Structural pressure
13%
Low RiskLikely range
9–17%
Early intervention teacher for infants and children
Professionals · SGD 4,019/mo (11% below median)
This model suggests AI is more likely to enhance Early intervention teacher for infants and children than replace it. moderate exposure, but strong human bottlenecks mean AI augments rather than substitutes.
Why This Score
50% of tasks overlap with current AI
69% human advantage from judgment & presence
43% demand buffer from SG labour market
AI usage 7pp below theoretical exposure
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
111.0K
Financial & Insurance Services
97.0K
↓ cooling
Professional Services
80.1K
→ stable
Top 4 vacancy sector
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
Early intervention teacher for infants and children 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
University lecturer 66%Teaching assistant/Tutor in university 61%Technical/Vocational/Commercial education institute teacher and trainer 61%University lecturer
moderate transition · 66% match
Flying instructor (except air force)
moderate transition · 64% match
Teaching assistant/Tutor in university
moderate transition · 61% match
Technical/Vocational/Commercial education institute teacher and trainer
moderate transition · 61% match
Insurance services manager
moderate transition · 55% match
Health services manager
moderate transition · 54% match
School principal
moderate transition · 54% match
Pre-school education manager
moderate transition · 54% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 23622
Anthropic: -7pp vs theory
Raw Scores
AIOE 0.331 · θ 0.700 · C-AIOE 0.247
Stability
watch · Optimistic 9% (Low) · Pessimistic 17% (Moderate)
Confidence
51% · Crosswalk 0.00 · Market 0.65 · Fresh 0.80
Wage (SGD/mo)
25th 3,300 · Median 4,019 · 75th 4,951