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Occupation · 2026 assessment

IT Specialist

A IT Specialist builds, tests or supports software systems by turning requirements into a working and secure digital product. The assessment separates automation of individual tasks from accountability for the professional outcome.

Moderate risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

46%2026
50%2028
55%2030
63%2035

Which tasks are exposed

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

TaskRisk
clarifying requirements and acceptance criteria64%
designing the solution59%
writing or configuring software55%
automated testing50%
diagnosing defects44%
checking security and performance34%
documenting decisions23%
releasing and supporting changes15%

Task map

AI replaces ↔ AI augments

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

  1. 1clarifying requirements and acceptance criteriaAI 64% · human 46%
  2. 2designing the solutionAI 59% · human 54%
  3. 3writing or configuring softwareAI 55% · human 57%
  4. 4automated testingAI 50% · human 57%
  5. 5diagnosing defectsAI 44% · human 52%
  6. 6checking security and performanceAI 34% · human 63%
  7. 7documenting decisionsAI 23% · human 58%
  8. 8releasing and supporting changesAI 15% · human 71%

Why technology can change this work

  • AI systems can already perform part of the information and preparation work
  • full automation is constrained by variable real-world conditions
  • a material share of the job follows stable procedures
  • the main inputs and outputs already exist digitally

What protects the occupation

  • architectural decisions
  • reliability and security accountability
  • business-context understanding

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$9 400per month
2035$12 700scenario estimate
2026: $9 40020262027: $9 70020272028: $10 05020282029: $10 40020292030: $10 75020302031: $11 10020312032: $11 50020322033: $11 90020332034: $12 30020342035: $12 7002035
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.

Robotics Technician

Established resilient role
New role risk18%
DemandHighDifficultyMediumTime6–12 monthsSkill fit70%

AI Application Engineer

Established resilient role
New role risk19%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

AI Agent Supervisor

Emerging role
New role risk24%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

AI Evaluation Engineer

Emerging role
New role risk16%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Data Analyst

Established resilient role
New role risk51%
DemandMediumDifficultyLowTime3–6 monthsSkill fit79%

Analytics Engineer

Established resilient role
New role risk27%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

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

  • systems thinking
  • programming and development tools
  • test design
  • diagnostics
  • version control
  • information security

Skills to build

  • AI-assisted development
  • generated-code review
  • systems architecture
  • DevSecOps
  • observability
  • AI-model evaluation
CurrentIT Specialist · 46%
→
Keepsystems thinking · programming and development tools · test design
→
AddAI-assisted development · generated-code review · systems architecture

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.