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Occupation · 2026 assessment

Attorney

A Attorney applies law, examines documents and evidence and is accountable for a procedurally sound position or decision. 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.

51%2026
54%2028
58%2030
64%2035

Which tasks are exposed

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

TaskRisk
reviewing case materials69%
researching applicable law and precedent64%
examining evidence60%
drafting procedural documents55%
interviewing or questioning49%
participating in hearings39%
assessing legal risk28%
forming the final legal position20%

Task map

AI replaces ↔ AI augments

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

  1. 1reviewing case materialsAI 69% · human 62%
  2. 2researching applicable law and precedentAI 64% · human 60%
  3. 3examining evidenceAI 60% · human 55%
  4. 4drafting procedural documentsAI 55% · human 69%
  5. 5interviewing or questioningAI 49% · human 60%
  6. 6participating in hearingsAI 39% · human 68%
  7. 7assessing legal riskAI 28% · human 72%
  8. 8forming the final legal positionAI 20% · human 71%

Why technology can change this work

  • digital tools reduce preparation and control time
  • full automation is constrained by variable real-world conditions
  • many cases still require professional judgement
  • the main inputs and outputs already exist digitally

What protects the occupation

  • procedural accountability
  • assessment of conflicting evidence
  • public and ethical consequences of decisions

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 540per month
2035€5 770scenario estimate
2026: €4 54020262027: €4 66020272028: €4 79020282029: €4 92020292030: €5 05020302031: €5 19020312032: €5 33020322033: €5 47020332034: €5 62020342035: €5 7702035
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.

AI Regulatory Affairs Specialist

Emerging role
New role risk18%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Deepfake Forensics Analyst

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

AI Policy Analyst

Emerging role
New role risk16%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

AI Compliance Officer

Emerging role
New role risk22%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

AI Auditor

Emerging role
New role risk24%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

Data Rights Manager

Emerging role
New role risk26%
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

  • legal analysis
  • procedural law
  • evidence handling
  • legal writing
  • negotiation
  • professional ethics

Skills to build

  • AI-assisted legal research
  • AI-output validation
  • digital evidence
  • data protection
  • legal-risk modelling
  • algorithmic decision transparency
CurrentAttorney · 51%
→
Keeplegal analysis · procedural law · evidence handling
→
AddAI-assisted legal research · AI-output validation · digital evidence

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.