AI displacement pressure
3%
Very Low RiskAquarium fish farm worker
Aquarium fish farm worker has 11% AI task overlap and 58% human bottleneck protection — lower risk than 83% of occupations in the live market. Current AI capabilities have limited overlap with core tasks.
Why This Score
11% of tasks overlap with current AI
58% human advantage from judgment & presence
55% demand buffer from the local labour market
These factors interact with each other — the final score is not a simple sum of these bars.
How much AI overlaps with this job's tasks, offset by human advantages and local demand. Score stability: watch. How this works
Tasks AI can handle
With 11% AI task overlap (based on Felten AIOE and ILO occupational exposure), the Aquarium fish farm worker tasks most exposed include: predictive maintenance scheduling, safety checklist automation, inventory management, and remote monitoring via sensors.
What AI can't do here
At 58% human bottleneck protection, the tasks that remain hardest to automate for Aquarium fish farm worker include: physical dexterity on job sites, real-time environmental adaptation, operating heavy equipment safely, and handling unexpected on-site conditions.
Skills to focus on
Sources: Felten AIOE (2021), ILO GenAI (2025), Pizzinelli et al. bottleneck model. Full methodology.
Role profile
How this role's work breaks down across key dimensions. This is a general profile, not an individual measurement.
Workflow dimensions (0 = low, 1 = high)
Singapore Now
Current labour market conditions and how they affect this role.
Still healthy locally. Hiring remains positive and retrenchment stays low, even if demand is not accelerating.
Vacancy
2.8%
↑ 16.7% YoY
Hiring
2.4%
vs 1.5% resign
Retrenchment
1.5
per 1,000 · low
Re-entry
78.1%
find work in 12mo· -4.5pp
Production & Transport Operators, Cleaners & Labourers · 2025 Q4
How this changes by career stage
Senior workers benefit from institutional knowledge and judgment that AI cannot replicate. Entry-level roles have higher task overlap with AI.
What You Can Do
Aquarium fish farm worker has some offset potential, but it depends on demand holding up in practice and on workers clearing the main switching frictions.
Published transition support
Related roles you could transition to
Similarity-basedExcavating/Trench digging machine operator →
Car park attendant →
Bus driver →
See 5 more
Sports and recreational attendant (e.g. golf marshal, golf caddie, fun fair attendant, bowling alley attendant, swimming →
Stationary plant and machine supervisor/general foreman →
Building caretaker/Watchman →
Concierge (hotel) →
Crane/Hoist operator (excluding port) →
Compare within Agricultural & Fishery Workers
See how this compares to similar occupations
Compare with... →Classification
Higher risk than 17% of occupations
Raw scores
AIOE -1.513 · θ 0.686 · C-AIOE -1.210
Stability
watch · Optimistic 2% · Pessimistic 5%
Score range (best/worst case)
Exposure 3–18% · Net risk 0.69–5.21%
Scoring basis
Not published. No scoring-basis metadata is available for this occupation.
Wage range (SGD/mo)
25th 3,165 · Median 3,630 · 75th 4,069
Evidence & sources
Data matching
submajor_fallback · SSOC 62212
Data quality
67% · Matching 0.60 · Market data 0.65 · Freshness 0.75
Task-weighted shadow evidence is not active for this occupation yet.
AI overlap by data source
Weights: aioe 47% · ilo 53%
Worker profile & local context
- Vacancy rate is 2.8% and rose by 0.8 points from last quarter.
- Hiring read: recruitment is running above resignation (2.4% vs 1.5%).
- Retrenchment was low at 1.5 per 1,000 employees.
- 78.1% of retrenched workers re-entered employment within 12 months.
- Employer pressure is low, based on 1 recent Singapore-relevant company signals.
Frequently asked questions
Will AI replace Aquarium fish farm worker?
Aquarium fish farm worker has 11% AI task overlap and 58% human bottleneck protection — lower risk than 83% of occupations in the live market. Current AI capabilities have limited overlap with core tasks. Net displacement risk: 3% (Very Low). Median wage: SGD 3,630/month.
What is the AI risk score for Aquarium fish farm worker?
Aquarium fish farm worker has an AI displacement risk of 3%, rated Very Low. AI task overlap: 11%. Human advantage: 58%. Local demand buffer: 55%.
What career transitions are available for Aquarium fish farm worker?
Aquarium fish farm worker has modeled transition pathways to related occupations. The strongest adjacent pathway is Excavating/Trench digging machine operator, based on skill and wage similarity (model-estimated). Transition scoring accounts for wage preservation, training ease, and destination quality.
How does Aquarium fish farm worker salary compare in the live market?
Aquarium fish farm worker earns a median gross wage of SGD 3,630/month in the live market (25th-75th percentile: SGD 3,165-4,069). This is 19% below median across all 562 scored occupations, and 41% above group median within Agricultural & Fishery Workers occupations.