AI Work Index

Structural pressure

26%

Moderate Risk

Likely range

20–33%

Recruiter

Sources, screens, and hires talent for organizations

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

Compare
Mixed High Confidence 3-component blend
Higher risk than 70% of occupations
Pressure 26%
Market 51%
Confidence 82%
Human Moat High

Why This Score

AI Capability Overlap Increases risk

84% of tasks overlap with current AI

Human Coordination Reduces risk

61% human advantage from judgment & presence

Local Hiring Demand Reduces risk

51% demand buffer from SG labour market

Observed AI Adoption Reduces risk

AI usage 17pp below theoretical exposure

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

Net Displacement Risk 26%

Blended across 3 occupations using the same score logic as an occupation page. How this works

Tasks AI can handle

Resume screening, job description writing, interview scheduling, candidate sourcing from databases, and generating offer letter templates.

Where humans stay essential

Assessing cultural fit, reading candidate motivations, negotiating offers, managing sensitive employee situations, and making judgment calls on team dynamics.

Skills to focus on

People AssessmentCandidate ExperienceOrganizational DesignConfidential Advisory

Common tools in similar work

Adobe After EffectsAdobe Creative Cloud softwareAdobe IllustratorAdobe InDesign

Blended from O*NET matches across 3 component occupations.

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 2 visible postings in the last 30 days. employer pressure is moderate.

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

18%

Financial & Insurance Services

↓ cooling
16%

Professional Services

→ stable
13%

Top 4 vacancy sector

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 Watch
Wage Pressure Watch

What To Do Next

Offset potential: Medium Separate from the core score. This is a blended estimate of how much demand, redesign room, and transition support could cushion pressure.

This estimated role shows some offset potential, but it depends on demand and transition pathways holding up across the blended occupation set.

Demand support: Low 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.

What could slow it down

  • Current demand support is thin, so offsets may take longer to show up.
  • Employer-side pressure is still elevated in nearby functions.

Blended from 3 component occupations. This remains a heuristic support layer rather than a direct measure of realised reinstatement.

Blended from 3 component occupations; anchored on Executive search consultant.

Compare with similar roles or 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