What is the AI risk score for Shop sales assistant?

Shop sales assistant has an AI displacement risk of 37%, rated High. AI task overlap: 59%. Human advantage: 21%. Singapore demand buffer: 56%.

Structural pressure

37%

High Risk

Likely range

31–43%

Shop sales assistant

Service & Sales Workers · SGD 2,359/mo (48% below median)

Shop sales assistant faces significant structural AI displacement pressure. moderate exposure with few human bottlenecks to slow adoption.

Compare

At Risk Medium Confidence

GCE O-Level / Secondary Higher risk than 80% of occupations

Pressure 37%

Market 56%

Confidence 72%

Human Moat Low

Evidence

3/4 sources Sources diverge Contested

Why This Score

AI Capability Overlap Increases risk

59% of tasks overlap with current AI

Human Coordination Reduces risk

21% human advantage from judgment & presence

Local Hiring Demand Reduces risk

56% demand buffer from SG labour market

Observed AI Adoption Increases risk

AI usage 48pp above theoretical exposure

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

Net Displacement Risk 37%

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

Tasks AI can handle

Lead scoring, email drafting, CRM data entry, competitive intelligence gathering, proposal generation, and follow-up scheduling.

Where humans stay essential

Building trust with prospects, navigating complex deal structures, reading buyer intent, handling objections in live conversations, and closing high-stakes negotiations.

Skills to focus on

Relationship BuildingConsultative SellingNegotiationMarket Sensing

Common tools in similar work

Adobe Creative Cloud softwareBentley MicroStationEclipse IDEFacebook

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%). live job ads are limited, with 1 visible postings in the last 30 days. 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

Accommodation & Food Services

64.3K

→ stable

Top 3 vacancy sector

26%

Wholesale & Retail Trade

60.6K

↓ cooling

Top 5 vacancy sector

25%

Administrative & Support Services

31.4K

↓ cooling

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 Watch

Augmentation At Risk

Demand Watch

Wage Pressure Watch

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.

Shop sales assistant 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