AI Work Index

18%

Moderate Risk

Online sales channel manager

Managers · SGD 7,614/mo (69% above median)

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

Augmented High Confidence Higher risk than 61% of occupations
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Score Breakdown

AI Capability Overlap Increases risk

87% of tasks overlap with current AI

Human Coordination Reduces risk

75% human advantage from judgment & presence

Local Hiring Demand Reduces risk

54% demand buffer from SG labour market

Observed AI Adoption Reduces risk

AI usage 5pp below theoretical exposure

Net Displacement Risk 18%

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

What AI Changes

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.

This role balances real-time coordination, strong client relationships. AI can augment the more structured tasks, while coordination and judgment and relationship depth anchors the human contribution.

Skills to focus on

Relationship Building

Developing long-term trust and rapport with clients through genuine connection

Consultative Selling

Understanding customer pain points deeply enough to propose tailored solutions

Negotiation

Finding creative deal structures that satisfy both buyer and seller under pressure

Market Sensing

Reading competitive shifts, pricing dynamics, and buyer sentiment before they show up in data

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

Watch

Augmentation Upside

Under Pressure

Demand Outlook

Watch

Wage Pressure

Watch

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