learner motivation · systems thinking
→
AddAI-tutor supervision · hybrid lesson design · AI-agent-assisted development

Sources and update

Updated: 2026-09-26 · 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.