What is the AI risk score for Data entry clerk?

Data entry clerk has an AI displacement risk of 74%, rated Very High. AI task overlap: 87%. Human advantage: 3%. Singapore demand buffer: 34%.

Structural pressure

74%

Very High Risk

Likely range

66–81%

Data entry clerk

Clerical Support Workers · SGD 2,000/mo (56% below median)

Data entry clerk faces significant structural AI displacement pressure. high exposure with few human bottlenecks to slow adoption.

Compare

At Risk Medium Confidence

GCE O-Level / Secondary Higher risk than 99% of occupations

Pressure 74%

Market 34%

Confidence 70%

Human Moat Low

Evidence

4/4 sources Sources diverge Contested

Why This Score

AI Capability Overlap Increases risk

87% of tasks overlap with current AI

Human Coordination Reduces risk

3% human advantage from judgment & presence

Local Hiring Demand Reduces risk

34% demand buffer from SG labour market

Observed AI Adoption Increases risk

AI usage 47pp above theoretical exposure

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

Net Displacement Risk 74%

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

Tasks AI can handle

Running standard statistical analyses, generating charts, cleaning data, writing SQL queries, and producing summary reports from structured data.

Where humans stay essential

Framing the right question, identifying data quality issues, interpreting results in business context, communicating insights to non-technical stakeholders, and making judgment calls on methodology.

Skills to focus on

Problem FramingStatistical ReasoningStorytelling with DataDomain Contextualization

Common tools in similar work

Google DocsIntuit QuickBooksMicrosoft AccessMicrosoft Dynamics

Derived from matched O*NET technology-skill profiles.

Singapore Reality

Current Singapore signal

Labour now, industry footprint, and a directional 12-month read.

Watch market

The Clerical, Sales & Service Workers labour market is under pressure. Vacancy rate is 3.1% and fell by 0.2 points from last quarter. recruitment is running above resignation (2.6% vs 1.6%). employer pressure is low.

Vacancy rate

3.1%

↓ 11.4% year-on-year

Hiring balance

2.6%

recruit vs 1.6% resign

Retrenchment

1.5 per 1,000

Low incidence

Clerical, Sales & Service Workers data · Q4 2025 full

Top Industries

Where this work is concentrated

Wholesale & Retail Trade

32.3K

↓ cooling

Top 5 vacancy sector

16%

Transportation & Storage

22.2K

↑ hiring

11%

Health & Social Services

19.6K

10%

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 At Risk

Augmentation At Risk

Demand Under Pressure

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.

Data entry clerk 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: High Reallocation room: Low Switching friction: High

What helps

Nearby moves and published transition support look reasonably strong.

What could slow it down

Current demand support is thin, so offsets may take longer to show up.

SkillsFuture eligible Career Conversion Programmes ↗SkillsFuture Career Transition Programme ↗CareersFinder ↗Jobs Transformation Maps ↗Skills Framework ↗

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Better Pay

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Strong Demand

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