Structural pressure
1%
Very Low RiskLikely range
0–2%
Urologist
Professionals · SGD 6,729/mo (50% above median)
This model suggests AI is unlikely to significantly disrupt Urologist. low exposure with limited overlap across core tasks.
Why This Score
23% of tasks overlap with current AI
96% human advantage from judgment & presence
52% demand buffer from SG labour market
AI usage 35pp 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
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
Urologist has some offset potential, but it depends on task redesign holding up in practice and on workers clearing the main switching frictions.
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.
Lower Risk
Veterinarian 65%Strong Demand
Veterinarian 65%Cardiothoracic surgeon
moderate transition · 69% match
Orthopaedic surgeon
moderate transition · 67% match
General surgeon
moderate transition · 67% match
Dermatologist
moderate transition · 66% match
Ophthalmologist
moderate transition · 66% match
Diagnostic radiologist
moderate transition · 65% match
Otorhinolaryngologist/Ear, nose, throat (ENT) specialist
moderate transition · 65% match
Psychiatrist
moderate transition · 65% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: submajor_fallback · SSOC 22138
Anthropic: -35pp vs theory
Raw Scores
AIOE 0.450 · θ 0.782 · C-AIOE 0.300
Stability
stable · Optimistic 0% (Very Low) · Pessimistic 2% (Very Low)
Confidence
69% · Crosswalk 0.60 · Market 0.65 · Fresh 0.80
Wage (SGD/mo)
25th 6,071 · Median 6,729 · 75th 9,696