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Occupation · 2026 assessment

TypeScript Architect

The TypeScript Architect 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.

29%2026
35%2028
42%2030
51%2035

Which tasks are exposed

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

TaskRisk
Generating solution-structure options47%
Checking constraints, compatibility and cost41%
Choosing trade-offs and owning system integrity18%
Generating routine code and configuration54%
Preparing tests and technical documentation50%
Classifying errors and analyzing logs44%
Data migrations and routine integrations44%
Architecture and technical trade-offs23%

Task map

AI replaces ↔ AI augments

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

  1. 1Generating solution-structure optionsAI 47% · human 69%
  2. 2Checking constraints, compatibility and costAI 41% · human 75%
  3. 3Choosing trade-offs and owning system integrityAI 18% · human 76%
  4. 4Generating routine code and configurationAI 54% · human 66%
  5. 5Preparing tests and technical documentationAI 50% · human 76%
  6. 6Classifying errors and analyzing logsAI 44% · human 67%
  7. 7Data migrations and routine integrationsAI 44% · human 68%
  8. 8Architecture and technical trade-offsAI 23% · human 72%

Why technology can change this work

  • AI proposes system structures and checks standard constraints
  • code, configuration and documentation are already digital
  • routine code, tests and technical text can be generated automatically
  • many outputs can be checked with tests and static analysis

What protects the occupation

  • choosing trade-offs among cost, reliability, security and future change
  • architecture decisions and production accountability
  • a large share of value comes from human judgement, trust or personal 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$13 100per month
2035$17 700scenario estimate
2026: $13 10020262027: $13 55020272028: $14 00020282029: $14 50020292030: $14 95020302031: $15 50020312032: $16 00020322033: $16 55020332034: $17 10020342035: $17 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.

AI Engineer

Established resilient role
New role risk13%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Data Analyst

Established resilient role
New role risk51%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Analytics Engineer

Established resilient role
New role risk27%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

AI Security Engineer

Emerging role
New role risk14%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

AI Workflow Designer

Emerging role
New role risk31%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Product Manager

Established resilient role
New role risk31%
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

  • architectural trade-offs
  • component integration
  • technical-debt management
  • systems thinking
  • software-system understanding
  • debugging

Skills to build

  • AI-agent architecture
  • observability and resilience design
  • AI-agent-assisted development
  • architecture and system design
  • AI-generated code security
  • observability and DevOps
CurrentTypeScript Architect · 29%
→
Keeparchitectural trade-offs · component integration · technical-debt management
→
AddAI-agent architecture · observability and resilience design · AI-agent-assisted development

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.