Automation index
Can AI do the work of a Project manager?
Today an AI can already knock out copy, outlines, reports, and a lot of the prep. Deciding what matters, and what moves the business, is another story.
It does not estimate how many people will be out of work.
Task comparison
IS WORK OVER?
Project manager
38%
AI or a robot can already do 38% of this job.
#10 / 103
View rankingProject manager
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 |
|---|---|---|---|
Plans and statusEstimateNo public source pins this saving. It is an estimate of the method. | 30% | 65% | +19.5 |
Templated risksEstimateNo public source pins this saving. It is an estimate of the method. | 20% | 50% | +10 |
People and conflictEstimateNo public source pins this saving. It is an estimate of the method. | 30% | 15% | +4.5 |
Client managementEstimateNo public source pins this saving. It is an estimate of the method. | 20% | 20% | +4 |
| Total | 100% | 38% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- sustainable finance
- corporate social responsibility
- strategic planning
- data analytics
- promote sustainability
- promote human rights implementation
- monitor social impact
- define the corporate structure
- conduct quantitative research
- promote environmental awareness
Sources for this job· O*NET 13-1082.00· ESCO/ISCO 1219
IS WORK OVER?
Customs agent
27%
#69 / 103
View rankingCustoms agent
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 |
|---|---|---|---|
Declarations, tariff class and documents.EstimateNo public source pins this saving. It is an estimate of the method. | 22% | 48% | +10.6 |
Database hits, risk and selectivity.EstimateNo public source pins this saving. It is an estimate of the method. | 18% | 40% | +7.2 |
Physical inspection of goods and container.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 15% | +2.4 |
Interview the operator and write the record.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 14% | +2.2 |
Fines, appeals and police coordination.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 16% | +2.2 |
Judgment on fraud and sensitive goods.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 18% | +2.5 |
| Total | 100% | 27% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- Declarations, tariff class and documents
- Database hits, risk and selectivity
- Physical inspection of goods and container
- Fines, appeals and police coordination
- Judgment on fraud and sensitive goods
- aduanas
- customs
- despachante de aduanas
Sources for this job· O*NET 13-1041.00· ESCO/ISCO 3351