Structural pressure
32%
High RiskCall centre manager
Call centre manager shows mixed AI signals: high exposure, but also strong human dependencies and organizational friction.
Limited buffers available against the structural pressure.
Why This Score
71% of tasks overlap with current AI
45% human advantage from judgment & presence
50% demand buffer from SG labour market
AI usage 14pp above theoretical exposure
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
Market research summaries, competitive analysis, user feedback synthesis, roadmap documentation, and metrics dashboard generation.
Where humans stay essential
Vision-setting, prioritization under ambiguity, stakeholder alignment, go-to-market judgment, and making trade-offs between competing business objectives.
Skills to focus on
Role profile
Heuristic workflow context from shared occupation archetypes. This profile helps interpret the score; it is not a direct occupation-level measurement and is not part of the core net-risk formula.
Workflow dimensions (0 = low, 1 = high)
Singapore Now
Cooling, but not collapsing. Vacancies and re-entry are softer, yet retrenchment remains low and hiring still exceeds resignations.
Vacancy
3.1%
↓ 3.1% YoY
Hiring
1.5%
vs 0.9% resign
Retrenchment
1.5
per 1,000 · low
Re-entry
67.7%
find work in 12mo· -5.3pp
Professionals, Managers, Executives & Technicians · Q4 2025 full
Top Industries
Industry vacancy overlays use the latest published detailed cross-tab, which can lag the main labour monitor.
How this changes by career stage
What You Can Do
Call centre manager has some offset potential, but it depends on task redesign holding up in practice and on workers clearing the main switching frictions.
Published transition support
Adjacent pathways to investigate
Similarity-basedSee how this compares to similar occupations
Compare with... →Classification
Higher risk than 75% of occupations· Polytechnic / ITE Diploma
Raw scores
AIOE 0.889 · θ 0.669 · C-AIOE 0.692
Stability
watch · Optimistic 28% · Pessimistic 36%
Sensitivity band
Exposure 66–75% · Net risk 28.17–36.06%
Scoring basis
Not published. No scoring-basis metadata is available for this occupation.
Wage range (SGD/mo)
25th 4,114 · Median 5,968 · 75th 8,310
Evidence & sources
Crosswalk
direct · SSOC 12242
Anthropic: +14pp vs theory
Evidence quality
76% · Crosswalk 0.68 · Market 0.70 · Fresh 0.80
100% weighted task match · 13% effective coverage
Exposure by source
Weights: aioe 32% · anthropic 35% · eloundou 33%
Signal conflicts
Tools & offset factors
What could slow it down
- Current demand support is thin, so offsets may take longer to show up.
Worker profile & local context
- Vacancy rate is 3.1% and was essentially flat versus last quarter.
- Hiring read: recruitment is running above resignation (1.5% vs 0.9%).
- Retrenchment was low at 1.5 per 1,000 employees.
- 67.7% of retrenched workers re-entered employment within 12 months.
- Employer pressure is low, based on 1 recent Singapore-relevant company signals.
Worker profile
Gender mix
50% male / 50% femalePublished Singapore worker composition for the detailed occupation family 12 Administrative & Commercial Managers.
Employment structure
More self-employed79% employees, 21% employers or self-employed workers.
Work arrangement
Mostly full-time3% part-time and 97% full-time in 2025.
Age profile
Mid-career heavy2% aged 15 to 29, 58% aged 30 to 49, and 40% aged 50 or older.
Qualification mix
Degree-heavyDegree 73%; Diploma / professional qualification 14%.
Gross wage by sex
Female median 13% lowerPublished June 2024 gross wage medians: male $6,500, female $5,680.
Where this work is concentrated
Top planning areas
Bedok, Sengkang, Hougang20% of workers in this occupation group live in these three planning areas.
Residential concentration
Broadly distributed30% live across the top five planning areas in the 2020 Census.
Commute pattern
Shorter commutesEstimated average commute 32.0 minutes. 21% take 46 minutes or more.