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Occupation · 2026 assessment

Web Developer

A Web Developer 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 Calculate my risk → Search jobs ↗
How risk may change

Une estimation prospective, pas un scénario garanti.

58%2026
62%2028
67%2030
75%2035

Which tasks are exposed

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

TaskRisk
clarifying requirements and acceptance criteria76%
designing the solution71%
writing or configuring software67%
automated testing62%
diagnosing defects56%
checking security and performance46%
documenting decisions35%
releasing and supporting changes27%

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 76% · human 42%
  2. 2designing the solutionAI 71% · human 50%
  3. 3writing or configuring softwareAI 67% · human 53%
  4. 4automated testingAI 62% · human 54%
  5. 5diagnosing defectsAI 56% · human 49%
  6. 6checking security and performanceAI 46% · human 59%
  7. 7documenting decisionsAI 35% · human 54%
  8. 8releasing and supporting changesAI 27% · human 67%

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

France · 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€4 240per month
2035€5 060scenario estimate
2026: €4 24020262027: €4 32020272028: €4 41020282029: €4 50020292030: €4 59020302031: €4 68020312032: €4 77020322033: €4 86020332034: €4 96020342035: €5 0602035
Find jobs · France Travail ↗The partner link may contain referral parameters. Data benchmark: Eurostat ↗

Practical next step

Where to move next

Do not restart from zero: carry your experience forward and add scarce skills.

Cybersecurity Engineer

Established resilient role
New role risk24%
DemandHighDifficultyMediumTime6–12 monthsSkill fit72%

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

  • 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
CurrentWeb Developer · 58%
→
Keepsystems thinking · programming and development tools · test design
→
AddAI-assisted development · generated-code review · systems architecture

Sources and update

Mis à jour: 2026-09-27 · Assessment confidence: Medium

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Около 30 000 задач; глобальная оценка воздействия GenAI по детализированным группам профессий.

World Economic Forum · 2025The Future of Jobs Report 2025

Опрос более 1 000 работодателей, представляющих свыше 14 млн работников в 55 экономиках.

O*NET Resource Center · 2026O*NET Database

Структура профессий, задач, навыков и рабочих контекстов.