AI Work Index

Structural pressure

33%

High Risk

Likely range

27–39%

Advertising salesman

Associate Professionals & Technicians · SGD 5,500/mo (22% above median)

Advertising salesman shows mixed AI signals: high exposure, but also strong human dependencies and organizational friction.

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Mixed High Confidence
University Degree Higher risk than 76% of occupations
Pressure 33%
Market 44%
Confidence 86%
Human Moat Medium
Evidence
4/4 sources Sources aligned

Why This Score

AI Capability Overlap Increases risk

78% of tasks overlap with current AI

Human Coordination Reduces risk

50% human advantage from judgment & presence

Local Hiring Demand Reduces risk

44% demand buffer from SG labour market

Observed AI Adoption Reduces risk

AI usage 1pp below theoretical exposure

These factors combine multiplicatively — larger bars do not mean proportionally larger contributions to the final score.

Net Displacement Risk 33%

Exposure × (1 − Bottleneck) × Market Modifier. Band stability: watch. 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

Relationship BuildingConsultative SellingNegotiationMarket Sensing

Common tools in similar work

Adobe Creative Cloud softwareAdobe IllustratorAdobe InDesignAdobe Photoshop

Derived from matched O*NET technology-skill profiles.

Singapore Reality

Current Singapore signal

Labour now, industry footprint, and a directional 12-month read.

Weak market

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

15%

Wholesale & Retail Trade

64.4K

↓ cooling

Top 5 vacancy sector

13%

Financial & Insurance Services

50.1K

↓ cooling

10%

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

Stable
Displacement Watch
Augmentation At Risk
Demand Under Pressure
Wage Pressure Watch

Methodology

What To Do Next

Offset potential: Medium Separate from the core score. This estimates how much demand, redesign room, and transition support could cushion pressure.

Advertising salesman has some offset potential, but it depends on task redesign holding up in practice and on workers clearing the main switching frictions.

Demand support: Low Transition support: Medium Reallocation room: Medium Switching friction: High

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.

See how this compares to similar occupations

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Structural AI exposure scores, not employment predictions. Methodology

V4.1 structural score · 2024 wages · Q4 2025 full live monitor · 562 occupations · 88 roles

Latest official labour release: MOM Labour Market Report Q4 2025 (2026-03-20)

Made by Kirill So · Built with Claude & GPT
MIT Licensed · Open Source · Structural release V4.1 · Updated 2026-03-20