International Labour Organization (ILO) Working Paper 140

Midwifery Professionals in the age of AI: task exposure evidence and adaptation options

ISCO-08 2222 · Thai source label: ผดุงครรภ์วิชาชีพ

This score estimates where generative AI may assist with or perform parts of tasks. It does not predict that a job will disappear.
3.0AI / 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 3.0/10
Variation across task-level scores0.15 on a 1-point scale
Occupation codeISCO-08 2222
AI exposure groupMinimal Exposure
Score sourceILO Working Paper 140
AI 3.0/10Task-level potential
0.15 points1-point scale
Minimal ExposureILO classification
8 dutiesNSO classification evidence
8 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

Educate patients and family members regarding prenatal, intrapartum, postpartum, newborn, or interconception care.

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

O*NET Core Task

Provide prenatal, intrapartum, postpartum, or newborn care to patients.

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

O*NET Core Task

Document patients' health histories, symptoms, physical conditions, or other diagnostic information.

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

O*NET Core Task

Monitor fetal development by listening to fetal heartbeat, taking external uterine measurements, identifying fetal position, or estimating fetal size and weight.

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

O*NET Core Task

Perform physical examinations by taking vital signs, checking neurological reflexes, examining breasts, or performing pelvic examinations.

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

O*NET Core Task

Consult with or refer patients to appropriate specialists when conditions exceed the scope of practice or expertise.

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

O*NET Core Task

Develop and implement individualized plans for health care management.

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

O*NET Core Task

Document findings of physical examinations.

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

Foundational O*NET skills mapped to this occupation

These rows come from the O*NET basic skills group only. The cross-functional skills group is not captured yet, so this is a sourced starting point for deciding what to strengthen, not the full skill set of the occupation.

O*NET Essential Skill

Active Listening

Importance rating: 4.12 out of 5.

O*NET Essential Skill

Critical Thinking

Importance rating: 4.12 out of 5.

O*NET Essential Skill

Speaking

Importance rating: 4.12 out of 5.

O*NET Essential Skill

Active Learning

Importance rating: 4.00 out of 5.

O*NET Essential Skill

Monitoring

Importance rating: 4.00 out of 5.

O*NET Essential Skill

Reading Comprehension

Importance rating: 4.00 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

assisting and caring

41.8% of the published ESCO matrix row

ESCO Skill Group

communication, collaboration and creativity

37.8% of the published ESCO matrix row

ESCO Skill Group

information skills

9.2% of the published ESCO matrix row

ESCO Skill Group

management skills

6.1% 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.

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
No verified course currently matches this occupation's specific skill evidence as of 12 August 2026. The foundation below applies across occupations and is not occupation-specific.
Cross-occupation foundation

AI Fluency

ความคล่องตัวของ AI

Why it is recommended
A cross-occupation foundation, not a course specific to Midwifery Professionals: use it to practise AI literacy, prompting, output checks, and responsible use.
Practice output
Choose one Midwifery Professionals 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.
View details with the provider

ThaiMOOC courses that match this occupation's work

Selected by reading every course title in the catalog and keeping only those that teach a practitioner in this occupation, rather than those that discuss the occupation for a general audience. Every course here was verified as open for enrollment. This list says what a course teaches; it does not judge how well it suits you. Check the syllabus, language, study time, and cost with the provider before enrolling.

Search all courses

Source ID: SRC-2026-08-20-thaimooc-courses · the occupation to course map was reviewed on 21 August 2026

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.

Roongan · Source ID: SRC-2026-07-14-ilo-wp140 · This page uses traceable occupation evidence.