Structural pressure
35%
High RiskLikely range
29–41%
ICT business process consultant/Business analyst
Professionals · SGD 8,500/mo (89% above median)
ICT business process consultant/Business analyst shows mixed AI signals: high exposure, but also strong human dependencies and organizational friction.
Why This Score
81% of tasks overlap with current AI
44% human advantage from judgment & presence
62% demand buffer from SG labour market
These factors combine multiplicatively — larger bars do not mean proportionally larger contributions to the final score.
Exposure × (1 − Bottleneck) × Market Modifier. Band stability: watch. 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
Common tools in similar work
Derived from matched O*NET technology-skill profiles.
Singapore Reality
Current Singapore signal
Labour now, industry footprint, and a directional 12-month read.
The Professionals, Managers, Executives & Technicians labour market is weak. Vacancy rate is 3.1% and was essentially flat versus last quarter. recruitment is running above resignation (1.5% vs 0.9%). live job ads are limited, with 1 visible postings in the last 30 days. employer pressure is low.
Vacancy rate
3.1%
↓ 3.1% year-on-year
Hiring balance
1.5%
recruit vs 0.9% resign
Retrenchment
1.5 per 1,000
Low incidence
Professionals, Managers, Executives & Technicians data · Q4 2025 full
Top Industries
Where this work is concentrated
Public Administration & Education Services
111.0K
Financial & Insurance Services
97.0K
↓ cooling
Professional Services
80.1K
→ stable
Top 4 vacancy sector
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
What To Do Next
ICT business process consultant/Business analyst has some offset potential, but it depends on task redesign holding up in practice and on workers clearing the main switching frictions.
What helps
- A meaningful share of the work can likely be reorganized around AI rather than removed outright.
What could slow it down
- Current demand support is thin, so offsets may take longer to show up.
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See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 25112
Raw Scores
AIOE 1.198 · θ 0.668 · C-AIOE 0.934
Stability
watch · Optimistic 29% (Moderate) · Pessimistic 41% (High)
Confidence
77% · Crosswalk 1.00 · Market 0.65 · Fresh 0.75
Wage (SGD/mo)
25th 6,264 · Median 8,500 · 75th 11,043