Guides · Updated October 19, 2026
Which jobs will AI change the most?
Desk work built on drafting, sorting and routine checks changes fastest. Every one of these roles still has work that holds, and each page shows a plan to grow it.

The 20 where tools could take the most
- Administrative assistantTools could take about 24 hours16 of 40 hours
- Content writerTools could take about 22 hours18 of 40 hours
- Cybersecurity studentTools could take about 22 hours18 of 40 hours
- Software developerTools could take about 22 hours18 of 40 hours
- Product and UX designerTools could take about 21 hours19 of 40 hours
- Computer science studentTools could take about 20 hours20 of 40 hours
- Data science and statistics studentTools could take about 20 hours20 of 40 hours
- Market research analystTools could take about 20 hours20 of 40 hours
- Sales development representativeTools could take about 20 hours20 of 40 hours
- Security analystTools could take about 20 hours20 of 40 hours
- Data science master's studentTools could take about 19 hours21 of 40 hours
- PR specialistTools could take about 19 hours21 of 40 hours
- Project coordinatorTools could take about 19 hours21 of 40 hours
- Title examinerTools could take about 19 hours21 of 40 hours
- Digital marketing specialistTools could take about 18 hours22 of 40 hours
- Executive assistantTools could take about 18 hours22 of 40 hours
- HR generalistTools could take about 18 hours22 of 40 hours
- Medical billerTools could take about 18 hours22 of 40 hours
- Public health studentTools could take about 18 hours22 of 40 hours
- Supply chain coordinatorTools could take about 18 hours22 of 40 hours
Hours are for a typical 40-hour week at the middle pace, from our task-by-task reports. How we score a job.
What to do if yours is here
Grow the part that holds
Plan A in each report is built from the tasks that stay with people.
Start a plan B now
One session a week trains you for a newer role your skills already fit.
Watch the signals
Each report lists what to watch at your company, so you know when to move faster.