What is the AI risk score for Translator?

Translator has an AI displacement risk of 41%, rated High. AI task overlap: 83%. Human advantage: 39%. Singapore demand buffer: 56%.

41%

High Risk

Translator

Professionals · SGD 6,456/mo (43% above median)

Mixed signals — high exposure but also strong human dependencies. Outcome depends on adoption patterns.

Mixed High Confidence Higher risk than 85% of occupations

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Score Breakdown

AI Capability Overlap Increases risk

83% of tasks overlap with current AI

Human Coordination Reduces risk

39% human advantage from judgment & presence

Local Hiring Demand Reduces risk

56% demand buffer from SG labour market

Observed AI Adoption Increases risk

AI usage 18pp above theoretical exposure

Net Displacement Risk 41%

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

What AI Changes

Tasks AI can handle

First-draft writing, summarizing documents, headline variations, background research, and social media copy generation.

Where humans stay essential

Source development, investigative interviewing, editorial judgment, fact-checking in ambiguous situations, and ethical/legal calls on publication.

This role balances creative output, rapid tool adoption, ambiguous problem-solving. AI can augment the more structured tasks, while the overall task structure anchors the human contribution.

Skills to focus on

Investigative Verification

Confirming facts through primary sources and cross-referencing conflicting accounts

Source-Building

Cultivating trusted contacts and developing long-term relationships for exclusive insights

Editorial Judgment

Deciding what to publish, when, and how to frame stories for clarity and fairness

Beat Expertise

Deep domain knowledge that allows spotting newsworthy patterns others miss

Noy & Zhang (2023) found writing professionals using AI completed tasks 37% faster with no quality loss — but the gap between experienced and novice writers narrowed significantly.

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

Under Pressure

Augmentation Upside

At Risk

Demand Outlook

Watch

Wage Pressure

Watch

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

Career Paths

Easier Switch

Editor (news and periodicals) 76%Minister of religion 74%Director (stage, film, television, game, commercial, video and radio) 73%

Lower Risk

Minister of religion 74%Social science researcher 71%Medical social worker 70%

Better Pay

Editor (news and periodicals) 76%Minister of religion 74%Director (stage, film, television, game, commercial, video and radio) 73%

Strong Demand

Editor (news and periodicals) 76%Minister of religion 74%Director (stage, film, television, game, commercial, video and radio) 73%

Editor (news and periodicals)

easy transition · 76% match

Minister of religion

easy transition · 74% match

Director (stage, film, television, game, commercial, video and radio)

easy transition · 73% match

Industrial and organisational psychologist

easy transition · 73% match

Editor (radio, television and video)

easy transition · 72% match

Producer (stage, film, television, game, commercial, video and radio)

easy transition · 72% match

Social science researcher

easy transition · 71% match

Journalist

easy transition · 71% match