Automation index
Can AI do the work of a Customer support agent?
Today an AI can already handle the first pass: repeat tickets, stock emails, a simple reset. The odd case, the angry customer, and fraud still need a person.
It does not predict how many jobs will disappear.
Task comparison
IS WORK OVER?
Customer support agent
36%
AI or a robot can already do 36% of this job.
#15 / 103
View rankingCustomer support agent
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Confer with customers by telephone or in person to provide information about products or services, take or enter orders, cancel accounts, or obtain details of complaints.EstimateNo public source pins this saving. It is an estimate of the method. | 17% | 28% | +4.8 |
Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.EstimateNo public source pins this saving. It is an estimate of the method. | 15% | 55% | +8.3 |
Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.EstimateNo public source pins this saving. It is an estimate of the method. | 13% | 55% | +7.2 |
Check to ensure that appropriate changes were made to resolve customers' problems.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 28% | +3.1 |
Determine charges for services requested, collect deposits or payments, or arrange for billing.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 28% | +3.1 |
Solicit sales of new or additional services or products.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 28% | +3.1 |
Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 28% | +2.5 |
Refer unresolved customer grievances to designated departments for further investigation.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
| Total | 100% | 36% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- customer insight
- characteristics of products
- customer service
- guarantee customer satisfaction
- communicate with customers
- use databases
- answer incoming calls
- keep records of customer interaction
- perform customer management
- collect customer data
Sources for this job· O*NET 43-4051.00· ESCO/ISCO 4222
IS WORK OVER?
Hotel receptionist
30%
#42 / 103
View rankingHotel receptionist
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Greet, register, and assign rooms to guests of hotels or motels.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Issue room keys and escort instructions to bellhops.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Verify customers' credit, and establish how the customer will pay for the accommodation.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Keep records of room availability and guests' accounts, manually or using computers.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 55% | +3.9 |
Make and confirm reservations.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Review accounts and charges with guests during the check out process.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Answer inquiries pertaining to hotel services, guest registration, and travel directions, or make recommendations regarding shopping, dining, or entertainment.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Compute bills, collect payments, and make change for guests.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 47% | 28% | +13.2 |
| Total | 100% | 30% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- explain features in accommodation venue
- comply with food safety and hygiene
- implement marketing strategies
- maintain relationship with customers
- deal with arrivals in accommodation
- greet guests
- handle customer complaints
- process booking
- provide tourism related information
- handover the service area
Sources for this job· O*NET 43-4081.00· ESCO/ISCO 4224