Structural pressure
34%
High RiskLikely range
27–40%
Cashier (general)
Service & Sales Workers · SGD 2,151/mo (52% below median)
Cashier (general) faces significant structural AI displacement pressure. moderate exposure with few human bottlenecks to slow adoption.
Why This Score
42% of tasks overlap with current AI
3% human advantage from judgment & presence
50% demand buffer from SG labour market
AI usage 36pp above theoretical exposure
These factors combine multiplicatively — larger bars do not mean proportionally larger contributions to the final score.
Exposure × (1 − Bottleneck) × Market Modifier. Band stability: watch. How this works
Tasks AI can handle
Reservation management, menu recommendations, order processing, loyalty program tracking, and basic customer query handling via chatbots.
Where humans stay essential
Genuine hospitality and warmth, reading customer moods, handling complaints gracefully, creating memorable experiences, and adapting service to cultural expectations.
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 Clerical, Sales & Service Workers labour market is under pressure. Vacancy rate is 3.1% and fell by 0.2 points from last quarter. recruitment is running above resignation (2.6% vs 1.6%).
Vacancy rate
3.1%
↓ 11.4% year-on-year
Hiring balance
2.6%
recruit vs 1.6% resign
Retrenchment
1.5 per 1,000
Low incidence
Clerical, Sales & Service Workers data · Q4 2025 full
Top Industries
Where this work is concentrated
Accommodation & Food Services
64.3K
→ stable
Top 3 vacancy sector
Wholesale & Retail Trade
60.6K
↓ cooling
Top 5 vacancy sector
Administrative & Support Services
31.4K
↓ 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
Cashier (general) has some offset potential, but it depends on transition pathways holding up in practice and on workers clearing the main switching frictions.
What helps
- Nearby moves and published transition support look reasonably strong.
What could slow it down
- Current demand support is thin, so offsets may take longer to show up.
Easier Switch
Cage/Count supervisor 73%Cage/Count supervisor
easy transition · 73% match
Undertaker
moderate transition · 67% match
Housekeeper (hotels and other establishments)
moderate transition · 67% match
Beautician
moderate transition · 67% match
Housekeeping matron
moderate transition · 66% match
Slimming consultant
moderate transition · 66% match
Child/After school care centre worker
moderate transition · 66% match
House steward
moderate transition · 66% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 52302
Anthropic: +36pp vs theory
Raw Scores
AIOE -0.248 · θ 0.553 · C-AIOE -0.222
Stability
watch · Optimistic 27% (Moderate) · Pessimistic 40% (High)
Confidence
76% · Crosswalk 1.00 · Market 0.65 · Fresh 0.84
Wage (SGD/mo)
25th 1,600 · Median 2,151 · 75th 2,588