AI Work Index

Structural pressure

29%

Moderate Risk

Likely range

9–49%

Compliance Officer

Ensures organizational adherence to laws, regulations, and internal policies

Compliance Officer shows mixed AI signals: high exposure, but also strong human dependencies and organizational friction.

Compare

Risk depends on your actual work split

9%
49%
Mixed Medium Confidence 3-component blend
Higher risk than 71% of occupations
Pressure 29%
Market 76%
Confidence 50%
Human Moat Medium

Why This Score

AI Capability Overlap Increases risk

81% of tasks overlap with current AI

Human Coordination Reduces risk

52% human advantage from judgment & presence

Local Hiring Demand Reduces risk

76% demand buffer from SG labour market

Observed AI Adoption Reduces risk

AI usage 4pp below theoretical exposure

Official Demand Signals Reduces risk

Listed on SOL & JiD — active government demand recognition

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

Net Displacement Risk 29%

Blended across 3 occupations using the same score logic as an occupation page. How this works

Tasks AI can handle

Legal research, document review, contract clause extraction, regulatory filing preparation, and case law summarization.

Where humans stay essential

Legal strategy, courtroom advocacy, client counseling on risk tolerance, interpreting ambiguous statutes, and ethical judgment in adversarial situations.

Skills to focus on

Legal StrategyAdvocacyRisk CounselingRegulatory Interpretation

Common tools in similar work

Microsoft AccessMicrosoft DynamicsAlteryx softwareApache Hive

Blended from O*NET matches across 3 component occupations.

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%). live job ads are active, with 22 visible postings in the last 30 days. 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

18%

Financial & Insurance Services

↓ cooling
16%

Professional Services

→ stable
13%

Top 4 vacancy sector

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 Watch
Augmentation At Risk
Demand Resilient
Wage Pressure Watch

What To Do Next

Offset potential: Medium Separate from the core score. This is a blended estimate of how much demand, redesign room, and transition support could cushion pressure.

This estimated role shows some offset potential, but it depends on demand and transition pathways holding up across the blended occupation set.

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

What helps

  • Demand still persists through current labour or hiring signals.
  • A meaningful share of the work can likely be reorganized around AI rather than removed outright.

What could slow it down

  • Current demand support is thin, so offsets may take longer to show up.
  • Credential or licensing barriers could make switching harder than the adjacent-role list suggests.
  • Employer-side pressure is still elevated in nearby functions.

Blended from 3 component occupations. This remains a heuristic support layer rather than a direct measure of realised reinstatement.

Blended from 3 component occupations; anchored on Compliance officer/Risk analyst (financial).

Compare with similar roles or occupations

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Structural AI exposure scores, not employment predictions. Methodology

V4.1 structural score · 2024 wages · Q4 2025 full live monitor · 562 occupations · 88 roles

Latest official labour release: MOM Labour Market Report Q4 2025 (2026-03-20)

Made by Kirill So · Built with Claude & GPT
MIT Licensed · Open Source · Structural release V4.1 · Updated 2026-03-20