Automation index
Can AI do the work of a Police officer?
Filing a report and searching records already speeds up. Stopping someone, reading a street, and firing or not is not a model.
It also does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Police officer
17%
AI or a robot can already do 17% of this job.
#96 / 103
View rankingPolice officer
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Write reports, complaints and duty logs.EstimateNo public source pins this saving. It is an estimate of the method. | 18% | 35% | +6.3 |
Search records, cameras and internal databases.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 30% | +4.2 |
Patrol, presence and deterrence on the street.EstimateNo public source pins this saving. It is an estimate of the method. | 18% | 8% | +1.4 |
Arrests, ID checks and use of force.EstimateNo public source pins this saving. It is an estimate of the method. | 18% | 6% | +1.1 |
Victim support and conflict mediation.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 10% | +1.6 |
Testify in court and coordinate with prosecutors.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 12% | +1.9 |
| Total | 100% | 17% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- 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
IS WORK OVER?
QA tester
38%
#11 / 103
View rankingQA tester
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Identify, analyze, and document problems with program function, output, online screen, or content.EstimateNo public source pins this saving. It is an estimate of the method. | 12% | 55% | +6.6 |
Document software defects, using a bug tracking system, and report defects to software developers.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 55% | +6.1 |
Install, maintain, or use software testing programs.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Monitor program performance to ensure efficient and problem-free operations.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 48% | +2.9 |
Document test procedures to ensure replicability and compliance with standards.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 55% | +3.3 |
Create or maintain databases of known test defects.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 48% | +2.9 |
Provide feedback and recommendations to developers on software usability and functionality.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 39% | 28% | +10.9 |
| Total | 100% | 38% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- internal risk management policy
- ICT quality policy
- software anomalies
- levels of software testing
- quality standards
- quality assurance methodologies
- ICT process quality models
- set quality assurance objectives
- ensure continuous preparedness for audits
- comply with legal regulations
Sources for this job· O*NET 15-1253.00· ESCO/ISCO 2519