Automation index
How much of a Business analyst’s job can AI already do?
AI can already analyse data, summarise processes and draft possible solutions. Deciding what should change, why it matters and how to make it happen is still the hard part.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Business analyst
39%
AI can already do 39% of this job.
#7 / 623
View rankingBusiness analyst
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 |
|---|---|---|---|
Gather and organize information on problems or procedures.EstimateNo public source provides a precise figure. This is our estimate. | 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 provides a precise figure. This is our estimate. | 13% | 55% | +7.2 |
Confer with personnel concerned to ensure successful functioning of newly implemented systems or procedures.EstimateNo public source provides a precise figure. This is our estimate. | 13% | 28% | +3.6 |
Analyze data gathered and develop solutions or alternative methods of proceeding.EstimateNo public source provides a precise figure. This is our estimate. | 13% | 48% | +6.2 |
Recommend purchase of storage equipment and design area layout to locate equipment in space available.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Design, evaluate, recommend, and approve changes of forms and reports.EstimateNo public source provides a precise figure. This is our estimate. | 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 provides a precise figure. This is our estimate. | 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 provides a precise figure. This is our estimate. | 5% | 55% | +2.8 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 10% | 28% | +2.8 |
| Total | 100% | 39% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- 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%
#53 / 623
View rankingHotel receptionist
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 |
|---|---|---|---|
Greet, register, and assign rooms to guests of hotels or motels.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Issue room keys and escort instructions to bellhops.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Verify customers' credit, and establish how the customer will pay for the accommodation.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Keep records of room availability and guests' accounts, manually or using computers.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 55% | +3.9 |
Make and confirm reservations.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Review accounts and charges with guests during the check out process.EstimateNo public source provides a precise figure. This is our estimate. | 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 provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Compute bills, collect payments, and make change for guests.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 47% | 28% | +13.2 |
| Total | 100% | 30% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- 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