Automation index
How much of a Allergist’s job can AI already do?
An IgE panel comes earlier. Doing the challenge and not triggering anaphylaxis do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Allergist
23%
AI can already do 23% of this job.
#286 / 633
View rankingAllergist
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 |
|---|---|---|---|
Read IgE, prick tests and the reaction history.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 48% | +7.7 |
Skin tests, challenges and immunotherapy.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Avoidance, adrenaline and allergic asthma.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Clinic for children, mites and the one who cannot eat.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Letters for school, canteen and the plane.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Anaphylaxis, on-call and owning the vaccine.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 23% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- allergy tests
- prick test
- allergy vaccines
- read IgE
- treat anaphylaxis
- allergy clinic
- supervised challenge
- adrenaline
Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212
IS WORK OVER?
Data scientist
40%
#6 / 633
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