27%
Moderate RiskResearch officer (non-statistical)
Professionals · SGD 5,200/mo (16% above median)
Mixed signals — high exposure but also strong human dependencies. Outcome depends on adoption patterns.
Score Breakdown
76% of tasks overlap with current AI
58% human advantage from judgment & presence
46% demand buffer from SG labour market
AI usage 15pp below theoretical exposure
Exposure × (1 − Bottleneck) × Market Modifier. Band stability: watch. How this works
What AI Changes
Tasks AI can handle
Report drafting, data compilation, meeting summarization, email triaging, and standard analytical tasks.
Where humans stay essential
Strategic decision-making, client relationship management, professional judgment in edge cases, cross-functional coordination, and ethical oversight.
This role balances structured execution. AI can augment the more structured tasks, while the overall task structure anchors the human contribution.
Skills to focus on
Professional Judgment
Making sound decisions in ambiguous situations where rules and guidelines fall short
Stakeholder Management
Navigating competing priorities across internal and external partners with diplomacy
Domain Expertise
Deep specialized knowledge that requires years of study, practice, and contextual experience
AI Tool Proficiency
Leveraging AI assistants to multiply your output while maintaining quality control
Market Context
Labour Market
StrongProfessionals, Managers, Executives & Technicians
Vacancy rate · 2025 Q3
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
At Risk
Demand Outlook
Watch
Wage Pressure
Watch
Rule-based directional forecast. Not a prediction — illustrative only.
Current trajectory continues
Displacement Pressure
Watch
Augmentation Upside
At Risk
Demand Outlook
Watch
Wage Pressure
Watch
Research officer (non-statistical) should be monitored. While not facing immediate pressure, shifts in AI capability or employer strategy could change the picture.
Scenarios are illustrative, not predictive. They show how the outlook would shift under different assumptions.
Career Paths
Management consultant
easy transition · 72% match
Business consultant
easy transition · 71% match
Business valuer
easy transition · 70% match
Commodities and freight derivatives broker
moderate transition · 67% match
Securities and finance broker
moderate transition · 67% match
Foreign exchange broker
moderate transition · 66% match
Trade broker
moderate transition · 66% match
Ship charterer
moderate transition · 66% match
Evidence
Crosswalk: direct · SSOC 24291
Anthropic: -15pp vs theory
Raw Scores
AIOE 1.188 · θ 0.683 · C-AIOE 0.908
Stability
watch · Optimistic 22% (Moderate) · Pessimistic 33% (High)
Confidence
73% · Crosswalk 0.70 · Market 0.65 · Fresh 0.85
Wage (SGD/mo)
25th 4,500 · Median 5,200 · 75th 6,812