AI Work Index

59%

Very High Risk

Procurement/Purchasing clerk

Clerical Support Workers · SGD 2,850/mo (37% below median)

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

At Risk High Confidence Higher risk than 96% of occupations
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Score Breakdown

AI Capability Overlap Increases risk

78% of tasks overlap with current AI

Human Coordination Reduces risk

9% human advantage from judgment & presence

Local Hiring Demand Reduces risk

46% demand buffer from SG labour market

Observed AI Adoption Increases risk

AI usage 14pp above theoretical exposure

Net Displacement Risk 59%

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

What AI Changes

Tasks AI can handle

Demand forecasting, route optimization, inventory tracking, order processing automation, and supplier performance dashboards.

Where humans stay essential

Managing supplier relationships, handling disruptions in real time, negotiating contracts, quality assurance for non-standard goods, and adapting logistics to local regulations.

This role involves institutional knowledge. AI can partially support some of the technical and analytical work, but can't replace the coordination and judgment required.

Skills to focus on

Supply Chain Resilience

Building redundancy and flexibility into supply chains to handle disruptions gracefully

Vendor Negotiation

Securing favorable terms while maintaining long-term supplier partnerships

Process Optimization

Identifying bottlenecks and waste in operational workflows through direct observation

Regulatory Compliance

Navigating import/export rules, safety standards, and local regulations across jurisdictions

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