AI Work Index

18%

Moderate Risk

Business valuer

Professionals · SGD 9,708/mo (116% above median)

AI is likely to enhance this role, not replace it. moderate exposure, but strong human bottlenecks mean AI augments rather than substitutes.

Augmented High Confidence Higher risk than 61% of occupations
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Score Breakdown

AI Capability Overlap Increases risk

60% of tasks overlap with current AI

Human Coordination Reduces risk

59% human advantage from judgment & presence

Local Hiring Demand Reduces risk

81% demand buffer from SG labour market

Observed AI Adoption Increases risk

AI usage 11pp above theoretical exposure

Official Demand Signals Reduces risk

Listed on SOL — active government demand recognition

Net Displacement Risk 18%

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

What AI Changes

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.

This role balances structured execution. AI can augment the more structured tasks, while the overall task structure anchors the human contribution.

Skills to focus on

Professional Judgment

Making sound decisions in ambiguous situations where rules and guidelines fall short

Stakeholder Management

Navigating competing priorities across internal and external partners with diplomacy

Domain Expertise

Deep specialized knowledge that requires years of study, practice, and contextual experience

AI Tool Proficiency

Leveraging AI assistants to multiply your output while maintaining quality control

Market Context

Labour Market

Strong

Professionals, Managers, Executives & Technicians

3.1% ↑ 6.9% YoY

Vacancy rate · 2025 Q3

2021 2025

Hiring

Recruitment exceeds resignation

1.8% recruit · 1.2% resign

Retrenchment

2.6 per 1,000 employees

Moderate

Re-employment

73% within 12 months

54.3% within 6 months

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

Outlook

12-Month Direction (Base Case)

Worsening

Displacement Pressure

Watch

Augmentation Upside

At Risk

Demand Outlook

Resilient

Wage Pressure

Resilient

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