1.6AI / 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
Cabinet-makers and Related Workers in the age of AI: impact evidence and adaptation options
ISCO-08 7522 · Thai source label: ช่างทําเฟอร์นิเจอร์ไม้และผู้ปฏิบัติงานที่เกี่ยวข้อง
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 7522
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.
Produce or assemble components of articles, such as store fixtures, office equipment, cabinets, or high-grade furniture.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Verify dimensions or check the quality or fit of pieces to ensure adherence to specifications.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Set up or operate machines, including power saws, jointers, mortisers, tenoners, molders, or shapers, to cut, mold, or shape woodstock or wood substitutes.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Measure and mark dimensions of parts on paper or lumber stock prior to cutting, following blueprints, to ensure a tight fit and quality product.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Reinforce joints with nails or other fasteners to prepare articles for finishing.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Attach parts or subassemblies together to form completed units, using glue, dowels, nails, screws, or clamps.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Establish the specifications of articles to be constructed or repaired, or plan the methods or operations for shaping or assembling parts, based on blueprints, drawings, diagrams, or oral or written instructions.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Cut timber to the right size, and shape and trim parts of joints to ensure a snug fit, using hand tools, such as planes, chisels, or wood files.
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.
Mathematics
Importance rating: 3.00 out of 5.
Speaking
Importance rating: 3.00 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.
handling and moving
43.4% of the published ESCO matrix row
constructing
15.5% of the published ESCO matrix row
communication, collaboration and creativity
13.2% of the published ESCO matrix row
information skills
13.2% 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.
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 Cabinet-makers and Related Workers: use it to practise AI literacy, prompting, output checks, and responsible use.
- Practice output
- Choose one Cabinet-makers and Related Workers 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.