Occupation · 2026 assessment

Education law Expert

The Education law Expert 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.

35%2026

40%2028

46%2030

54%2035

Which tasks are exposed

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

Task	Risk
Searching statutes, precedents and decisions	58%
Drafting standard legal documents	59%
Reviewing contracts against defined rules	55%
Monitoring deadlines and mandatory requirements	52%
Negotiation and dispute-position development	21%
Final legal judgment and accountability	23%

What the score means

The score reflects process repeatability, data digitization, automated verification, the physical environment and the economic incentive to deploy technology.

The index reflects potential technology exposure of occupational tasks and is not the probability that a particular person will lose their job.

AI exposure

The share of cognitive, textual, visual or analytical work that current AI systems can technically assist with or perform.

48%

Robotics

The extent to which robots, autonomous machinery and computer vision can perform physical operations in a prepared environment.

Routine work

The share of operations that repeat, follow stable rules and produce a predictable result.

44%

Digitalization

How much of the input, workflow and output already exists in digital form.

53%

Business incentive

The economic incentive to automate based on task volume, labor cost, frequency and implementation cost.

40%

Human moat

Protection created by accountability, trust, empathy, licensing, negotiation and unpredictable real-world environments.

73%

Task map

AI replaces ↔ AI augments

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

Human advantage

Work with AI

Low technology impact

Automate

How much AI can perform the task → How much a human is needed →

1Searching statutes, precedents and decisionsAI 58% · human 62%
2Drafting standard legal documentsAI 59% · human 65%
3Reviewing contracts against defined rulesAI 55% · human 67%
4Monitoring deadlines and mandatory requirementsAI 52% · human 69%
5Negotiation and dispute-position developmentAI 21% · human 75%
6Final legal judgment and accountabilityAI 23% · human 73%

Why technology can change this work

case-law search and document analysis are moving to semantic systems
standard contracts and filings can be generated automatically
large bodies of law and rulings can be machine-compared

What protects the occupation

legal accountability and representation
interpretation of ambiguous circumstances
a large share of value comes from human judgement, trust or personal accountability
negotiation, strategy and client trust

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 000per month

2035$12 150scenario estimate

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.

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

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Skill fit 68% · risk 24%

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Skill fit 85% · risk 26%

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AI Consent Architect

Skill fit 83% · risk 22%

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Skill fit 58% · risk 19%

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Skill fit 58% · risk 14%

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Skills you already have

legal analysis
argumentation
regulatory research
negotiation

Skills to build

LegalTech tools
AI decision auditing
data protection
digital-system compliance

CurrentEducation law Expert · 35%

→

Keeplegal analysis · argumentation · regulatory research

→

AddLegalTech tools · AI decision auditing · data protection

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.