Technical sales professional
AI displacement risk
37%
Range 31.72–42.64%
Technical sales professional has 78% AI task overlap but 35% human bottleneck protection — at the 86th percentile across 562 occupations. High exposure meets organizational friction, creating offsetting forces.
Professionals·SGD 6,850/mo (5,104–10,250)·~4.7K workers in SG·Updated 2026-06-11
Structural pressure, not a prediction of job loss. Displacement tends to arrive through slower hiring, wage compression and role redesign before layoffs.
Why This Score
78% of tasks overlap with current AI
35% human advantage from judgment & presence
50% demand buffer from the local labour market
AI usage 17pp above 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 78% AI task overlap (based on Felten AIOE, Anthropic Economic Index, Eloundou GPT exposure, and ILO occupational exposure), the Technical sales professional tasks most exposed include: lead scoring, email drafting, CRM data entry, competitive intelligence gathering, proposal generation, and follow-up scheduling.
- • Prepare and submit sales contracts for orders.
- • Maintain customer records, using automated systems.
- • Select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations.
O*NET tasks for this occupation with the most observed AI usage (Anthropic task data).
What AI can't do here
At 35% human bottleneck protection, the tasks that remain hardest to automate for Technical sales professional include: building trust with prospects, navigating complex deal structures, reading buyer intent, handling objections in live conversations, and closing high-stakes negotiations.
Main insulation channels: Non-routine work + High-stakes decisions — the work-context dimensions behind this occupation's human bottleneck.
Skills to focus on
Sources: Felten AIOE (2021), Anthropic Economic Index (2026), Eloundou GPT Exposure (Science, 2024), ILO GenAI (2025), Pizzinelli et al. bottleneck model. Full methodology.
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.
What You Can Do
Technical sales professional 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
Risk-reducingHigh displacement pressure, but comparatively credible risk-reducing moves exist — the strongest scores 71% match. Escape-route quality, not pressure alone, shapes how risk resolves.
Compare within Professionals
Modern roles using this occupation
See how this compares to similar occupations
Compare with... →Classification
Higher risk than 86% of occupations · V7 structural score
Raw scores
AIOE 1.074 · θ 0.662 · C-AIOE 0.884
Stability
stable · Optimistic 34% · Pessimistic 45%
Score range (best/worst case)
Exposure 69–86% · Net risk 31.72–42.64%
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.-2.6pp versus retained V6 baseline.
Wage range (SGD/mo)
25th 5,104 · Median 6,850 · 75th 10,250
Evidence & sources
Data matching
direct · SSOC 24331
Real-world AI usage: +17% vs estimated
Data quality
70% · Matching 0.62 · Market data 0.70 · Freshness 0.84
100% weighted task match · 32% effective coverage
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 0 visible postings in the last 30 days, led by Azure, AWS, GCP.
- Employer pressure is low, based on 1 recent Singapore-relevant company signals.
Worker profile
Gender mix
41% male / 59% femalePublished Singapore worker composition for the detailed occupation family 24 Business & Administration Professionals.
Employment structure
Employee-heavy96% employees, 4% employers or self-employed workers.
Work arrangement
Mostly full-time4% part-time and 96% full-time in 2025.
Age profile
Mid-career heavy14% aged 15 to 29, 62% aged 30 to 49, and 24% aged 50 or older.
Qualification mix
Degree-heavyDegree 81%; Diploma / professional qualification 15%.
Gross wage by sex
Female median 11% lowerPublished June 2024 gross wage medians: male $6,937, female $6,141.
Where this work is concentrated
Top planning areas
Sengkang, Bedok, Tampines19% of workers in this occupation group live in these three planning areas.
Residential concentration
Broadly distributed30% live across the top five planning areas in the 2020 Census.
Commute pattern
Mid-range commutesEstimated average commute 37.5 minutes. 33% take 46 minutes or more.
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
Senior workers benefit from institutional knowledge and judgment that AI cannot replicate. Entry-level roles have higher task overlap with AI.
Frequently asked questions
Will AI replace Technical sales professional?
Technical sales professional has 78% AI task overlap but 35% human bottleneck protection — at the 86th percentile across 562 occupations. High exposure meets organizational friction, creating offsetting forces. Net displacement risk: 37% (High). Median wage: SGD 6,850/month.
What is the AI risk score for Technical sales professional?
Technical sales professional has an AI displacement risk of 37%, rated High. AI task overlap: 78%. Human advantage: 35%. Local demand buffer: 50%.
What career transitions are available for Technical sales professional?
Technical sales professional has modeled transition pathways to related occupations. The strongest adjacent pathway is Sales professional (institutional sales of financial products), based on skill and wage similarity (model-estimated). Transition scoring accounts for wage preservation, training ease, and destination quality.
How does Technical sales professional salary compare in the live market?
Technical sales professional earns a median gross wage of SGD 6,850/month in the live market (25th-75th percentile: SGD 5,104-10,250). This is 52% above median across all 562 scored occupations, and 5% above group median within Professionals occupations.