Automation index
How much of a Paid media specialist’s job can AI already do?
A media plan comes earlier. The pixel firing without burning the brand do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Paid media specialist
28%
AI can already do 28% of this job.
#123 / 653
View rankingPaid media specialist
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 |
|---|---|---|---|
Plan, platforms and the pixel.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Creatives, frequency and audience cuts.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
The client, going live and the campaign that drifts.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Reports, attribution and the last-click fight.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Brand safety and inventory you cannot touch.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
That the pixel fires, and not burning extra CPM.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- media plan
- pixel
- frequency
- brand safety
- attribution
- creatives
- audiences
- digital inventory
Sources for this job· O*NET 13-1161.00· ESCO/ISCO 2431
IS WORK OVER?
Histology technician
19%
#554 / 653
View rankingHistology technician
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 |
|---|---|---|---|
Intake, the pot and not mixing cases.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 32% | +5.1 |
Process, embed and the block.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 8% | +1.8 |
Cut, the knife and the one that falls apart.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Stain, the control and the one that will not take.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The pathologist, the rush and not sending a bad cut.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Not losing the diagnosis on the knife.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 12% | +1.7 |
| Total | 100% | 19% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- paraffin blocks
- histology cutting
- stains
- tissue processor
- not mix cases
- microtome knife
- stain controls
- embedding
Sources for this job· O*NET 29-2012.00· ESCO/ISCO 3212