What is the AI risk score for Aeronautical engineering technician?

Aeronautical engineering technician has an AI displacement risk of 11%, rated Low. AI task overlap: 29%. Human advantage: 55%. Singapore demand buffer: 50%.

Structural pressure

11%

Low Risk

Likely range

8–14%

Aeronautical engineering technician

Associate Professionals & Technicians · SGD 4,481/mo (near median)

This model suggests AI is unlikely to significantly disrupt Aeronautical engineering technician. low exposure with limited overlap across core tasks.

Compare

Stable High Confidence

Polytechnic / ITE Diploma Higher risk than 40% of occupations

Pressure 11%

Market 50%

Confidence 89%

Human Moat Medium

Evidence

4/4 sources Sources aligned

Why This Score

AI Capability Overlap Increases risk

29% of tasks overlap with current AI

Human Coordination Reduces risk

55% human advantage from judgment & presence

Local Hiring Demand Reduces risk

50% demand buffer from SG labour market

Observed AI Adoption Reduces risk

AI usage 27pp below theoretical exposure

These factors combine multiplicatively — larger bars do not mean proportionally larger contributions to the final score.

Net Displacement Risk 11%

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

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.

Skills to focus on

Technical ProficiencyDiagnostic ReasoningAdaptabilityCross-Team Communication

Common tools in similar work

Adobe IllustratorAmazon DynamoDBAmazon Elastic Compute Cloud EC2Amazon Redshift

Derived from matched O*NET technology-skill profiles.

Singapore Reality

Current Singapore signal

Labour now, industry footprint, and a directional 12-month read.

Weak market

The Professionals, Managers, Executives & Technicians labour market is weak. Vacancy rate is 3.1% and was essentially flat versus last quarter. recruitment is running above resignation (1.5% vs 0.9%). employer pressure is low.

Vacancy rate

3.1%

↓ 3.1% year-on-year

Hiring balance

1.5%

recruit vs 0.9% resign

Retrenchment

1.5 per 1,000

Low incidence

Professionals, Managers, Executives & Technicians data · Q4 2025 full

Top Industries

Where this work is concentrated

Public Administration & Education Services

73.5K

15%

Wholesale & Retail Trade

64.4K

↓ cooling

Top 5 vacancy sector

13%

Financial & Insurance Services

50.1K

↓ cooling

10%

Industry vacancy overlays use the latest published detailed cross-tab (2025 QQ), which can lag the main labour monitor.

12-Month Outlook

Rule-based, not a prediction

Stable

Displacement Resilient

Augmentation At Risk

Demand Watch

Wage Pressure Watch

Methodology

What To Do Next

Offset potential: Medium Separate from the core score. This estimates how much demand, redesign room, and transition support could cushion pressure.

Aeronautical engineering technician has some offset potential, but it depends on transition pathways holding up in practice and on workers clearing the main switching frictions.

Demand support: Low Transition support: Medium Reallocation room: Medium Switching friction: High

What could slow it down