What is the AI risk score for Intellectual property agent?

Intellectual property agent has an AI displacement risk of 67%, rated Very High. AI task overlap: 84%. Human advantage: 5%. Singapore demand buffer: 48%.

Structural pressure

67%

Very High Risk

Likely range

59–74%

Intellectual property agent

Professionals · SGD 4,464/mo (near median)

Intellectual property agent faces significant structural AI displacement pressure. high exposure with few human bottlenecks to slow adoption.

Compare

At Risk High Confidence

Polytechnic / ITE Diploma Higher risk than 97% of occupations

Pressure 67%

Market 48%

Confidence 86%

Human Moat Low

Evidence

3/4 sources Sources agree: high

Why This Score

AI Capability Overlap Increases risk

84% of tasks overlap with current AI

Human Coordination Reduces risk

5% human advantage from judgment & presence

Local Hiring Demand Reduces risk

48% demand buffer from SG labour market

Observed AI Adoption Reduces risk

AI usage 1pp below theoretical exposure

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

Net Displacement Risk 67%

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

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.

Skills to focus on

Professional JudgmentStakeholder ManagementDomain ExpertiseAI Tool Proficiency

Common tools in similar work

Intuit QuickBooksMicrosoft AccessSAP ConcurColibripms Software Colibri

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 high.

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 Under Pressure

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.

Intellectual property agent 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: Low Switching friction: High

What helps