International Labour Organization (ILO) Working Paper 140

Legal Professionals Not Elsewhere Classified in the age of AI: impact evidence and adaptation options

ISCO-08 2619 · Thai source label: ผู้ประกอบวิชาชีพด้านกฎหมาย ซึ่งมิได้จัดประเภทไว้ในที่อื่น

Build an adaptation plan Check a direction Review data sources

This score estimates where generative AI may assist with or perform parts of tasks. It does not predict that a job will disappear.

3.7AI / 10

Use the score to choose where to start adapting

Minimal Exposure

Compare the score with the work you actually do. Separate repetitive work, work that needs review, and work that depends on human judgement.

Source ID: SRC-2026-07-14-ilo-wp140

What the ILO evidence measures

Potential for AI assistance or task performanceAI 3.7/10

Variation across task-level scores0.09 on a 1-point scale

Occupation codeISCO-08 2619

AI exposure groupMinimal Exposure

Score sourceILO Working Paper 140

ILO scoreAI 3.7/10Task-level potential

Variation0.09 points1-point scale

AI exposure groupMinimal ExposureILO classification

Official Thai ISCO-08 duties4 dutiesNSO classification evidence

O*NET enrichment8 task examples6 mapped skills

Tasks in this occupation

O*NET statements are enrichment from US roles connected through the official BLS and O*NET crosswalk chain. Confirm that an example fits your local work before using it.

O*NET Core Task

Confer with disputants to clarify issues, identify underlying concerns, and develop an understanding of their respective needs and interests.

Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.

O*NET Core Task

Use mediation techniques to facilitate communication between disputants, to further parties' understanding of different perspectives, and to guide parties toward mutual agreement.

Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.

O*NET Core Task

Set up appointments for parties to meet for mediation.

Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.

O*NET Core Task

Prepare settlement agreements for disputants to sign.

Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.

O*NET Core Task

Prepare written opinions or decisions regarding cases.

Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.

O*NET Core Task

Rule on exceptions, motions, or admissibility of evidence.

Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.

O*NET Core Task

Evaluate information from documents, such as claim applications, birth or death certificates, or physician or employer records.

Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.

O*NET Core Task

Research laws, regulations, policies, or precedent decisions to prepare for hearings.

Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.

Skills used in this occupation

O*NET importance ratings provide a sourced starting point for deciding which existing capabilities to strengthen.

O*NET Essential Skill

Active Listening

Importance rating: 4.38 out of 5.

O*NET Essential Skill

Writing

Importance rating: 4.25 out of 5.

O*NET Essential Skill

Reading Comprehension

Importance rating: 4.12 out of 5.

O*NET Essential Skill

Speaking

Importance rating: 4.12 out of 5.

O*NET Essential Skill

Critical Thinking

Importance rating: 4.00 out of 5.

O*NET Essential Skill

Active Learning

Importance rating: 3.88 out of 5.

ESCO skill-group context

These shares describe how ESCO skill records for the occupation group are distributed across broad categories. They are not personal capability scores or mandatory skills for every job.

ESCO Skill Group

communication, collaboration and creativity

55.4% of the published ESCO matrix row

ESCO Skill Group

information skills

18.4% of the published ESCO matrix row

ESCO Skill Group

assisting and caring

15.5% of the published ESCO matrix row

ESCO Skill Group

management skills

8.4% of the published ESCO matrix row

Build a plan from the task you choose

The Planner does not display invented capability percentages. You select a task, baseline the current method, run a safe bounded experiment, and keep evidence before deciding whether to continue.

30 days

Select one task, map its process, and measure time, quality, and rework across at least three examples.

60 days

Test one bounded step with synthetic or de-identified data, then log errors, human checks, and limitations.

90 days

Use the reviewed method in a real cycle with the process owner's approval, or stop if the result is not good enough.

Open the Planner for Legal Professionals Not Elsewhere Classified Check a direction first

Relevant courses

Recommendations match reviewed course categories to ISCO-08 and mapped ESCO skill-group records. Occupation-title keywords are not used as sole evidence. Before enrolling, recheck the syllabus, language, schedule, cost, and current access with the provider.

Find more courses

The specific items below are derived from structurally validated ISCO/ESCO rules, not an occupation-by-occupation expert endorsement.

Related skill-group match

Prepare and visualize data with Microsoft Power BI

เตรียมและแสดงข้อมูลด้วย Microsoft Power BI

Why it is recommended: This course aligns with information skills. This group represents 18.4% of the mapped ESCO skill records for ISCO-08 2619.
Practice output: Clean a de-identified sample from one work process, visualise it, and reconcile the totals to the source.
Study time: 7 modules
Cost and access: The Microsoft Learn path is free, but some Power BI service or collaboration features can require a product license.

MicrosoftSource ID: SRC-2026-07-29-microsoft-power-bi-prepare-visualize

View details with the provider

Related skill-group match

Data Fundamentals

พื้นฐานข้อมูล

Why it is recommended: This course aligns with information skills. This group represents 18.4% of the mapped ESCO skill records for ISCO-08 2619.
Practice output: Create a small data dictionary with checks for types, blanks, duplicates, and provenance.
Study time: 3–10 hours
Cost and access: The course is free on IBM SkillsBuild and registration is required for access or completion records.

IBMSource ID: SRC-2026-07-29-ibm-data-fundamentals

View details with the provider

Related skill-group match

Google Data Analytics Certificate

ประกาศนียบัตรวิชาชีพด้านการวิเคราะห์ข้อมูลจาก Google

Why it is recommended: This course aligns with information skills. This group represents 18.4% of the mapped ESCO skill records for ISCO-08 2619.
Practice output: Frame one workplace question, build a checkable data table, and report findings with limitations.
Study time: About 240 hours or 3–6 months
Cost and access: Google authors the program and delivers it through Google Career Skills or Coursera; US and Canada pricing is USD 49 per month after a 7-day trial and local pricing may differ.

GoogleSource ID: SRC-2026-07-29-google-data-analytics-certificate

View details with the provider

Cross-occupation foundation

AI Fluency

ความคล่องตัวของ AI

Why it is recommended: A cross-occupation foundation, not a course specific to Legal Professionals Not Elsewhere Classified: use it to practise AI literacy, prompting, output checks, and responsible use.
Practice output: Choose one Legal Professionals Not Elsewhere Classified duty, use synthetic data to create a prompt, verify three outputs against a source, and record the errors.
Study time: 7 modules
Cost and access: Microsoft Learn content is free and can be consumed without signing in; a free profile is needed to save progress or achievements.

MicrosoftSource ID: SRC-2026-07-29-microsoft-ai-fluency

View details with the provider

Data and method

This page uses scores from International Labour Organization (ILO) Working Paper 140, official Thai duties from NSO, mapped O*NET enrichment, and ESCO skill-group context with an explicit mapping scope. Roongan does not fill evidence gaps with generated claims.

This service uses the ESCO classification of the European Commission.