Structural pressure

Very Low Risk

Likely range

0–4%

Physical fitness instructor (including yoga instructor and aerobics instructor)

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

This model suggests AI is unlikely to significantly disrupt Physical fitness instructor (including yoga instructor and aerobics instructor). moderate exposure with limited overlap across core tasks.

Compare

Stable High Confidence

University Degree Higher risk than 9% of occupations

Pressure 2%

Market 30%

Confidence 83%

Human Moat High

Evidence

4/4 sources Sources diverge

Why This Score

AI Capability Overlap Increases risk

34% 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

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

Net Displacement Risk 2%

Exposure × (1 − Bottleneck) × Market Modifier. 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

Intuit QuickBooksBioEx Systems Exercise ExpertBioEx Systems Fitness MakerBioEx Systems Nutrition Maker Plus

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

73.5K

15%

Wholesale & Retail Trade

64.4K

↓ cooling

Top 5 vacancy sector

13%

Financial & Insurance Services

50.1K

↓ cooling

10%

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.

Physical fitness instructor (including yoga instructor and aerobics instructor) 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