AI Work Index

Structural pressure

13%

Low Risk

Likely 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.

Compare
Augmented Medium Confidence
University Degree Higher risk than 48% of occupations
Pressure 13%
Market 43%
Confidence 51%
Human Moat High
Evidence
3/4 sources Sources diverge

Why This Score

AI Capability Overlap Increases risk

50% of tasks overlap with current AI

Human Coordination Reduces risk

69% human advantage from judgment & presence

Local Hiring Demand Reduces risk

43% demand buffer from SG labour market

Observed AI Adoption Reduces risk

AI usage 7pp below theoretical exposure

These factors combine multiplicatively — larger bars do not mean proportionally larger contributions to the final score.

Net Displacement Risk 13%

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

Classroom FacilitationAdaptive MentoringCurriculum DesignEmotional Intelligence

Singapore Reality

Current Singapore signal

Labour now, industry footprint, and a directional 12-month read.

Weak market

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

18%

Financial & Insurance Services

97.0K

↓ cooling

16%

Professional Services

80.1K

→ stable

Top 4 vacancy sector

13%

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

Stable
Displacement Resilient
Augmentation At Risk
Demand Under Pressure
Wage Pressure Watch

Methodology

What To Do Next

Offset potential: Medium Separate from the core score. This estimates how much demand, redesign room, and transition support could cushion pressure.

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.

Demand support: Low Transition support: Medium Reallocation room: Medium Switching friction: High

What could slow it down

  • Current demand support is thin, so offsets may take longer to show up.

See how this compares to similar occupations

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Structural AI exposure scores, not employment predictions. Methodology

V4.1 structural score · 2024 wages · Q4 2025 full live monitor · 562 occupations · 88 roles

Latest official labour release: MOM Labour Market Report Q4 2025 (2026-03-20)

Made by Kirill So · Built with Claude & GPT
MIT Licensed · Open Source · Structural release V4.1 · Updated 2026-03-20