Automation index
How much of a Systems administrator’s job can AI already do?
A playbook and a disk graph come earlier. Bringing a server up at 4 a.m. and talking to the user do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Systems administrator
27%
AI can already do 27% of this job.
#127 / 623
View rankingSystems administrator
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 |
|---|---|---|---|
Automate accounts, backups and patches.EstimateNo public source provides a precise figure. This is our estimate. | 20% | 45% | +9 |
Document, inventory and alerts.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 40% | +7.2 |
Incidents, outages and on-call.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Install, cable and touch hardware.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
Permissions, security and difficult users.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 18% | +2.5 |
Decide what patches and what waits.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 26% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Automate accounts, backups and patches
- Document, inventory and alerts
- Incidents, outages and on-call
- Install, cable and touch hardware
- Permissions, security and difficult users
- Decide what patches and what waits
- sysadmin
- administrador de sistemas
- sistemas linux
Sources for this job· O*NET 15-1244.00· ESCO/ISCO 2522
IS WORK OVER?
DevOps engineer
37%
#12 / 623
View rankingDevOps 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 |
|---|---|---|---|
Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 48% | +4.8 |
Store, retrieve, and manipulate data for analysis of system capabilities and requirements.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 48% | +4.8 |
Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 48% | +4.3 |
Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 22% | +1.8 |
Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 48% | +3.4 |
Develop or direct software system testing or validation procedures, programming, or documentation.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 55% | +3.9 |
Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 28% | +1.4 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 33% | 28% | +9.2 |
| Total | 100% | 37% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- write code
- programming
- software development
- coding
- debug code
- implement cloud security and compliance
- systems development life-cycle
- cloud security and compliance
- computer programming
- ICT system integration
Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2512