Aquarium fish farm worker
AI Exposure Rank
7/100
Range 0–16/100 across source-weight sensitivity checks
Aquarium fish farm worker has an AI Exposure Rank of 7/100, meaning its work is more exposed to current AI capabilities than approximately 7% of Singapore occupations. The evidence currently points to limited direct change; this is a relative rank, not a probability of job loss.
Agricultural & Fishery Workers·SGD 3,630/mo (3,165–4,069)·~18.2K workers in SG·Updated 2026-06-11
Relative AI exposure, not a prediction of job loss. Hiring, wages and role design depend on many forces this rank does not forecast.
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.
The evidence behind this occupation's AI exposure, with human-work and demand context shown separately. 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.
- • Pay wages of contracted farm laborers.
- • Provide food, drinking water, and field sanitation facilities to contracted workers.
- • Recruit and hire agricultural workers.
O*NET tasks for this occupation with the most observed AI usage (Anthropic task data).
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.
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
What You Can Do
Aquarium fish farm worker has some offset potential, but it depends on task redesign holding up in practice and on workers clearing the main switching frictions.
Published transition support
Related roles you could transition to
Similarity-basedCar park attendant →
Bus driver →
Aircraft loader (e.g. airport baggage/cargo handler) →
See 5 more
Compare within Agricultural & Fishery Workers
See how this compares to similar occupations
Compare with... →Classification
More exposed than approximately 7% of occupations · V8 AI Exposure Rank· GCE O-Level / Secondary
Raw scores
AIOE -1.513 · θ 0.686 · C-AIOE -1.210
Stability
watch · Optimistic 2% · Pessimistic 5%
Score range (best/worst case)
Exposure sensitivity 3–18% · Rank sensitivity 0–16/100 across source-weight sensitivity checks
Scoring basis
V8 AI Exposure Rank. A relative Singapore occupation index. It ranks AI task exposure; it is not a probability of job loss or a percentage of tasks.
Wage range (SGD/mo)
25th 3,165 · Median 3,630 · 75th 4,069
Evidence & sources
Data matching
submajor_fallback · SSOC 62212
Data quality
low evidence · 2 exposure sources · submajor_fallback mapping
100% weighted task match · 0% effective coverage
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.
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)
How this changes by career stage
Career stage can change the task mix and human context. These directional profiles are illustrative, not occupation-level forecasts of hiring or displacement.
Frequently asked questions
Will AI replace Aquarium fish farm worker?
Aquarium fish farm worker has an AI Exposure Rank of 7/100, meaning its work is more exposed to current AI capabilities than approximately 7% of Singapore occupations. The evidence currently points to limited direct change; this is a relative rank, not a probability of job loss. AI Exposure Rank: 7/100 (Very Low). Median wage: SGD 3,630/month.
What is the AI exposure rank for Aquarium fish farm worker?
Aquarium fish farm worker has an AI Exposure Rank of 7/100, rated Very Low. It ranks higher than approximately 7% of Singapore occupations for exposure to current AI capabilities; it is not a job-loss probability.
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 Car park attendant, 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.