AI displacement pressure
30%
High RiskFood service counter attendant
Food service counter attendant has 46% AI task overlap with only 11% human bottleneck protection — higher risk than 79% of occupations in the live market. Structural displacement pressure is significant.
Thin evidence — treat with caution.
Why This Score
46% of tasks overlap with current AI
11% human advantage from judgment & presence
48% 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 46% AI task overlap (based on Felten AIOE), the Food service counter attendant tasks most exposed include: reservation management, menu recommendations, order processing, loyalty program tracking, and basic customer query handling via chatbots.
What AI can't do here
At 11% human bottleneck protection, the tasks that remain hardest to automate for Food service counter attendant include: genuine hospitality and warmth, reading customer moods, handling complaints gracefully, creating memorable experiences, and adapting service to cultural expectations.
Skills to focus on
Brynjolfsson et al. (2023) found customer service agents using AI saw +14% productivity, with the biggest gains among junior workers — AI compressed the experience gap.
Sources: Felten AIOE (2021), 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.
Cooling, but not collapsing. Vacancies are softer, yet retrenchment remains low and hiring still exceeds resignations.
Vacancy
3.1%
↓ 11.4% YoY
Hiring
2.6%
vs 1.6% resign
Retrenchment
1.5
per 1,000 · low
Re-entry
78.5%
find work in 12mo· -1.6pp
Clerical, Sales & Service Workers · 2025 Q4
Top Industries
Industry vacancy overlays use the latest published detailed cross-tab, which can lag the main labour monitor.
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
Food service counter attendant has some offset potential, but it depends on transition pathways holding up in practice and on workers clearing the main switching frictions.
Published transition support
Related roles you could transition to
Similarity-basedCompare within Service & Sales Workers
See how this compares to similar occupations
Compare with... →Classification
Higher risk than 79% of occupations · V7 structural score· Polytechnic / ITE Diploma
Raw scores
AIOE 0.310 · θ 0.608 · C-AIOE 0.272
Stability
watch · Optimistic 26% · Pessimistic 37%
Score range (best/worst case)
Exposure 46–46% · Net risk 27.72–33.06%
Scoring basis
V7 structural score. Uses task-concentration-weighted exposure, human bottleneck, and demand resilience. V6 baseline fields are retained for release-to-release comparison.-1.3pp versus retained V6 baseline.
Wage range (SGD/mo)
25th 1,400 · Median 1,939 · 75th 2,495
Evidence & sources
Data matching
submajor_fallback · SSOC 52492
Data quality
39% · Matching 0.60 · Market data 0.70 · Freshness 0.55
100% weighted task match · 5% effective coverage
AI overlap by data source
Weights: aioe 100%
Conflicting data signals
Tools & offset factors
What helps
- Nearby moves and published transition support look reasonably strong.
What could slow it down
- Current demand support is thin, so offsets may take longer to show up.
Worker profile & local context
- Vacancy rate is 3.1% and fell by 0.2 points from last quarter.
- Hiring read: recruitment is running above resignation (2.6% vs 1.6%).
- Retrenchment was low at 1.5 per 1,000 employees.
- 78.5% of retrenched workers re-entered employment within 12 months.
Worker profile
Gender mix
39% male / 61% femalePublished Singapore worker composition for the detailed occupation family 52 Sales Workers.
Employment structure
Employee-heavy91% employees, 9% employers or self-employed workers.
Work arrangement
Part-time meaningful24% part-time and 76% full-time in 2025.
Age profile
Older-skewing17% aged 15 to 29, 32% aged 30 to 49, and 51% aged 50 or older.
Qualification mix
Non-degree heavySecondary 26%; Post-secondary 25%.
Gross wage by sex
Female median 16% higherPublished June 2024 gross wage medians: male $1,723, female $2,000.
Where this work is concentrated
Top planning areas
Woodlands, Tampines, Yishun22% of workers in this occupation group live in these three planning areas.
Residential concentration
Moderately clustered35% live across the top five planning areas in the 2020 Census.
Commute pattern
Mid-range commutesEstimated average commute 33.8 minutes. 28% take 46 minutes or more.
Frequently asked questions
Will AI replace Food service counter attendant?
Food service counter attendant has 46% AI task overlap with only 11% human bottleneck protection — higher risk than 79% of occupations in the live market. Structural displacement pressure is significant. Net displacement risk: 30% (High). Median wage: SGD 1,939/month.
What is the AI risk score for Food service counter attendant?
Food service counter attendant has an AI displacement risk of 30%, rated High. AI task overlap: 46%. Human advantage: 11%. Local demand buffer: 48%.
What career transitions are available for Food service counter attendant?
Food service counter attendant has modeled transition pathways to related occupations. The strongest adjacent pathway is Petrol station attendant, based on skill and wage similarity (model-estimated). Transition scoring accounts for wage preservation, training ease, and destination quality.
How does Food service counter attendant salary compare in the live market?
Food service counter attendant earns a median gross wage of SGD 1,939/month in the live market (25th-75th percentile: SGD 1,400-2,495). This is 57% below median across all 562 scored occupations, and 35% below group median within Service & Sales Workers occupations.