AI Work Index

Structural pressure

45%

High Risk

Likely range

39–52%

Treasury manager

Professionals · SGD 9,405/mo (109% above median)

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

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Mixed Medium Confidence In demand (SOL 2026 + Jobs in Demand)
University Degree Higher risk than 87% of occupations
Pressure 45%
Market 72%
Confidence 77%
Human Moat Medium
Evidence
4/4 sources Sources diverge Contested

Why This Score

AI Capability Overlap Increases risk

88% of tasks overlap with current AI

Human Coordination Reduces risk

31% human advantage from judgment & presence

Local Hiring Demand Reduces risk

72% demand buffer from SG labour market

Observed AI Adoption Increases risk

AI usage 4pp above theoretical exposure

Official Demand Signals Reduces risk

Listed on SOL & JiD — active government demand recognition

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

Net Displacement Risk 45%

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

Tasks AI can handle

Report drafting, data compilation, meeting summarization, email triaging, and standard analytical tasks.

Where humans stay essential

Strategic decision-making, client relationship management, professional judgment in edge cases, cross-functional coordination, and ethical oversight.

Skills to focus on

Professional JudgmentStakeholder ManagementDomain ExpertiseAI Tool Proficiency

Common tools in similar work

Adobe Creative Cloud softwareAdobe PhotoshopAmazon Web Services AWS softwareApache Hadoop

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%). live job ads are limited, with 1 visible postings in the last 30 days. employer pressure is high.

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

18%

Financial & Insurance Services

97.0K

↓ cooling

16%

Professional Services

80.1K

→ stable

Top 4 vacancy sector

13%

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 Under Pressure
Augmentation At Risk
Demand Watch
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.

Treasury manager has some offset potential, but it depends on transition pathways holding up in practice and on workers clearing the main switching frictions.

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

What could slow it down

  • Employer-side pressure is still elevated in nearby functions.

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