Structural pressure
8%
Low RiskLikely range
5–11%
Speech therapist
Professionals · SGD 4,764/mo (6% above median)
This model suggests AI is more likely to enhance Speech therapist than replace it. moderate exposure, but strong human bottlenecks mean AI augments rather than substitutes.
Why This Score
41% of tasks overlap with current AI
77% human advantage from judgment & presence
43% demand buffer from SG labour market
AI usage 65pp 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
111.0K
Financial & Insurance Services
97.0K
↓ cooling
Professional Services
80.1K
→ stable
Top 4 vacancy sector
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
Speech 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.
- Credential or licensing barriers could make switching harder than the adjacent-role list suggests.
Audiologist
moderate transition · 70% match
Occupational therapist
moderate transition · 70% match
Medical diagnostic radiographer
moderate transition · 69% match
Physiotherapist
moderate transition · 69% match
Podiatrist
moderate transition · 69% match
Environmental officer (public health)
moderate transition · 68% match
Radiation therapist
moderate transition · 68% match
Occupational health and safety professional
moderate transition · 67% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 22662
Anthropic: -65pp vs theory
Raw Scores
AIOE 1.146 · θ 0.718 · C-AIOE 0.837
Stability
stable · Optimistic 5% (Low) · Pessimistic 11% (Low)
Confidence
83% · Crosswalk 1.00 · Market 0.65 · Fresh 0.84
Wage (SGD/mo)
25th 4,381 · Median 4,764 · 75th 6,167