Automation index
How much of a Scrum master’s job can AI already do?
A board and a retro template assemble. Unblocking a team and holding a director do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Scrum master
25%
AI can already do 25% of this job.
#251 / 623
View rankingScrum master
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 |
|---|---|---|---|
Facilitate ceremonies, boards and notes.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 45% | +9 |
Flow metrics and impediment reports.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 38% | +6.1 |
Team coaching and internal conflict.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 15% | +2.7 |
Protect the sprint from interruptions.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Train PO and managers in the method.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Change the system, not just the ritual.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 25% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Facilitate ceremonies, boards and notes
- Flow metrics and impediment reports
- Team coaching and internal conflict
- Protect the sprint from interruptions
- Train PO and managers in the method
- Change the system, not just the ritual
- scrum master
- agile coach
Sources for this job· O*NET 13-1111.00· ESCO/ISCO 2421
IS WORK OVER?
Police officer
17%
#587 / 623
View rankingPolice officer
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 |
|---|---|---|---|
Write reports, complaints and duty logs.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 35% | +6.3 |
Search records, cameras and internal databases.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 30% | +4.2 |
Patrol, presence and deterrence on the street.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 8% | +1.4 |
Arrests, ID checks and use of force.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 6% | +1.1 |
Victim support and conflict mediation.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 10% | +1.6 |
Testify in court and coordinate with prosecutors.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 17% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- police report
- patrol
- identify a person
- Write reports, complaints and duty logs
- Arrests, ID checks and use of force
- Victim support and conflict mediation
- policia
- police
- agente
- guardia urbana
Sources for this job· O*NET 33-3051.00· ESCO/ISCO 5412