Structural pressure
8%
Low RiskLikely range
4–11%
University lecturer
Professionals · SGD 12,990/mo (189% above median)
This model suggests AI is more likely to enhance University lecturer than replace it. moderate exposure, but strong human bottlenecks mean AI augments rather than substitutes.
Why This Score
62% of tasks overlap with current AI
83% human advantage from judgment & presence
69% demand buffer from SG labour market
AI usage 8pp below 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
Generating lesson plans, creating quizzes and practice exercises, summarizing curricula, personalizing reading lists, and grading objective assessments.
Where humans stay essential
Motivating students, adapting to emotional and social dynamics in the classroom, mentoring, handling behavioral issues, and assessing creative or nuanced work.
Skills to focus on
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%).
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
University lecturer 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.
Easier Switch
Teaching assistant/Tutor in university 61%Technical/Vocational/Commercial education institute teacher and trainer 50%Early intervention teacher for infants and children 49%Lower Risk
Flying instructor (except air force) 63%School principal 46%Technical/Vocational/Commercial education institute teacher and trainer 50%Better Pay
Flying instructor (except air force) 63%Flying instructor (except air force)
moderate transition · 63% match
Teaching assistant/Tutor in university
moderate transition · 61% match
Insurance services manager
moderate transition · 52% match
Health services manager
moderate transition · 51% match
Technical/Vocational/Commercial education institute teacher and trainer
stretch transition · 50% match
Early intervention teacher for infants and children
stretch transition · 49% match
School principal
stretch transition · 46% match
Information technology trainer (extracurriculum)
stretch transition · 46% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 23101
Anthropic: -8pp vs theory
Raw Scores
AIOE 1.349 · θ 0.726 · C-AIOE 0.974
Stability
watch · Optimistic 4% (Very Low) · Pessimistic 11% (Low)
Confidence
80% · Crosswalk 1.00 · Market 0.65 · Fresh 0.84
Wage (SGD/mo)
25th 9,434 · Median 12,990 · 75th 17,850