Automation index
How much of a Demand planner’s job can AI already do?
A forecast comes earlier. Neither an empty shelf nor a drowned warehouse do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Demand planner
28%
AI can already do 28% of this job.
#111 / 623
View rankingDemand planner
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 |
|---|---|---|---|
Forecast, promotions and bias.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Safety stock, lead time and the order.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Sales, the spike and the promo nobody flagged.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
S&OP, consensus and the fight over numbers.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The supplier who fails and not covering with air.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Neither empty nor drowned, and not inflating the forecast.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
- demand forecast
- safety stock
- lead time
- S&OP
- promotions
- forecast bias
- supplier orders
- empty shelf
Sources for this job· O*NET 13-1081.00· ESCO/ISCO 2421
IS WORK OVER?
Urologist
21%
#436 / 623
View rankingUrologist
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 scans, PSA and a first plan.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Clinic, exam and urological endoscopy.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 12% | +2.2 |
Prostate, stone and bladder surgery.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 10% | +1.8 |
Explain, consent and oncology follow-up.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Reports, prescriptions and day-case theatre.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
On-call, colic and liability for the act.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 21% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Read scans, PSA and a first plan
- Clinic, exam and urological endoscopy
- Prostate, stone and bladder surgery
- Explain, consent and oncology follow-up
- On-call, colic and liability for the act
- urologo
- urologist
Sources for this job· O*NET 29-1229.00· ESCO/ISCO 2212