AI Work Index

Structural pressure

10%

Low Risk

Likely range

6–13%

Clinical psychologist

Professionals · SGD 5,495/mo (22% above median)

This model suggests AI is more likely to enhance Clinical psychologist than replace it. moderate exposure, but strong human bottlenecks mean AI augments rather than substitutes.

Compare
Augmented High Confidence In demand (SOL 2026)
University Degree Higher risk than 35% of occupations
Pressure 10%
Market 60%
Confidence 77%
Human Moat High
Evidence
4/4 sources Sources diverge

Why This Score

AI Capability Overlap Increases risk

47% of tasks overlap with current AI

Human Coordination Reduces risk

74% human advantage from judgment & presence

Local Hiring Demand Reduces risk

60% demand buffer from SG labour market

Observed AI Adoption Reduces risk

AI usage 27pp below theoretical exposure

Official Demand Signals Reduces risk

Listed on SOL — active government demand recognition

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

Net Displacement Risk 10%

Exposure × (1 − Bottleneck) × Market Modifier. How this works

Tasks AI can handle

First-draft writing, summarizing documents, headline variations, background research, and social media copy generation.

Where humans stay essential

Source development, investigative interviewing, editorial judgment, fact-checking in ambiguous situations, and ethical/legal calls on publication.

Skills to focus on

Investigative VerificationSource-BuildingEditorial JudgmentBeat Expertise

Common tools in similar work

eClinicalWorks EHR softwareMicrosoft TeamsAddison Health Systems WritePad EHRAnasazi Software Client Data System

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

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 Resilient
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.

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

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

What helps

  • A meaningful share of the work can likely be reorganized around AI rather than removed outright.

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