Structural pressure
62%
Very High RiskLikely range
54–68%
Personnel/Human resource clerk
Clerical Support Workers · SGD 2,950/mo (34% below median)
Personnel/Human resource clerk faces significant structural AI displacement pressure. high exposure with few human bottlenecks to slow adoption.
Why This Score
77% of tasks overlap with current AI
4% human advantage from judgment & presence
47% demand buffer from SG labour market
AI usage 27pp above 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
Resume screening, job description writing, interview scheduling, candidate sourcing from databases, and generating offer letter templates.
Where humans stay essential
Assessing cultural fit, reading candidate motivations, negotiating offers, managing sensitive employee situations, and making judgment calls on team dynamics.
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
Wholesale & Retail Trade
32.3K
↓ cooling
Top 5 vacancy sector
Transportation & Storage
22.2K
↑ hiring
Health & Social Services
19.6K
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
Personnel/Human resource clerk 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.
Human resource consultant (excluding executive search consultant)
moderate transition · 65% match
Personnel/Human resource manager
moderate transition · 62% match
Beautician
moderate transition · 61% match
Housekeeper (hotels and other establishments)
moderate transition · 60% match
Slimming consultant
moderate transition · 60% match
Housekeeping matron
moderate transition · 60% match
Rail station service assistant
moderate transition · 60% match
Hair stylist/Hairdresser
moderate transition · 60% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 41102
Anthropic: +27pp vs theory
Raw Scores
AIOE 0.989 · θ 0.564 · C-AIOE 0.873
Stability
stable · Optimistic 54% (Very High) · Pessimistic 68% (Very High)
Confidence
79% · Crosswalk 1.00 · Market 0.65 · Fresh 0.84
Wage (SGD/mo)
25th 1,740 · Median 2,950 · 75th 4,183