Automation index
How much of a SEM specialist’s job can AI already do?
A campaign and an ad come earlier. Spending the budget on people who buy do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
SEM specialist
28%
AI can already do 28% of this job.
#97 / 623
View rankingSEM 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 |
|---|---|---|---|
Campaigns, keywords and Quality Score.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Landing, tracking and the conversion that misses.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
The client who wants more clicks for less.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Reports, copy and the ad A/B.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Legal, brands and the claim you cannot make.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Spend on buyers, and not inflating impressions.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
- SEM campaigns
- keywords
- Quality Score
- landings
- conversion tracking
- ad A/B
- Google Ads
- media budget
Sources for this job· O*NET 13-1161.00· ESCO/ISCO 2431
IS WORK OVER?
Heat-pump technician
22%
#380 / 623
View rankingHeat-pump 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 |
|---|---|---|---|
Load, diagram and machine sizing.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Install, vacuum and the refrigerant charge.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Commission, curves and hot water.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Sensors, fan-coils and noise to the neighbour.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Winter, defrost and the complaint.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
That it heats, and not freezing the outdoor unit.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 22% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- fit heat pumps
- vacuum the circuit
- refrigerant charge
- commission
- hot water
- defrost
- size the unit
- sensors
Sources for this job· O*NET 49-9021.00· ESCO/ISCO 7126