3.8AI / 10
Use the score to choose where to start adapting
Gradient 1Compare 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
Meter Readers and Vending-machine Collectors in the age of AI: impact evidence and adaptation options
ISCO-08 9623 · Thai source label: คนจดมาตรวัดและเก็บเงินจากเครื่องจําหน่ายสินค้าอัตโนมัติ
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 9623
AI exposure groupGradient 1
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.
Read electric, gas, water, or steam consumption meters and enter data in route books or hand-held computers.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Walk or drive vehicles along established routes to take readings of meter dials.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Upload into office computers all information collected on hand-held computers during meter rounds, or return route books or hand-held computers to business offices so that data can be compiled.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Verify readings in cases where consumption appears to be abnormal, and record possible reasons for fluctuations.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Inspect meters for unauthorized connections, defects, and damage, such as broken seals.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Report to service departments any problems, such as meter irregularities, damaged equipment, or impediments to meter access, including dogs.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Answer customers' questions about services and charges, or direct them to customer service centers.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Update client address and meter location information.
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: 3.00 out of 5.
Critical Thinking
Importance rating: 3.00 out of 5.
Reading Comprehension
Importance rating: 3.00 out of 5.
Speaking
Importance rating: 3.00 out of 5.
Monitoring
Importance rating: 2.88 out of 5.
Active Learning
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.
working with machinery and specialised equipment
31.7% of the published ESCO matrix row
information skills
22% of the published ESCO matrix row
assisting and caring
12.2% of the published ESCO matrix row
handling and moving
12.2% 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 Meter Readers and Vending-machine Collectors: use it to practise AI literacy, prompting, output checks, and responsible use.
- Practice output
- Choose one Meter Readers and Vending-machine Collectors 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.