AI displacement pressure
33%
High RiskSoftware developer
Software developer has 86% AI task overlap with only 5% human bottleneck protection — higher risk than 82% of occupations in the live market. Structural displacement pressure is significant.
Mixed signal: This occupation scores high structural risk but is currently on both the Shortage Occupation List and Jobs in Demand — indicating strong active demand despite AI exposure.
Why This Score
86% of tasks overlap with current AI
5% human advantage from judgment & presence
59% demand buffer from the local labour market
On the Shortage Occupation List & Jobs in Demand list — government recognises hiring need
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 86% AI task overlap (based on Felten AIOE and ILO occupational exposure), the Software developer tasks most exposed include: code generation, test writing, documentation, code review suggestions, and debugging common patterns.
What AI can't do here
At 5% human bottleneck protection, the tasks that remain hardest to automate for Software developer include: system architecture decisions, complex debugging in production, cross-team coordination, requirements gathering, and security-critical code review.
Skills to focus on
Dell'Acqua et al. (2023) found consultants using AI improved quality 12-40% depending on task boundary — but performance dropped when AI was used outside its capability frontier ("jagged frontier" effect).
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.
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
Software developer 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-basedCompare within Professionals
Modern roles using this occupation
See how this compares to similar occupations
Compare with... →Classification
Higher risk than 82% of occupations
Raw scores
AIOE 1.242 · θ 0.585 · C-AIOE 1.119
Stability
stable · Optimistic 33% · Pessimistic 42%
Score range (best/worst case)
Exposure 84–87% · Net risk 29.45–35.58%
Scoring basis
Not published. No scoring-basis metadata is available for this occupation.
Wage range (SGD/mo)
25th 6,658 · Median 8,888 · 75th 13,513
Evidence & sources
Data matching
direct · SSOC 25121
SOL 2026: exact match
Jobs in Demand: exact match
Data quality
77% · Matching 0.92 · Market data 0.85 · Freshness 0.75
Capped at high · Final rating: medium · capped for conflicting signals
Task-weighted shadow evidence is not active for this occupation yet.
AI overlap by data source
Weights: aioe 47% · ilo 53%
Conflicting data signals
Tools & offset factors
Common tools (O*NET proxy)
What helps
- Demand still persists through current labour or hiring signals.
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 26 visible postings in the last 30 days, led by Java, AWS, GCP.
- Employer pressure is moderate, based on 7 recent Singapore-relevant company signals.
Worker profile
Gender mix
70% male / 30% femalePublished Singapore worker composition for the detailed occupation family 25 Information & Communications Technology 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 13% lowerPublished June 2024 gross wage medians: male $9,371, female $8,128.
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.
Frequently asked questions
Will AI replace Software developer?
Software developer has 86% AI task overlap with only 5% human bottleneck protection — higher risk than 82% of occupations in the live market. Structural displacement pressure is significant. Net displacement risk: 33% (High). Median wage: SGD 8,888/month.
What is the AI risk score for Software developer?
Software developer has an AI displacement risk of 33%, rated High. AI task overlap: 86%. Human advantage: 5%. Local demand buffer: 59%.
What career transitions are available for Software developer?
Software developer has modeled transition pathways to related occupations. The strongest adjacent pathway is Enterprise/Solution architect, based on skill and wage similarity (model-estimated). Transition scoring accounts for wage preservation, training ease, and destination quality.
How does Software developer salary compare in the live market?
Software developer earns a median gross wage of SGD 8,888/month in the live market (25th-75th percentile: SGD 6,658-13,513). This is 98% above median across all 562 scored occupations, and 37% above group median within Professionals occupations.