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?
Midwife
26%
#206 / 633
View rankingMidwife
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 |
|---|---|---|---|
Provide prenatal, intrapartum, postpartum, or newborn care to patients.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 12% | +1 |
Document patients' health histories, symptoms, physical conditions, or other diagnostic information.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 12% | +1 |
Document findings of physical examinations.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 55% | +4.4 |
Monitor fetal development by listening to fetal heartbeat, taking external uterine measurements, identifying fetal position, or estimating fetal size and weight.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Order and interpret diagnostic or laboratory tests.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Perform physical examinations by taking vital signs, checking neurological reflexes, examining breasts, or performing pelvic examinations.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Develop and implement individualized plans for health care management.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Educate patients and family members regarding prenatal, intrapartum, postpartum, newborn, or interconception care.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 12% | +0.8 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 38% | 28% | +10.6 |
| Total | 100% | 26% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- hygiene in a health care setting
- microbiology-bacteriology
- childbirth
- health care legislation
- lactation
- obstetric ultrasonography
- analgesics
- neonatology
- pregnancy
- pharmacology
Sources for this job· O*NET 29-1161.00· ESCO/ISCO 2222