AI Work Index

63%

Very High Risk

Personnel/Human resource clerk

Clerical Support Workers · SGD 2,950/mo (34% below median)

Significant AI displacement pressure. high exposure with few human bottlenecks to slow adoption.

At Risk High Confidence Higher risk than 98% of occupations
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Score Breakdown

AI Capability Overlap Increases risk

78% of tasks overlap with current AI

Human Coordination Reduces risk

4% human advantage from judgment & presence

Local Hiring Demand Reduces risk

47% demand buffer from SG labour market

Observed AI Adoption Increases risk

AI usage 27pp above theoretical exposure

Net Displacement Risk 63%

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

What AI Changes

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.

This role involves strong client relationships, institutional knowledge. AI can augment some of the technical and analytical work, but can't replace the coordination and judgment and relationship depth required.

Skills to focus on

People Assessment

Reading between the lines of interviews to assess potential, not just credentials

Candidate Experience

Making every interaction — from first email to offer — feel personal and respectful

Organizational Design

Understanding how roles connect and what talent gaps actually matter for business outcomes

Confidential Advisory

Handling sensitive HR matters with discretion, empathy, and sound legal awareness

Market Context

Labour Market

Watch

Clerical, Sales & Service Workers

3.3% ↓ 5.7% YoY

Vacancy rate · 2025 Q3

2021 2025

Hiring

Recruitment exceeds resignation

2.5% recruit · 1.5% resign

Retrenchment

0.9 per 1,000 employees

Low

Re-employment

80.1% within 12 months

60.5% within 6 months

Cluster-level data, not occupation-specific · Source: Labour Market Report Q3 2025, MRSD, MOM

Outlook

12-Month Direction (Base Case)

Stable

Displacement Pressure

Under Pressure

Augmentation Upside

At Risk

Demand Outlook

Under Pressure

Wage Pressure

Under Pressure

Rule-based directional forecast. Not a prediction — illustrative only.

Career Paths

Structural AI exposure scores, not employment predictions. Methodology

V3.1 · 2024 wages · Q3 2025 full + Q4 2025 advance labour data · 562 occupations · 80 roles