Automation index
Can AI do the work of a Data 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 does not say how many people will end up unemployed.
Task comparison
IS WORK OVER?
Data analyst
40%
AI or a robot can already do 40% of this job.
#5 / 103
View rankingData 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 |
|---|---|---|---|
Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 55% | +7.7 |
Manage timely flow of business intelligence information to users.EstimateNo public source pins this saving. It is an estimate of the method. | 13% | 28% | +3.6 |
Maintain or update business intelligence tools, databases, dashboards, systems, or methods.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 48% | +5.3 |
Provide technical support for existing reports, dashboards, or other tools.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 55% | +5 |
Synthesize current business intelligence or trend data to support recommendations for action.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 55% | +3.3 |
Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 55% | +3.3 |
Identify or monitor current and potential customers, using business intelligence tools.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. | 29% | 28% | +8.1 |
| Total | 100% | 40% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- analyse data
- models
- dashboards
- python
- information structure
- data warehouse
- database
- web programming
- ICT security legislation
- business process modelling
Sources for this job· O*NET 15-2051.01· ESCO/ISCO 2521
IS WORK OVER?
Executive assistant
34%
#19 / 103
View rankingExecutive assistant
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 |
|---|---|---|---|
Answer phone calls and direct calls to appropriate parties or take messages.EstimateNo public source pins this saving. It is an estimate of the method. | 13% | 28% | +3.6 |
Manage and maintain executives' schedules.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 28% | +3.1 |
Open, sort, and distribute incoming correspondence, including faxes and email.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 55% | +5 |
Perform general office duties, such as ordering supplies, maintaining records management database systems, and performing basic bookkeeping work.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 55% | +5 |
Prepare invoices, reports, memos, letters, financial statements, and other documents, using word processing, spreadsheet, database, or presentation software.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 22% | +1.5 |
Prepare responses to correspondence containing routine inquiries.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Coordinate and direct office services, such as records, departmental finances, budget preparation, personnel issues, and housekeeping, to aid executives.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 55% | +3.9 |
Greet visitors and determine whether they should be given access to specific individuals.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. | 31% | 28% | +8.7 |
| Total | 100% | 35% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- company policies
- translate keywords into full texts
- perform business research
- use spreadsheets software
- coordinate events
- organise travel arrangements for staff
- use different communication channels
- process commissioned instructions
- manage office facility systems
- use office systems
Sources for this job· O*NET 43-6011.00· ESCO/ISCO 3343