Structural pressure
49%
High RiskLikely range
43–56%
Art and craft instructor (extracurriculum)
Associate Professionals & Technicians · SGD 3,300/mo (27% below median)
Art and craft instructor (extracurriculum) shows mixed AI signals: high exposure, but also strong human dependencies and organizational friction.
Why This Score
90% of tasks overlap with current AI
36% human advantage from judgment & presence
40% demand buffer from SG labour market
These factors combine multiplicatively — larger bars do not mean proportionally larger contributions to the final score.
Exposure × (1 − Bottleneck) × Market Modifier. Band stability: watch. How this works
Tasks AI can handle
Generating lesson plans, creating quizzes and practice exercises, summarizing curricula, personalizing reading lists, and grading objective assessments.
Where humans stay essential
Motivating students, adapting to emotional and social dynamics in the classroom, mentoring, handling behavioral issues, and assessing creative or nuanced work.
Skills to focus on
Singapore Reality
Current Singapore signal
Labour now, industry footprint, and a directional 12-month read.
The Professionals, Managers, Executives & Technicians labour market is weak. Vacancy rate is 3.1% and was essentially flat versus last quarter. recruitment is running above resignation (1.5% vs 0.9%).
Vacancy rate
3.1%
↓ 3.1% year-on-year
Hiring balance
1.5%
recruit vs 0.9% resign
Retrenchment
1.5 per 1,000
Low incidence
Professionals, Managers, Executives & Technicians data · Q4 2025 full
Top Industries
Where this work is concentrated
Public Administration & Education Services
73.5K
Wholesale & Retail Trade
64.4K
↓ cooling
Top 5 vacancy sector
Financial & Insurance Services
50.1K
↓ cooling
Industry vacancy overlays use the latest published detailed cross-tab (2025 QQ), which can lag the main labour monitor.
12-Month Outlook
Rule-based, not a prediction
What To Do Next
Art and craft instructor (extracurriculum) has some offset potential, but it depends on transition pathways holding up in practice and on workers clearing the main switching frictions.
What could slow it down
- Current demand support is thin, so offsets may take longer to show up.
Easier Switch
Information technology trainer (extracurriculum) 74%Pre-primary education teacher 72%Language instructor (extracurriculum) 69%Lower Risk
Flying instructor (except air force) 72%School principal 62%Driving instructor/tester 64%Information technology trainer (extracurriculum)
easy transition · 74% match
Pre-primary education teacher
easy transition · 72% match
Flying instructor (except air force)
easy transition · 72% match
Language instructor (extracurriculum)
moderate transition · 69% match
University lecturer
moderate transition · 68% match
Music instructor (extracurriculum)
moderate transition · 66% match
Martial arts instructor
moderate transition · 66% match
Driving instructor/tester
moderate transition · 64% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 36202
Raw Scores
AIOE 1.325 · θ 0.657 · C-AIOE 1.048
Stability
watch · Optimistic 43% (High) · Pessimistic 56% (Very High)
Confidence
51% · Crosswalk 1.00 · Market 0.65 · Fresh 0.55
Wage (SGD/mo)
25th 2,400 · Median 3,300 · 75th 4,183