Automation index

How much of a E-learning trainer’s job can AI already do?

A SCORM course comes earlier. Someone learning without dropping at module three do not.

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

Task comparison

IS WORK OVER?

27%

AI can already do 27% of this job.

#153 / 623

E-learning trainer

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
Script, SCORM and the platform. Estimate No public source provides a precise figure. This is our estimate.	18%	48%	+8.6
Tutoring, the forum and the one who vanishes. Estimate No public source provides a precise figure. This is our estimate.	16%	40%	+6.4
Assess, copying and the one who does not log in. Estimate No public source provides a precise figure. This is our estimate.	16%	22%	+3.5
Design, the video and not drowning in text. Estimate No public source provides a precise figure. This is our estimate.	16%	28%	+4.5
The client, the deadline and not delivering a dressed-up PDF. Estimate No public source provides a precise figure. This is our estimate.	18%	14%	+2.5
That they learn, and not dropping out. Estimate No public source provides a precise figure. This is our estimate.	16%	12%	+1.9
Total	100%		27%

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

IS WORK OVER?

28%

#82 / 623

Cloud architect

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
Diagrams, ADRs and a first IaC pass. Estimate No public source provides a precise figure. This is our estimate.	22%	48%	+10.6
Cost estimate, Well-Architected and gaps. Estimate No public source provides a precise figure. This is our estimate.	18%	40%	+7.2
Review PRs, security and network. Estimate No public source provides a precise figure. This is our estimate.	16%	20%	+3.2
Align with security, finops and product. Estimate No public source provides a precise figure. This is our estimate.	16%	15%	+2.4
PoCs, real failures and vendor limits. Estimate No public source provides a precise figure. This is our estimate.	14%	18%	+2.5
Sign the design and own the incident. Estimate No public source provides a precise figure. This is our estimate.	14%	14%	+2
Total	100%		28%

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