AI displacement pressure
39%
High RiskMarketing and sales executive (food & beverage services)
Marketing and sales executive (food & beverage services) has 88% AI task overlap but 43% human bottleneck protection — at the 87th percentile across 562 occupations. High exposure meets organizational friction, creating offsetting forces.
Why This Score
88% of tasks overlap with current AI
43% human advantage from judgment & presence
40% demand buffer from the local labour market
AI usage 2pp below theoretical exposure
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. How this works
Tasks AI can handle
With 88% AI task overlap (based on Felten AIOE, Anthropic Economic Index, Eloundou GPT exposure, and ILO occupational exposure), the Marketing and sales executive (food & beverage services) tasks most exposed include: lead scoring, email drafting, CRM data entry, competitive intelligence gathering, proposal generation, and follow-up scheduling.
What AI can't do here
At 43% human bottleneck protection, the tasks that remain hardest to automate for Marketing and sales executive (food & beverage services) include: building trust with prospects, navigating complex deal structures, reading buyer intent, handling objections in live conversations, and closing high-stakes negotiations.
Skills to focus on
Sources: Felten AIOE (2021), Anthropic Economic Index (2026), Eloundou GPT Exposure (2023), 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.
Cooling, but not collapsing. Vacancies and re-entry are softer, yet retrenchment remains low and hiring still exceeds resignations.
Vacancy
3.1%
↓ 3.1% YoY
Hiring
1.5%
vs 0.9% resign
Retrenchment
1.5
per 1,000 · low
Re-entry
67.7%
find work in 12mo· -5.3pp
Professionals, Managers, Executives & Technicians · 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
Marketing and sales executive (food & beverage services) 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 Associate Professionals & Technicians
See how this compares to similar occupations
Compare with... →Classification
Higher risk than 87% of occupations
Raw scores
AIOE 1.341 · θ 0.667 · C-AIOE 1.097
Stability
stable · Optimistic 36% · Pessimistic 47%
Score range (best/worst case)
Exposure 85–91% · Net risk 34.57–44.05%
Scoring basis
Not published. No scoring-basis metadata is available for this occupation.
Wage range (SGD/mo)
25th 1,750 · Median 3,500 · 75th 4,330
Evidence & sources
Data matching
direct · SSOC 33223
Real-world AI usage: -2% vs estimated
Data quality
91% · Matching 1.00 · Market data 0.70 · Freshness 0.84
Task-weighted shadow evidence is not active for this occupation yet.
AI overlap by data source
Weights: aioe 24% · anthropic 26% · eloundou 25% · ilo 26%
Conflicting data signals
Tools & offset factors
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 was essentially flat versus last quarter.
- Hiring read: recruitment is running above resignation (1.5% vs 0.9%).
- Retrenchment was low at 1.5 per 1,000 employees.
- 67.7% of retrenched workers re-entered employment within 12 months.
- Live job ads show 2 visible postings in the last 30 days, led by Digital Marketing, Multi Tasking, Canva.
- Employer pressure is low, based on 1 recent Singapore-relevant company signals.
Worker profile
Gender mix
39% male / 61% femalePublished Singapore worker composition for the detailed occupation family 33 Business & Administration Associate Professionals.
Employment structure
Employee-heavy87% employees, 13% employers or self-employed workers.
Work arrangement
Mostly full-time9% part-time and 91% full-time in 2025.
Age profile
Mid-career heavy17% aged 15 to 29, 52% aged 30 to 49, and 31% aged 50 or older.
Qualification mix
Diploma-heavyDegree 37%; Diploma / professional qualification 35%.
Gross wage by sex
Female median 16% higherPublished June 2024 gross wage medians: male $3,100, female $3,605.
Where this work is concentrated
Top planning areas
Jurong West, Woodlands, Tampines22% 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
Longer commutesEstimated average commute 38.7 minutes. 36% take 46 minutes or more.
Frequently asked questions
Will AI replace Marketing and sales executive (food & beverage services)?
Marketing and sales executive (food & beverage services) has 88% AI task overlap but 43% human bottleneck protection — at the 87th percentile across 562 occupations. High exposure meets organizational friction, creating offsetting forces. Net displacement risk: 39% (High). Median wage: SGD 3,500/month.
What is the AI risk score for Marketing and sales executive (food & beverage services)?
Marketing and sales executive (food & beverage services) has an AI displacement risk of 39%, rated High. AI task overlap: 88%. Human advantage: 43%. Local demand buffer: 40%.
What career transitions are available for Marketing and sales executive (food & beverage services)?
Marketing and sales executive (food & beverage services) has modeled transition pathways to related occupations. The strongest adjacent pathway is After sales adviser/Client account service executive, based on skill and wage similarity (model-estimated). Transition scoring accounts for wage preservation, training ease, and destination quality.
How does Marketing and sales executive (food & beverage services) salary compare in the live market?
Marketing and sales executive (food & beverage services) earns a median gross wage of SGD 3,500/month in the live market (25th-75th percentile: SGD 1,750-4,330). This is 22% below median across all 562 scored occupations, and 15% below group median within Associate Professionals & Technicians occupations.