Automation index
How much of a Junior developer’s job can AI already do?
Today an AI can already do 31% of this job. What’s left takes judgment, team context, and reading what never shows up on the ticket.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Junior developer
31%↓
AI can already do 31% of this job.
#38 / 623
View rankingJunior 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 |
|---|---|---|---|
Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.EstimateNo public source provides a precise figure. This is our estimate. | 13% | 48% | +6.2 |
Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 12% | +1.1 |
Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Consult with managerial, engineering, and technical personnel to clarify program intent, identify problems, and suggest changes.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Develop Web sites.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 55% | +3.3 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 30% | 28% | +8.4 |
| Total | 100% | 31% |
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 15-1251.00· ESCO/ISCO 2512
IS WORK OVER?
Journalist
30%
#52 / 623
View rankingJournalist
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 commentaries, columns, or scripts, using computers.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Analyze and interpret news and information received from various sources to broadcast the information.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 48% | +3.4 |
Select material most pertinent to presentation, and organize this material into appropriate formats.EstimateNo public source provides a precise figure. This is our estimate. | 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 provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Coordinate and serve as an anchor on news broadcast programs.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 28% | +1.4 |
Gather information and develop perspectives about news subjects through research, interviews, observation, and experience.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 48% | +2.4 |
Present news stories, and introduce in-depth videotaped segments or live transmissions from on-the-scene reporters.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 22% | +1.1 |
Receive assignments or evaluate leads or tips to develop story ideas.EstimateNo public source provides a precise figure. This is our estimate. | 4% | 28% | +1.1 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 55% | 28% | +15.4 |
| Total | 100% | 30% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- 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