Automation index
Can AI do the work of a DevOps engineer?
Today an AI can already do 37% of this job. Architecture, the hard calls, and review still need someone who has broken production.
It does not tell you how many jobs will vanish.
Task comparison
IS WORK OVER?
DevOps engineer
37%
AI or a robot can already do 37% of this job.
#12 / 103
View rankingDevOps engineer
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.EstimateNo public source pins this saving. It is an estimate of the method. | 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 pins this saving. It is an estimate of the method. | 10% | 48% | +4.8 |
Store, retrieve, and manipulate data for analysis of system capabilities and requirements.EstimateNo public source pins this saving. It is an estimate of the method. | 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 pins this saving. It is an estimate of the method. | 9% | 48% | +4.3 |
Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 22% | +1.8 |
Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 48% | +3.4 |
Develop or direct software system testing or validation procedures, programming, or documentation.EstimateNo public source pins this saving. It is an estimate of the method. | 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 pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 33% | 28% | +9.2 |
| Total | 100% | 37% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- 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
IS WORK OVER?
Journalist
30%
#41 / 103
View rankingJournalist
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Write commentaries, columns, or scripts, using computers.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Analyze and interpret news and information received from various sources to broadcast the information.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 48% | +3.4 |
Select material most pertinent to presentation, and organize this material into appropriate formats.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 22% | +1.3 |
Examine news items of local, national, and international significance to determine topics to address, or obtain assignments from editorial staff members.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Coordinate and serve as an anchor on news broadcast programs.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 28% | +1.4 |
Gather information and develop perspectives about news subjects through research, interviews, observation, and experience.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 48% | +2.4 |
Present news stories, and introduce in-depth videotaped segments or live transmissions from on-the-scene reporters.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 22% | +1.1 |
Receive assignments or evaluate leads or tips to develop story ideas.EstimateNo public source pins this saving. It is an estimate of the method. | 4% | 28% | +1.1 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 55% | 28% | +15.4 |
| Total | 100% | 30% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- write news
- interview
- check sources
- search engines
- scientific research methodology
- proofread text
- consult information sources
- read articles
- search databases
- develop professional network
Sources for this job· O*NET 27-3023.00· ESCO/ISCO 2642