3.5AI / 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
Stall and Market Salespersons in the age of AI: impact evidence and adaptation options
ISCO-08 5211 · Thai source label: ผู้จําหน่ายสินค้าตามแผงลอยและตลาด
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 5211
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.
Deliver merchandise and collect payment.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Write and record orders for merchandise or enter orders into computers.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Explain products or services and prices and demonstrate use of products.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Arrange buying parties and solicit sponsorship of such parties to sell merchandise.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Answer questions about product features and benefits.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Circulate among potential customers or travel by foot, truck, automobile, or bicycle to deliver or sell merchandise or services.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Develop prospect lists.
Use this source statement to identify repetitive work, review points, and work that still depends on human judgement.
Distribute product samples or literature that details products or services.
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.
Speaking
Importance rating: 4.00 out of 5.
Active Listening
Importance rating: 3.38 out of 5.
Reading Comprehension
Importance rating: 3.00 out of 5.
Critical Thinking
Importance rating: 2.88 out of 5.
Writing
Importance rating: 2.88 out of 5.
Monitoring
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.
communication, collaboration and creativity
40% of the published ESCO matrix row
assisting and caring
20% of the published ESCO matrix row
handling and moving
16% of the published ESCO matrix row
management skills
16% 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.
Customer Engagement Fundamentals
พื้นฐานการสร้างความผูกพันกับลูกค้า
- Why it is recommended
- This course aligns with communication, collaboration and creativity. This group represents 40% of the mapped ESCO skill records for ISCO-08 5211.
- Practice output
- Write three customer scenarios, practise confirmation questions, and record evidence of resolution.
- Study time
- 10–40 hours
- Cost and access
- The course is free with SkillsBuild registration. The current listing names English, Arabic, Brazilian Portuguese, French, German, Hindi, Indonesian, and Spanish.
Get Started with Artificial Intelligence
เริ่มต้นใช้งานปัญญาประดิษฐ์
- Why it is recommended
- This course aligns with communication, collaboration and creativity. This group represents 40% of the mapped ESCO skill records for ISCO-08 5211.
- Practice output
- Model one AI-assisted service case with prohibited data, review points, and an approver.
- Study time
- About 3 hours 15 minutes
- Cost and access
- Trailhead is free, but an account is needed to retain progress or badges, and some content may only be available in English.
AI Fluency
ความคล่องตัวของ AI
- Why it is recommended
- A cross-occupation foundation, not a course specific to Stall and Market Salespersons: use it to practise AI literacy, prompting, output checks, and responsible use.
- Practice output
- Choose one Stall and Market Salespersons 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.