Automation index
How much of a Career counsellor’s job can AI already do?
A test and a pathway come earlier. Getting that person to the interview do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Career counsellor
29%
AI can already do 29% of this job.
#66 / 623
View rankingCareer counsellor
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 |
|---|---|---|---|
Profile, test and the map of possible jobs.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
CV, letter and the mock interview.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
The session, the block and the one who believes nothing.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Employers, placements and the bridge to a contract.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Public employment service, training and the calls.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
That they show up, and not dropping the case.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- career guidance
- write CVs
- mock interviews
- job pathway
- refer to training
- broker employers
- employability tests
- accompany to interviews
Sources for this job· O*NET 21-1012.00· ESCO/ISCO 2423
IS WORK OVER?
Data scientist
40%
#6 / 623
View rankingData scientist
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 |
|---|---|---|---|
Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 55% | +7.7 |
Manage timely flow of business intelligence information to users.EstimateNo public source provides a precise figure. This is our estimate. | 13% | 28% | +3.6 |
Maintain or update business intelligence tools, databases, dashboards, systems, or methods.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 48% | +5.3 |
Provide technical support for existing reports, dashboards, or other tools.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 55% | +5 |
Synthesize current business intelligence or trend data to support recommendations for action.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 55% | +3.3 |
Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 55% | +3.3 |
Identify or monitor current and potential customers, using business intelligence tools.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. | 29% | 28% | +8.1 |
| Total | 100% | 40% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- 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