What is the AI risk score for ICT quality assurance specialist?

ICT quality assurance specialist has an AI displacement risk of 45%, rated High. AI task overlap: 83%. Human advantage: 29%. Singapore demand buffer: 68%.

Structural pressure

45%

High Risk

Likely range

39–52%

ICT quality assurance specialist

Professionals · SGD 7,666/mo (70% above median)

ICT quality assurance specialist shows mixed AI signals: high exposure, but also strong human dependencies and organizational friction.

Compare

Mixed Medium Confidence

University Degree Higher risk than 87% of occupations

Pressure 45%

Market 68%

Confidence 50%

Human Moat Low

Evidence

1/4 sources Limited data

Why This Score

AI Capability Overlap Increases risk

83% of tasks overlap with current AI

Human Coordination Reduces risk

29% human advantage from judgment & presence

Local Hiring Demand Reduces risk

68% demand buffer from SG labour market

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

Net Displacement Risk 45%

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

Tasks AI can handle

Code generation, test writing, documentation, code review suggestions, and debugging common patterns.

Where humans stay essential

System architecture decisions, complex debugging in production, cross-team coordination, requirements gathering, and security-critical code review.

Skills to focus on

System DesignDebugging Complex SystemsStakeholder CommunicationSecurity Awareness

Common tools in similar work

Adobe AcrobatAdobe After EffectsAdobe Creative Cloud softwareAdobe Illustrator

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 moderate.

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

111.0K

18%

Financial & Insurance Services

97.0K

↓ cooling

16%

Professional Services

80.1K

→ stable

Top 4 vacancy sector

13%

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 Under Pressure

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.

ICT quality assurance specialist 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