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Occupation · 2026 assessment

Junior Developer

The Junior Developer 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.

High risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

72%2026
78%2028
83%2030
88%2035

Which tasks are exposed

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

TaskRisk
Generating CRUD code and standard modules97%
Creating migrations, tests and documentation97%
Reviewing and validating generated code74%
Generating routine code and configuration97%
Preparing tests and technical documentation97%
Classifying errors and analyzing logs90%
Data migrations and routine integrations90%
Architecture and technical trade-offs69%

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 97% · human 20%
  2. 2Creating migrations, tests and documentationAI 97% · human 17%
  3. 3Reviewing and validating generated codeAI 74% · human 32%
  4. 4Generating routine code and configurationAI 97% · human 22%
  5. 5Preparing tests and technical documentationAI 97% · human 30%
  6. 6Classifying errors and analyzing logsAI 90% · human 21%
  7. 7Data migrations and routine integrationsAI 90% · human 22%
  8. 8Architecture and technical trade-offsAI 69% · human 27%

Why technology can change this work

  • AI agents already create routine functions, tests, migrations and documentation
  • code, configuration and documentation are already digital
  • a large share of textual, analytical or information tasks is accessible to current AI models
  • a significant share of operations repeats along a stable workflow
  • the main inputs and outputs already exist in a digital environment
  • the scale and cost of routine operations create a strong automation incentive

What protects the occupation

  • understanding architecture and the consequences of changing a live system
  • 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$7 650per month
2035$9 700scenario estimate
2026: $7 65020262027: $7 85020272028: $8 05020282029: $8 30020292030: $8 50020302031: $8 75020312032: $8 95020322033: $9 20020332034: $9 45020342035: $9 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 Application Engineer

Established resilient role
New role risk19%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Automation Specialist

Established resilient role
New role risk27%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

Cybersecurity Engineer

Established resilient role
New role risk24%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

AI Engineer

Established resilient role
New role risk13%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

AI Security Engineer

Emerging role
New role risk14%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

AI Workflow Designer

Emerging 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

  • reading existing code
  • task decomposition
  • systems thinking
  • software-system understanding
  • debugging
  • requirements work

Skills to build

  • software AI-agent orchestration
  • review and validation of generated code
  • AI-agent-assisted development
  • architecture and system design
  • AI-generated code security
  • observability and DevOps
CurrentJunior Developer · 72%
→
Keepreading existing code · task decomposition · systems thinking
→
Addsoftware AI-agent orchestration · review and validation of generated code · 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.