31%

High Risk

Exhibition/Conference/Event planner (including wedding planner/coordinator)

Associate Professionals & Technicians · SGD 3,740/mo (17% below median)

Mixed signals — high exposure but also strong human dependencies. Outcome depends on adoption patterns.

Mixed High Confidence Higher risk than 78% of occupations

Compare

Score Breakdown

AI Capability Overlap Increases risk

83% of tasks overlap with current AI

Human Coordination Reduces risk

57% human advantage from judgment & presence

Local Hiring Demand Reduces risk

40% demand buffer from SG labour market

Observed AI Adoption Reduces risk

AI usage 15pp below theoretical exposure

Net Displacement Risk 31%

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

What AI Changes

Tasks AI can handle

Technical documentation, standard testing procedures, data logging, routine diagnostics, and equipment monitoring.

Where humans stay essential

Hands-on troubleshooting, interpreting non-standard test results, calibrating instruments, and bridging communication between engineers and operators.

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

Skills to focus on

Technical Proficiency

Applied technical skills that bridge theory and hands-on execution in real environments

Diagnostic Reasoning

Interpreting test results and instrument readings that fall outside normal parameters

Adaptability

Learning new tools, processes, and technologies as the technical landscape evolves

Cross-Team Communication

Translating between engineers, managers, and frontline workers in plain language

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

Watch

Wage Pressure

Watch

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

Career Paths

Easier Switch

Real estate agent 69%International market agent/representative (e.g. junket operator) 69%Safety and security consultant 68%

Lower Risk

Harbour pilot 64%Sports coach 65%Air transport service supervisor 63%

Better Pay

Real estate agent 69%International market agent/representative (e.g. junket operator) 69%Safety and security consultant 68%

Strong Demand

International market agent/representative (e.g. junket operator) 69%Safety and security consultant 68%Appraiser/Valuer (excluding intangible asset valuer) 63%

Real estate agent

moderate transition · 69% match

International market agent/representative (e.g. junket operator)

moderate transition · 69% match

Safety and security consultant

moderate transition · 68% match

Employment agent/Labour contractor

moderate transition · 66% match

Air transport equipment project executive

moderate transition · 65% match

Sports coach

moderate transition · 65% match

Harbour pilot

moderate transition · 64% match

Shipping agent/Boarding officer

moderate transition · 64% match