Structural pressure
25%
Moderate RiskLikely range
20–30%
Sales professional (institutional sales of financial products)
Professionals · SGD 9,583/mo (113% above median)
This model suggests AI is more likely to enhance Sales professional (institutional sales of financial products) than replace it. high exposure, but strong human bottlenecks mean AI augments rather than substitutes.
Why This Score
78% of tasks overlap with current AI
57% human advantage from judgment & presence
72% demand buffer from SG labour market
AI usage 17pp 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
Lead scoring, email drafting, CRM data entry, competitive intelligence gathering, proposal generation, and follow-up scheduling.
Where humans stay essential
Building trust with prospects, navigating complex deal structures, reading buyer intent, handling objections in live conversations, and closing high-stakes negotiations.
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%). live job ads are limited, with 2 visible postings in the last 30 days. employer pressure is low.
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
Sales professional (institutional sales of financial products) 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.
ICT sales and services professional
easy transition · 73% match
Medical and pharmaceutical products sales professional
moderate transition · 70% match
Technical sales professional
moderate transition · 69% match
Ship broker (e.g. charter or sales & purchase)
moderate transition · 69% match
Marketing strategy/planning professional
moderate transition · 66% match
Trade broker
moderate transition · 60% match
Ship charterer
moderate transition · 60% match
Oil and bunker trader
moderate transition · 60% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 24334
Anthropic: +17pp vs theory
Raw Scores
AIOE 1.074 · θ 0.682 · C-AIOE 0.822
Stability
stable · Optimistic 20% (Moderate) · Pessimistic 30% (Moderate)
Confidence
72% · Crosswalk 0.59 · Market 0.65 · Fresh 0.84
Wage (SGD/mo)
25th 6,331 · Median 9,583 · 75th 16,750