AI Work Index

5%

Very Low Risk

Radiation therapist

Professionals · SGD 5,629/mo (25% above median)

AI is likely to enhance this role, not replace it. moderate exposure, but strong human bottlenecks mean AI augments rather than substitutes.

Augmented High Confidence Higher risk than 18% of occupations
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Score Breakdown

AI Capability Overlap Increases risk

58% of tasks overlap with current AI

Human Coordination Reduces risk

90% human advantage from judgment & presence

Local Hiring Demand Reduces risk

57% demand buffer from SG labour market

Official Demand Signals Reduces risk

Listed on SOL — active government demand recognition

Net Displacement Risk 5%

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

What AI Changes

Tasks AI can handle

Diagnostic pattern recognition, medical literature synthesis, appointment scheduling, patient record summarization, and drug interaction checking.

Where humans stay essential

Patient examination, clinical judgment under uncertainty, empathetic communication, emergency decision-making, and informed consent processes.

This role involves ambiguous problem-solving, real-time coordination, strong client relationships. AI can partially support some of the technical and analytical work, but can't replace the coordination and judgment and physical presence required.

Skills to focus on

Clinical Reasoning

Integrating symptoms, history, and intuition to diagnose when textbook answers do not fit

Patient Communication

Explaining complex diagnoses in plain language while being sensitive to emotional states

Emergency Response

Making rapid, high-stakes decisions with incomplete information in time-critical situations

Ethical Decision-Making

Navigating care trade-offs, end-of-life conversations, and resource allocation dilemmas

Market Context

Labour Market

Strong

Professionals, Managers, Executives & Technicians

3.1% ↑ 6.9% YoY

Vacancy rate · 2025 Q3

2021 2025

Hiring

Recruitment exceeds resignation

1.8% recruit · 1.2% resign

Retrenchment

2.6 per 1,000 employees

Moderate

Re-employment

73% within 12 months

54.3% within 6 months

Cluster-level data, not occupation-specific · Source: Labour Market Report Q3 2025, MRSD, MOM

Outlook

12-Month Direction (Base Case)

Worsening

Displacement Pressure

Resilient

Augmentation Upside

At Risk

Demand Outlook

Watch

Wage Pressure

Resilient

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

Career Paths

Structural AI exposure scores, not employment predictions. Methodology

V3.1 · 2024 wages · Q3 2025 full + Q4 2025 advance labour data · 562 occupations · 80 roles