Automation index
How much of a Site reliability engineer’s job can AI already do?
A runbook and autoscale come earlier. The 3 a.m. incident without taking production down do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Site reliability engineer
28%
AI can already do 28% of this job.
#103 / 633
View rankingSite reliability engineer
Where the time goes
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 |
|---|---|---|---|
SLOs, alerts and the runbook.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 52% | +9.4 |
Incident, war room and not making it worse.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
CI/CD, capacity and the error budget.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Postmortem, toil and automating the repeated.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
The product that wants to ship and the SLO that will not allow it.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 14% | +2.5 |
Not taking production down, and signing the change.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- SLOs
- runbooks
- handle incidents
- error budget
- autoscale
- postmortem
- reduce toil
- reliability CI/CD
Sources for this job· O*NET 15-1244.00· ESCO/ISCO 2512
IS WORK OVER?
Photographer
28%
#100 / 633
View rankingPhotographer
Where the time goes
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 |
|---|---|---|---|
Adjust apertures, shutter speeds, and camera focus according to a combination of factors, such as lighting, field depth, subject motion, film type, and film speed.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 28% | +2.8 |
Use traditional or digital cameras, along with a variety of equipment, such as tripods, filters, and flash attachments.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Create artificial light, using flashes and reflectors.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Estimate or measure light levels, distances, and numbers of exposures needed, using measuring devices and formulas.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Transfer photographs to computers for editing, archiving, and electronic transmission.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Perform general office duties, such as scheduling appointments, keeping books, and ordering supplies.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Determine desired images and picture composition, selecting and adjusting subjects, equipment, and lighting to achieve desired effects.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 39% | 28% | +10.9 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- interview techniques
- photography
- editorial standards
- writing techniques
- spelling
- grammar
- copyright legislation
- participate in editorial meetings
- set up photographic equipment
- study topics
Sources for this job· O*NET 27-4021.00· ESCO/ISCO 3431