2.2AI / 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
Wood Treaters in the age of AI: impact evidence and adaptation options
ISCO-08 7521 · Thai source label: ช่างอัดน้ํายาและอบไม้
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 7521
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.
Press and adjust controls to activate, set, and regulate equipment according to specifications.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Monitor equipment operation, gauges, and panel lights to detect deviations from standards.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Record gauge readings, test results, and shift production in log books.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Confer with supervisors or other equipment operators to report equipment malfunctions or to resolve production problems.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Examine or test samples of processed substances, or collect samples for laboratory testing, to ensure conformance to specifications.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Transport materials and products to and from work areas, manually or using carts, handtrucks, or hoists.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Examine and measure completed materials or products to verify conformance to specifications, using measuring devices such as tape measures, gauges, or calipers.
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: 3.12 out of 5.
Critical Thinking
Importance rating: 3.12 out of 5.
Monitoring
Importance rating: 3.12 out of 5.
Reading Comprehension
Importance rating: 3.12 out of 5.
Speaking
Importance rating: 3.12 out of 5.
Writing
Importance rating: 2.75 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.
handling and moving
29.7% of the published ESCO matrix row
information skills
28.6% of the published ESCO matrix row
working with machinery and specialised equipment
24.2% of the published ESCO matrix row
assisting and caring
6.6% 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.
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.
AI Fluency
ความคล่องตัวของ AI
- Why it is recommended
- A cross-occupation foundation, not a course specific to Wood Treaters: use it to practise AI literacy, prompting, output checks, and responsible use.
- Practice output
- Choose one Wood Treaters 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.