Automation index

How much of a BI analyst’s job can AI already do?

A dashboard and a query assemble themselves. Knowing which metric lies, and what the business is asking, do not.

This percentage does not predict how many people will lose their jobs.

Task comparison

IS WORK OVER?

34%

AI can already do 34% of this job.

#18 / 753

BI analyst

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
Model data, light ETL and dashboards. Estimate No public source provides a precise figure. This is our estimate.	24%	58%	+13.9
Write SQL, measures and docs. Estimate No public source provides a precise figure. This is our estimate.	18%	50%	+9
Define KPIs with the business and negotiate meaning. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Present insights and defend the number. Estimate No public source provides a precise figure. This is our estimate.	16%	18%	+2.9
Data quality, alerts and lineage. Estimate No public source provides a precise figure. This is our estimate.	14%	15%	+2.1
Prioritise requests and say no. Estimate No public source provides a precise figure. This is our estimate.	12%	20%	+2.4
Total	100%		34%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

IS WORK OVER?

22%

#397 / 753

Gas network engineer

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
Model, pressures and the diameter. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Trench, the weld and the one that was not x-rayed. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Leak, the detector and getting people out. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Cut, the bypass and not leaving them without gas. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
The council, the rush and not covering without testing. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That the trench does not go up, and not leaving them without gas. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		22%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low