Structural pressure
25%
Moderate RiskLikely range
20–30%
Audio and video equipment engineer
Professionals · SGD 4,837/mo (7% above median)
This model suggests AI is more likely to enhance Audio and video equipment engineer than replace it. moderate exposure, but strong human bottlenecks mean AI augments rather than substitutes.
Why This Score
64% of tasks overlap with current AI
52% human advantage from judgment & presence
56% demand buffer from SG labour market
AI usage 8pp above theoretical exposure
Listed on SOL — active government demand recognition
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
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
Audio and video equipment engineer 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.
Easier Switch
Instrumentation engineer 77%Electronics engineer 75%Embedded systems engineer (including port systems engineer) 75%Lower Risk
Commercial airline pilot 71%Marine superintendent 74%Marine superintendent (engineer) 72%Instrumentation engineer
easy transition · 77% match
Electronics engineer
easy transition · 75% match
Embedded systems engineer (including port systems engineer)
easy transition · 75% match
Marine superintendent
easy transition · 74% match
Semi-conductor engineer
easy transition · 73% match
Marine superintendent (engineer)
easy transition · 72% match
Chief engineer/Second engineer (ship)
easy transition · 71% match
Clinical research professional
easy transition · 71% match
See how this compares to similar occupations
Compare with... →Evidence
Crosswalk: direct · SSOC 21524
SOL 2026: prefix match
Anthropic: +8pp vs theory
Raw Scores
AIOE 0.665 · θ 0.676 · C-AIOE 0.513
Stability
stable · Optimistic 20% (Moderate) · Pessimistic 30% (Moderate)
Confidence
90% · Crosswalk 1.00 · Market 0.75 · Fresh 0.84
Wage (SGD/mo)
25th 3,921 · Median 4,837 · 75th 6,540