Automation index
How much of a Travel agent’s job can AI already do?
Finding a flight and a hotel come earlier. Building a trip that holds, and answering when it does not, do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Travel agent
29%
AI can already do 29% of this job.
#55 / 763
View rankingTravel agent
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Search flights, hotels, trains and packages.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Quote, compare and issue bookings.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Serve the client: taste, visas and fears.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Changes, cancellations and incidents on the ground.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Groups, corporates and tailor-made trips.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Suppliers, margins and liability for the booking.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 29% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- book flights
- organise trips
- issue bookings
- build packages
- handle cancellations
- advise on destinations
- process visas
- handle travel incidents
Sources for this job· O*NET 41-3041.00· ESCO/ISCO 4221
IS WORK OVER?
Backend developer
27%
#151 / 763
View rankingBackend developer
Where the time goes
Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.
The time saving for each task is estimated separately.
| Task | Share | AI | Points |
|---|---|---|---|
Endpoint, the contract and the test.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Spike, the queue and the one that drops.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Key, the secret and not leaving it in the repo.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Migration, the rollback and not improvising in prod.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Product, the deadline and not cutting the one that matters.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That it takes the spike, and not leaving the key.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- endpoints
- API contracts
- queues
- secrets
- migrations
- rollback
- backend tests
- write server code
Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2512