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?
BI analyst
34%
#18 / 103
View rankingBI analyst
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 |
|---|---|---|---|
Model data, light ETL and dashboards.EstimateNo public source pins this saving. It is an estimate of the method. | 24% | 58% | +13.9 |
Write SQL, measures and docs.EstimateNo public source pins this saving. It is an estimate of the method. | 18% | 50% | +9 |
Define KPIs with the business and negotiate meaning.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 22% | +3.5 |
Present insights and defend the number.EstimateNo public source pins this saving. It is an estimate of the method. | 16% | 18% | +2.9 |
Data quality, alerts and lineage.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 15% | +2.1 |
Prioritise requests and say no.EstimateNo public source pins this saving. It is an estimate of the method. | 12% | 20% | +2.4 |
| Total | 100% | 34% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- Model data, light ETL and dashboards
- Write SQL, measures and docs
- Present insights and defend the number
- Data quality, alerts and lineage
- Prioritise requests and say no
- business intelligence
- analista bi
- power bi
- looker
Sources for this job· O*NET 15-2051.00· ESCO/ISCO 2511