Radiation therapist
AI displacement risk
3%
Range 0.94–5.40%
Radiation therapist has 35% AI task overlap but 88% human bottleneck protection — lower risk than 85% of occupations in the live market. AI is more likely to enhance this role than replace it.
Professionals·SGD 5,629/mo (4,424–7,186)·~1.9K 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
35% of tasks overlap with current AI
88% human advantage from judgment & presence
44% demand buffer from the local labour market
On the Shortage Occupation List 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 35% AI task overlap (based on Felten AIOE and ILO occupational exposure), the Radiation therapist tasks most exposed include: diagnostic pattern recognition, medical literature synthesis, appointment scheduling, patient record summarization, and drug interaction checking.
- • Position patients for treatment with accuracy, according to prescription.
- • Administer prescribed doses of radiation to specific body parts, using radiation therapy equipment according to established practices and standards.
- • Follow principles of radiation protection for patient, self, and others.
O*NET tasks for this occupation with the most observed AI usage (Anthropic task data).
What AI can't do here
At 88% human bottleneck protection, the tasks that remain hardest to automate for Radiation therapist include: patient examination, clinical judgment under uncertainty, empathetic communication, emergency decision-making, and informed consent processes.
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.
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
Radiation therapist has some offset potential, but it depends on task redesign holding up in practice and on workers clearing the main switching frictions.Adjacent routes exist, but switching friction is still high.
Published transition support
Related roles you could transition to
Similarity-basedCompare within Professionals
See how this compares to similar occupations
Compare with... →Classification
Higher risk than 15% of occupations · V7 structural score
Raw scores
AIOE 0.711 · θ 0.749 · C-AIOE 0.523
Stability
stable · Optimistic 1% · Pessimistic 5%
Score range (best/worst case)
Exposure 15–58% · Net risk 0.94–5.40%
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.-0.2pp versus retained V6 baseline.
Wage range (SGD/mo)
25th 4,424 · Median 5,629 · 75th 7,186
Evidence & sources
Data matching
direct · SSOC 22694
SOL 2026: prefix match
Data quality
74% · Matching 1.00 · Market data 0.75 · Freshness 0.75
Capped at high · Final rating: medium · capped for sparse source coverage
100% weighted task match · 0% effective coverage
AI overlap by data source
Weights: aioe 47% · ilo 53%
Conflicting data signals
Tools & offset factors
Common tools (O*NET proxy)
What helps
- A meaningful share of the work can likely be reorganized around AI rather than removed outright.
What could slow it down
- Credential or licensing barriers could make switching harder than the adjacent-role list suggests.
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.
Worker profile
Gender mix
34% male / 66% femalePublished Singapore worker composition for the detailed occupation family 22 Health 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 14% lowerPublished June 2024 gross wage medians: male $6,241, female $5,382.
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 Radiation therapist?
Radiation therapist has 35% AI task overlap but 88% human bottleneck protection — lower risk than 85% of occupations in the live market. AI is more likely to enhance this role than replace it. Net displacement risk: 3% (Very Low). Median wage: SGD 5,629/month.
What is the AI risk score for Radiation therapist?
Radiation therapist has an AI displacement risk of 3%, rated Very Low. AI task overlap: 35%. Human advantage: 88%. Local demand buffer: 44%.
What career transitions are available for Radiation therapist?
Radiation therapist has modeled transition pathways to related occupations. The strongest adjacent pathway is Medical diagnostic radiographer, based on skill and wage similarity (model-estimated). Transition scoring accounts for wage preservation, training ease, and destination quality.
How does Radiation therapist salary compare in the live market?
Radiation therapist earns a median gross wage of SGD 5,629/month in the live market (25th-75th percentile: SGD 4,424-7,186). This is 25% above median across all 562 scored occupations, and 13% below group median within Professionals occupations.