Structural pressure
43%
High RiskLikely range
36–50%
Online sales channel executive
Associate Professionals & Technicians · SGD 3,500/mo (22% below median)
Online sales channel executive 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
37% 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%). 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
Online sales channel executive has some offset potential, but it depends on transition pathways 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.
Easier Switch
After sales adviser/Client account service executive 74%Business development executive 72%Marketing and sales executive (food & beverage services) 72%After sales adviser/Client account service executive
easy transition · 74% match
Business development executive
easy transition · 72% match
Marketing and sales executive (food & beverage services)
easy transition · 72% match
Insurance sales agent/broker (including independent financial planner)
moderate transition · 65% match
Advertising salesman
moderate transition · 63% match
Sales professional (institutional sales of financial products)
moderate transition · 62% match
ICT sales and services professional
moderate transition · 62% match
Salesperson (door-to-door)
moderate transition · 61% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 33224
Anthropic: -2pp vs theory
Raw Scores
AIOE 1.341 · θ 0.667 · C-AIOE 1.047
Stability
stable · Optimistic 36% (High) · Pessimistic 50% (High)
Confidence
90% · Crosswalk 1.00 · Market 0.65 · Fresh 0.84
Wage (SGD/mo)
25th 2,881 · Median 3,500 · 75th 4,500