Structural pressure
39%
High RiskLikely range
34–45%
After sales adviser/Client account service executive
Associate Professionals & Technicians · SGD 5,620/mo (25% above median)
After sales adviser/Client account service 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
60% 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 present, with 4 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
After sales adviser/Client account service executive 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
Business development executive 70%Marketing and sales executive (food & beverage services) 65%Insurance sales agent/broker (including independent financial planner) 65%Lower Risk
Marketing manager 59%Regional sales manager 59%Sales professional (institutional sales of financial products) 61%Business development executive
moderate transition · 70% match
Marketing and sales executive (food & beverage services)
moderate transition · 65% match
Insurance sales agent/broker (including independent financial planner)
moderate transition · 65% match
Online sales channel executive
moderate transition · 63% match
Advertising salesman
moderate transition · 61% match
Sales professional (institutional sales of financial products)
moderate transition · 61% match
ICT sales and services professional
moderate transition · 60% match
Marketing manager
moderate transition · 59% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 33222
Anthropic: -2pp vs theory
Raw Scores
AIOE 1.341 · θ 0.667 · C-AIOE 1.047
Stability
stable · Optimistic 34% (High) · Pessimistic 45% (High)
Confidence
90% · Crosswalk 1.00 · Market 0.65 · Fresh 0.84
Wage (SGD/mo)
25th 4,054 · Median 5,620 · 75th 9,583