Will AI replace Mover in Singapore?

AI is unlikely to significantly disrupt this role. low exposure — limited overlap with core tasks. Net displacement risk: 3% (Very Low). Median wage: SGD 2,223/month.

What is the AI risk score for Mover?

Mover has an AI displacement risk of 3%, rated Very Low. AI task overlap: 5%. Human advantage: 22%. Singapore demand buffer: 78%.

Very Low Risk

Mover

Cleaners, Labourers & Related Workers · SGD 2,223/mo (51% below median)

AI is unlikely to significantly disrupt this role. low exposure — limited overlap with core tasks.

Stable High Confidence Higher risk than 10% of occupations

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Score Breakdown

AI Capability Overlap Increases risk

5% of tasks overlap with current AI

Human Coordination Reduces risk

22% human advantage from judgment & presence

Local Hiring Demand Reduces risk

78% demand buffer from SG labour market

Observed AI Adoption Increases risk

AI usage 13pp above theoretical exposure

Net Displacement Risk 3%

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

What AI Changes

Tasks AI can handle

Predictive maintenance scheduling, safety checklist automation, inventory management, and remote monitoring via sensors.

Where humans stay essential

Physical dexterity on job sites, real-time environmental adaptation, operating heavy equipment safely, and handling unexpected on-site conditions.

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

Hands-On Expertise

Physical skills, spatial awareness, and motor coordination that no software can replicate

On-Site Problem Solving

Diagnosing and fixing issues in unpredictable real-world environments

Safety Protocols

Preventing accidents through situational awareness, training, and strict procedural discipline

Equipment Proficiency

Operating, maintaining, and troubleshooting specialized tools and machinery

Market Context

Labour Market

Strong

Production & Transport Operators, Cleaners & Labourers

2% ↑ 17.6% YoY

Vacancy rate · 2025 Q3

2021 2025

Hiring

Recruitment exceeds resignation

2.1% recruit · 1.3% resign

Retrenchment

0.3 per 1,000 employees

Low

Re-employment

82.6% within 12 months

67.6% 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

Resilient

Augmentation Upside

At Risk

Demand Outlook

Resilient

Wage Pressure

Resilient

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

Career Paths

Easier Switch

Aircraft loader (e.g. airport baggage/cargo handler) 76%Vehicle attendant 75%

Better Pay

Aircraft loader (e.g. airport baggage/cargo handler) 76%Vehicle attendant 75%Laboratory attendant 61%

Strong Demand

Laboratory attendant 61%Car park attendant 61%Building caretaker/Watchman 60%

Aircraft loader (e.g. airport baggage/cargo handler)

easy transition · 76% match

Vehicle attendant

easy transition · 75% match

Laboratory attendant

moderate transition · 61% match

Car park attendant

moderate transition · 61% match

Building caretaker/Watchman

moderate transition · 60% match

Cleaning supervisor

moderate transition · 60% match

Waste recycling sorter

moderate transition · 60% match

Sports and recreational attendant (e.g. golf marshal, golf caddie, fun fair attendant, bowling alley attendant, swimming

moderate transition · 60% match