Structural pressure
0%
Very Low RiskLikely range
0–1%
Massage therapist
Associate Professionals & Technicians · SGD 2,690/mo (40% below median)
This model suggests AI is unlikely to significantly disrupt Massage therapist. low exposure with limited overlap across core tasks.
Why This Score
14% of tasks overlap with current AI
100% human advantage from judgment & presence
45% demand buffer from SG labour market
AI usage 1pp below theoretical exposure
These factors combine multiplicatively — larger bars do not mean proportionally larger contributions to the final score.
Exposure × (1 − Bottleneck) × Market Modifier. How this works
Tasks AI can handle
Diagnostic pattern recognition, medical literature synthesis, appointment scheduling, patient record summarization, and drug interaction checking.
Where humans stay essential
Patient examination, clinical judgment under uncertainty, empathetic communication, emergency decision-making, and informed consent processes.
Skills to focus on
Common tools in similar work
Derived from matched O*NET technology-skill profiles.
Singapore Reality
Current Singapore signal
Labour now, industry footprint, and a directional 12-month read.
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
Wholesale & Retail Trade
64.4K
↓ cooling
Top 5 vacancy sector
Financial & Insurance Services
50.1K
↓ cooling
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
What To Do Next
Massage therapist has some offset potential, but it depends on task redesign holding up in practice and on workers clearing the main switching frictions.
What helps
- A meaningful share of the work can likely be reorganized around AI rather than removed outright.
What could slow it down
- Current demand support is thin, so offsets may take longer to show up.
Easier Switch
Environmental inspector (environmental public health) 67%Occupational health and safety inspector 65%Paramedic 64%Environmental inspector (environmental public health)
moderate transition · 67% match
Occupational health and safety inspector
moderate transition · 65% match
Paramedic
moderate transition · 64% match
Optician
moderate transition · 63% match
Sonographer
moderate transition · 62% match
Enrolled/Assistant nurse (excluding registered nurse)
moderate transition · 62% match
Community health worker
moderate transition · 62% match
Medical X-ray technician
moderate transition · 61% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 32551
Anthropic: -1pp vs theory
Raw Scores
AIOE -0.686 · θ 0.821 · C-AIOE -0.430
Stability
stable · Optimistic 0% (Very Low) · Pessimistic 1% (Very Low)
Confidence
90% · Crosswalk 1.00 · Market 0.65 · Fresh 0.84
Wage (SGD/mo)
25th 1,600 · Median 2,690 · 75th 3,600