5.3AI / 10
Use the score to choose where to start adapting
Gradient 3Compare 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-wp140International Labour Organization (ILO) Working Paper 140
Medical Secretaries in the age of AI: impact evidence and adaptation options
ISCO-08 3344 · Thai source label: เลขานุการด้านการแพทย์
This score estimates where generative AI may assist with or perform parts of tasks. It does not predict that a job will disappear.
What the ILO evidence measures
Occupation codeISCO-08 3344
AI exposure groupGradient 3
Score sourceILO Working Paper 140
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.
Transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room visits, operations, chart reviews, consultation, or discharge summaries.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Distinguish between homonyms and recognize inconsistencies and mistakes in medical terms, referring to dictionaries, drug references, and other sources on anatomy, physiology, and medicine.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Return dictated reports in printed or electronic form for physician's review, signature, and corrections and for inclusion in patients' medical records.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Identify mistakes in reports and check with doctors to obtain the correct information.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Perform data entry and data retrieval services, providing data for inclusion in medical records and for transmission to physicians.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administrative material.
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.
Active Listening
Importance rating: 4.12 out of 5.
Reading Comprehension
Importance rating: 4.00 out of 5.
Speaking
Importance rating: 4.00 out of 5.
Writing
Importance rating: 3.88 out of 5.
Critical Thinking
Importance rating: 3.12 out of 5.
Monitoring
Importance rating: 3.12 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.
management skills
32% of the published ESCO matrix row
information skills
26.2% of the published ESCO matrix row
communication, collaboration and creativity
23.8% of the published ESCO matrix row
assisting and caring
8.2% 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.
The specific items below are derived from structurally validated ISCO/ESCO rules, not an occupation-by-occupation expert endorsement.
Experiencing SAP Business AI
สัมผัสประสบการณ์ SAP Business AI
- Why it is recommended
- This course aligns with management skills. This group represents 32% of the mapped ESCO skill records for ISCO-08 3344.
- Practice output
- Map one business process and mark AI-assist steps, review controls, and decision owners.
- Study time
- No verified duration on the public page
- Cost and access
- Self-paced SAP Learning content is free and may require an SAP Universal ID to retain progress; some guided sessions or practice systems require a Learning Hub subscription.
Google Project Management Certificate
ประกาศนียบัตรวิชาชีพด้านการจัดการโครงการจาก Google
- Why it is recommended
- This course aligns with management skills. This group represents 32% of the mapped ESCO skill records for ISCO-08 3344.
- Practice output
- Break one process into an outcome, tasks, owners, risks, and a weekly review checkpoint.
- Study time
- About 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.
Google Data Analytics Certificate
ประกาศนียบัตรวิชาชีพด้านการวิเคราะห์ข้อมูลจาก Google
- Why it is recommended
- This course aligns with information skills. This group represents 26.2% of the mapped ESCO skill records for ISCO-08 3344.
- 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.
AI Fluency
ความคล่องตัวของ AI
- Why it is recommended
- A cross-occupation foundation, not a course specific to Medical Secretaries: use it to practise AI literacy, prompting, output checks, and responsible use.
- Practice output
- Choose one Medical Secretaries 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.
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.