Very Low Risk

Physical fitness instructor (including yoga instructor and aerobics instructor)

Associate Professionals & Technicians · SGD 2,550/mo (43% below median)

AI is unlikely to significantly disrupt this role. low exposure — limited overlap with core tasks.

Stable High Confidence Higher risk than 9% of occupations

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Score Breakdown

AI Capability Overlap Increases risk

32% of tasks overlap with current AI

Human Coordination Reduces risk

93% human advantage from judgment & presence

Local Hiring Demand Reduces risk

30% demand buffer from SG labour market

Observed AI Adoption Reduces risk

AI usage 26pp below theoretical exposure

Net Displacement Risk 2%

Exposure × (1 − Bottleneck) × Market Modifier. 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

Under Pressure

Wage Pressure

Watch

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

Career Paths

Easier Switch

Martial arts instructor 68%

Lower Risk

Flying instructor (except air force) 58%Sports coach 52%Martial arts instructor 68%

Better Pay

Martial arts instructor 68%Flying instructor (except air force) 58%Information technology trainer (extracurriculum) 57%

Strong Demand

Flying instructor (except air force) 58%University lecturer 56%Insurance services manager 52%

Martial arts instructor

moderate transition · 68% match

Flying instructor (except air force)

moderate transition · 58% match

Information technology trainer (extracurriculum)

moderate transition · 57% match

University lecturer

moderate transition · 56% match

Relief teacher

moderate transition · 53% match

Art and craft instructor (extracurriculum)

moderate transition · 53% match

Language instructor (extracurriculum)

moderate transition · 53% match

Pre-primary education teacher

moderate transition · 52% match