Structural pressure
10%
Low RiskLikely range
6–14%
Producer (stage, film, television, game, commercial, video and radio)
Professionals · SGD 6,736/mo (50% above median)
This model suggests AI is more likely to enhance Producer (stage, film, television, game, commercial, video and radio) than replace it. moderate exposure, but strong human bottlenecks mean AI augments rather than substitutes.
Why This Score
61% of tasks overlap with current AI
80% human advantage from judgment & presence
57% demand buffer from SG labour market
AI usage 5pp below theoretical exposure
These factors combine multiplicatively — larger bars do not mean proportionally larger contributions to the final score.
Exposure × (1 − Bottleneck) × Market Modifier. How this works
Tasks AI can handle
First-draft writing, summarizing documents, headline variations, background research, and social media copy generation.
Where humans stay essential
Source development, investigative interviewing, editorial judgment, fact-checking in ambiguous situations, and ethical/legal calls on publication.
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%). 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
Producer (stage, film, television, game, commercial, video and radio) 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
Director (stage, film, television, game, commercial, video and radio) 74%Editor (radio, television and video) 73%Artistic director (stage, film, television, game and radio) 68%Director (stage, film, television, game, commercial, video and radio)
easy transition · 74% match
Editor (radio, television and video)
easy transition · 73% match
Artistic director (stage, film, television, game and radio)
moderate transition · 68% match
Minister of religion
moderate transition · 66% match
Editor (news and periodicals)
moderate transition · 65% match
Industrial and organisational psychologist
moderate transition · 63% match
Economist
moderate transition · 62% match
Translator
moderate transition · 62% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 26541
Anthropic: -5pp vs theory
Raw Scores
AIOE 0.939 · θ 0.721 · C-AIOE 0.682
Stability
stable · Optimistic 6% (Low) · Pessimistic 14% (Low)
Confidence
89% · Crosswalk 1.00 · Market 0.65 · Fresh 0.84
Wage (SGD/mo)
25th 5,000 · Median 6,736 · 75th 9,273