2.3AI / 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
Cement, Stone and Other Mineral Products Machine Operators in the age of AI: impact evidence and adaptation options
ISCO-08 8114 · Thai source label: ผู้ควบคุมเครื่องจักรผลิตผลิตภัณฑ์ซีเมนต์ หิน และแร่อื่นๆ
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 8114
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.
Monitor power plant equipment and indicators to detect evidence of operating problems.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Control power generating equipment, including boilers, turbines, generators, or reactors, using control boards or semi-automatic equipment.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Regulate equipment operations and conditions, such as water levels, based on instrument data or from computers.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Take regulatory action, based on readings from charts, meters and gauges, at established intervals.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Start or stop generators, auxiliary pumping equipment, turbines, or other power plant equipment as necessary.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Inspect records or log book entries or communicate with plant personnel to assess equipment operating status.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Control or maintain auxiliary equipment, such as pumps, fans, compressors, condensers, feedwater heaters, filters, or chlorinators, to supply water, fuel, lubricants, air, or auxiliary power.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Clean, lubricate, or maintain equipment, such as generators, turbines, pumps, or compressors, to prevent failure or deterioration.
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.
Critical Thinking
Importance rating: 3.88 out of 5.
Monitoring
Importance rating: 3.62 out of 5.
Reading Comprehension
Importance rating: 3.50 out of 5.
Speaking
Importance rating: 3.38 out of 5.
Active Listening
Importance rating: 3.25 out of 5.
Writing
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.
handling and moving
36.3% of the published ESCO matrix row
working with machinery and specialised equipment
23.2% of the published ESCO matrix row
information skills
18% of the published ESCO matrix row
constructing
10.2% 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 Cement, Stone and Other Mineral Products Machine Operators: use it to practise AI literacy, prompting, output checks, and responsible use.
- Practice output
- Choose one Cement, Stone and Other Mineral Products Machine Operators 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.