Automation index
Can AI do the work of a Business analyst?
Today an AI can already classify, reconcile, and prep a first close. The final call, and what goes to the tax office, still has a name on it.
It also does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Business analyst
39%
AI or a robot can already do 39% of this job.
#7 / 103
View rankingBusiness analyst
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 |
|---|---|---|---|
Gather and organize information on problems or procedures.EstimateNo public source pins this saving. It is an estimate of the method. | 23% | 28% | +6.4 |
Develop and implement records management program for filing, protection, and retrieval of records, and assure compliance with program.EstimateNo public source pins this saving. It is an estimate of the method. | 13% | 55% | +7.2 |
Confer with personnel concerned to ensure successful functioning of newly implemented systems or procedures.EstimateNo public source pins this saving. It is an estimate of the method. | 13% | 28% | +3.6 |
Analyze data gathered and develop solutions or alternative methods of proceeding.EstimateNo public source pins this saving. It is an estimate of the method. | 13% | 48% | +6.2 |
Recommend purchase of storage equipment and design area layout to locate equipment in space available.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 28% | +3.1 |
Design, evaluate, recommend, and approve changes of forms and reports.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 55% | +3.9 |
Prepare manuals and train workers in use of new forms, reports, procedures or equipment, according to organizational policy.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 55% | +2.8 |
Review forms and reports and confer with management and users about format, distribution, and purpose, identifying problems and improvements.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 55% | +2.8 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 10% | 28% | +2.8 |
| Total | 100% | 39% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- business analysis
- risk management
- market research
- scientific research methodology
- perform business analysis
- identify undetected organisational needs
- analyse business plans
- interpret financial statements
- conduct quantitative research
- analyse financial performance of a company
Sources for this job· O*NET 13-1111.00· ESCO/ISCO 2421
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