Structural pressure

Very Low Risk

Likely range

1–7%

Technical/Vocational/Commercial education institute teacher and trainer

Professionals · SGD 3,800/mo (16% below median)

This model suggests AI is more likely to enhance Technical/Vocational/Commercial education institute teacher and trainer than replace it. moderate exposure, but strong human bottlenecks mean AI augments rather than substitutes.

Compare

Augmented Medium Confidence

University Degree Higher risk than 14% of occupations

Pressure 4%

Market 40%

Confidence 61%

Human Moat High

Evidence

4/4 sources Sources diverge

Why This Score

AI Capability Overlap Increases risk

46% of tasks overlap with current AI

Human Coordination Reduces risk

90% human advantage from judgment & presence

Local Hiring Demand Reduces risk

40% demand buffer from SG labour market

Observed AI Adoption Increases risk

AI usage 7pp above theoretical exposure

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

Net Displacement Risk 4%

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

Common tools in similar work

Blackboard LearnBlackboard softwareCareer management systems CMSCommon Curriculum

Derived from matched O*NET technology-skill profiles.

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.

Technical/Vocational/Commercial education institute teacher and trainer has some offset potential, but it depends on task redesign holding up in practice and on workers clearing the main switching frictions.

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

What helps