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 / 623

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?

24%

#257 / 623

Agile coach

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
Boards, metrics and the cadence design. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
The real retro and the elephant in the room. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
Train, unblock and the manager who will not let go. Estimate No public source provides a precise figure. This is our estimate.	16%	32%	+5.1
Scale, dependencies and fake agile. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
Conflict, power and not selling extra frameworks. Estimate No public source provides a precise figure. This is our estimate.	18%	18%	+3.2
That they stop faking it, and not inflating velocity. Estimate No public source provides a precise figure. This is our estimate.	16%	14%	+2.2
Total	100%		24%

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