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?
Store manager
28%
#63 / 103
View rankingStore manager
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 |
|---|---|---|---|
Provide customer service by greeting and assisting customers and responding to customer inquiries and complaints.EstimateNo public source pins this saving. It is an estimate of the method. | 13% | 28% | +3.6 |
Direct and supervise employees engaged in sales, inventory-taking, reconciling cash receipts, or in performing services for customers.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 22% | +1.8 |
Monitor sales activities to ensure that customers receive satisfactory service and quality goods.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Assign employees to specific duties.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Examine merchandise to ensure that it is correctly priced and displayed and that it functions as advertised.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Perform work activities of subordinates, such as cleaning and organizing shelves and displays and selling merchandise.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Instruct staff on how to handle difficult and complicated sales.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Establish credit policies and operating procedures.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 41% | 28% | +11.5 |
| Total | 100% | 28% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- sales activities
- employment law
- tobacco brands
- study sales levels of products
- set up pricing strategies
- order supplies
- manage budgets
- maintain relationship with customers
- manage staff
- use different communication channels
Sources for this job· O*NET 41-1011.00· ESCO/ISCO 1420