Structural pressure
41%
High RiskLikely range
35–48%
Marketing and sales executive (food & beverage services)
Associate Professionals & Technicians · SGD 3,500/mo (22% below median)
Marketing and sales executive (food & beverage services) shows mixed AI signals: high exposure, but also strong human dependencies and organizational friction.
Why This Score
88% of tasks overlap with current AI
44% human advantage from judgment & presence
49% demand buffer from SG labour market
AI usage 2pp 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
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
73.5K
Wholesale & Retail Trade
64.4K
↓ cooling
Top 5 vacancy sector
Financial & Insurance Services
50.1K
↓ 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
Marketing and sales executive (food & beverage services) 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.
Easier Switch
After sales adviser/Client account service executive 74%Business development executive 72%Online sales channel executive 68%After sales adviser/Client account service executive
easy transition · 74% match
Business development executive
easy transition · 72% match
Online sales channel executive
moderate transition · 68% match
Insurance sales agent/broker (including independent financial planner)
moderate transition · 65% match
Advertising salesman
moderate transition · 62% match
Sales professional (institutional sales of financial products)
moderate transition · 61% match
ICT sales and services professional
moderate transition · 61% match
Salesperson (door-to-door)
moderate transition · 60% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 33223
Anthropic: -2pp vs theory
Raw Scores
AIOE 1.341 · θ 0.667 · C-AIOE 1.047
Stability
stable · Optimistic 35% (High) · Pessimistic 48% (High)
Confidence
90% · Crosswalk 1.00 · Market 0.65 · Fresh 0.84
Wage (SGD/mo)
25th 1,750 · Median 3,500 · 75th 4,330