1.7AI / 10
Use the score to choose where to start adapting
Not ExposedCompare 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
Physiotherapy Technicians and Assistants in the age of AI: impact evidence and adaptation options
ISCO-08 3255 · Thai source label: เจ้าหน้าที่เทคนิคและผู้ช่วยด้านกายภาพบําบัด
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 3255
AI exposure groupNot Exposed
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.
Formulate herbal preparations to treat conditions considering herbal properties, such as taste, toxicity, effects of preparation, contraindications, and incompatibilities.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Maintain and follow standard quality, safety, environmental, and infection control policies and procedures.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Maintain detailed and complete records of health care plans and prognoses.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Dispense herbal formulas and inform patients of dosages and frequencies, treatment duration, possible side effects, and drug interactions.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Consider Western medical procedures in health assessment, health care team communication, and care referrals.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Adhere to local, state, and federal laws, regulations, and statutes.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Treat patients using tools, such as needles, cups, ear balls, seeds, pellets, or nutritional supplements.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Educate patients on topics, such as meditation, ergonomics, stretching, exercise, nutrition, the healing process, breathing, or relaxation techniques.
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.
Reading Comprehension
Importance rating: 4.25 out of 5.
Active Listening
Importance rating: 4.12 out of 5.
Critical Thinking
Importance rating: 4.12 out of 5.
Speaking
Importance rating: 4.12 out of 5.
Writing
Importance rating: 4.00 out of 5.
Active Learning
Importance rating: 3.75 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.
communication, collaboration and creativity
42% of the published ESCO matrix row
assisting and caring
33.8% of the published ESCO matrix row
management skills
12.6% of the published ESCO matrix row
information skills
6.9% 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.
Google Project Management Certificate
ประกาศนียบัตรวิชาชีพด้านการจัดการโครงการจาก Google
- Why it is recommended
- This course aligns with management skills. This group represents 12.6% of the mapped ESCO skill records for ISCO-08 3255.
- 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.
AI Fluency
ความคล่องตัวของ AI
- Why it is recommended
- A cross-occupation foundation, not a course specific to Physiotherapy Technicians and Assistants: use it to practise AI literacy, prompting, output checks, and responsible use.
- Practice output
- Choose one Physiotherapy Technicians and Assistants 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.