Automation index
How much of a Product owner’s job can AI already do?
A backlog and a user story write fast. Telling engineering no, and a customer yes, do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Product owner
27%
AI can already do 27% of this job.
#171 / 623
View rankingProduct owner
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 |
|---|---|---|---|
Write stories, criteria and backlog.EstimateNo public source provides a precise figure. This is our estimate. | 22% | 50% | +11 |
Maps, roadmaps and release notes.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Refine with engineering and design.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 18% | +2.9 |
Talk to users and stakeholders.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 15% | +2.4 |
Prioritise, cut scope and say no.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 12% | +1.9 |
Accept the increment and own the value.EstimateNo public source provides a precise figure. This is our estimate. | 14% | 16% | +2.2 |
| Total | 100% | 27% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Write stories, criteria and backlog
- Maps, roadmaps and release notes
- Refine with engineering and design
- Talk to users and stakeholders
- Prioritise, cut scope and say no
- Accept the increment and own the value
- product owner
- po agil
Sources for this job· O*NET 15-1199.09· ESCO/ISCO 2519
IS WORK OVER?
Senior developer
37%
#13 / 623
View rankingSenior developer
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
- computer programming
- decentralized application frameworks
- blockchain openness
- software components libraries
- ICT debugging tools
Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2512