Structural pressure
47%
High RiskLikely range
31–62%
Developer Advocate
Promotes developer tools through content, community engagement, and technical evangelism
Developer Advocate shows mixed AI signals: high exposure, but also strong human dependencies and organizational friction.
Risk depends on your actual work split
Why This Score
87% of tasks overlap with current AI
29% human advantage from judgment & presence
70% demand buffer from SG labour market
AI usage 7pp above theoretical exposure
Listed on SOL & JiD — active government demand recognition
These factors combine multiplicatively — larger bars do not mean proportionally larger contributions to the final score.
Blended across 3 occupations using the same score logic as an occupation page. How this works
Tasks AI can handle
Code generation, test writing, documentation, code review suggestions, and debugging common patterns.
Where humans stay essential
System architecture decisions, complex debugging in production, cross-team coordination, requirements gathering, and security-critical code review.
Skills to focus on
Common tools in similar work
Blended from O*NET matches across 3 component occupations.
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 active, with 29 visible postings in the last 30 days. employer pressure is moderate.
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
Financial & Insurance Services
↓ coolingProfessional Services
→ stableTop 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
This estimated role shows some offset potential, but it depends on demand and transition pathways holding up across the blended occupation set.
What helps
- Demand still persists through current labour or hiring signals.
- 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.
Blended from 3 component occupations. This remains a heuristic support layer rather than a direct measure of realised reinstatement.
Blended from 3 component occupations; anchored on Software developer.
Easier Switch
Enterprise/Solution architect 73%Web and mobile applications developer 72%Cloud specialist 72%Lower Risk
Software and applications manager 72%Chief information officer/Chief technology officer/Chief security officer 70%Network, communications and infrastructure manager 69%Compare with similar roles or occupations
Compare with... →Built From
Augmentation
Very Low (18%)
Dispersion
12.3pp spread · 31%–62% range
Raw Scores
Exp 0.869 · Bot 0.295 · Mkt 0.698