AI Work Index

6%

Low Risk

Technical/Vocational/Commercial education institute teacher and trainer

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

AI is likely to enhance this role, not replace it. high exposure, but strong human bottlenecks mean AI augments rather than substitutes.

Augmented Medium Confidence Higher risk than 21% of occupations
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Score Breakdown

AI Capability Overlap Increases risk

68% 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

Net Displacement Risk 6%

Exposure × (1 − Bottleneck) × Market Modifier. Band stability: watch. How this works

What AI Changes

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.

This role involves ambiguous problem-solving, real-time coordination, strong client relationships. AI can partially support some of the technical and analytical work, but can't replace the coordination and judgment and physical presence required.

Skills to focus on

Classroom Facilitation

Reading the room, managing group dynamics, and keeping students engaged in real time

Adaptive Mentoring

Tailoring guidance to individual learning styles, struggles, and aspirations

Curriculum Design

Crafting holistic learning experiences that integrate AI tools without losing pedagogical depth

Emotional Intelligence

Supporting student wellbeing, recognizing distress signals, and creating safe learning environments

Market Context

Labour Market

Strong

Professionals, Managers, Executives & Technicians

3.1% ↑ 6.9% YoY

Vacancy rate · 2025 Q3

2021 2025

Hiring

Recruitment exceeds resignation

1.8% recruit · 1.2% resign

Retrenchment

2.6 per 1,000 employees

Moderate

Re-employment

73% within 12 months

54.3% within 6 months

Cluster-level data, not occupation-specific · Source: Labour Market Report Q3 2025, MRSD, MOM

Outlook

12-Month Direction (Base Case)

Worsening

Displacement Pressure

Resilient

Augmentation Upside

At Risk

Demand Outlook

Watch

Wage Pressure

Watch

Rule-based directional forecast. Not a prediction — illustrative only.

Career Paths

Structural AI exposure scores, not employment predictions. Methodology

V3.1 · 2024 wages · Q3 2025 full + Q4 2025 advance labour data · 562 occupations · 80 roles