Can AI do my job? What 1,500 workers and 52 experts found

Almost certainly not the whole thing, but probably some parts of it. AI does not replace jobs all at once. It changes work task by task, taking on some tasks while leaving others to you. The useful question is not "can AI do my job," it is "which of my tasks can AI do, and what should I do with the rest."

Why tasks, not jobs

A job is a bundle of tasks. A bookkeeper enters numbers, spots odd entries, and explains results to a manager. A nurse charts notes, reads a patient, and makes calls under pressure. AI might handle one of those tasks well and be useless at another.

That is why a "yes or no" answer to "can AI do my job" is misleading. The honest answer is a list: here are the tasks AI can take, and here are the tasks that stay with you. This is exactly how the Stanford WORKBank study looks at work.

The two scores

The study surveyed 1,500 US workers and 52 AI experts across 844 work tasks in 104 occupations, built on the US Department of Labor O*NET task list and collected in early 2025. Every task gets two scores.

• Worker desire to automate, rated 1 to 5. This is how much the people who do the task want it automated. We call a task wanted when desire is 3 or higher.
• AI capability, rated 1 to 5. This is how capable experts think AI is at the task today. We call a task AI-capable when capability is 3.5 or higher.

One score is about what people want. The other is about what is possible. You need both to make a good decision.

The four zones

Put the two scores together and every task lands in one of four zones.

Zone	Workers want it	AI can do it	What to do
Green Light	Yes	Yes	Automate now
R&D Opportunity	Yes	Not yet	Watch and wait
Red Light	No	Yes	Hold off, people value it
Low Priority	No	No	Ignore for now

Green Light is where automation clearly helps. People want the task gone and AI can do it. Of the 844 tasks studied, 281, about a third, sit here. R&D Opportunity means people want help but the tools are not ready yet. Red Light means AI could do it but workers would rather keep it, often because it carries judgment or trust. Low Priority means neither side is pushing.

How to read your own occupation

Find your role and look at its task list. Then ask three things.

First, how many of your tasks are Green Light? These are the safe wins. Handing them to AI frees time without taking away work you value.

Second, what is left after the Green Light tasks? For most roles, plenty. The remaining tasks usually lean on judgment, relationships, and accountability, the parts AI does not cover well. That is where your time is best spent.

Third, where are the Red Light tasks? These are worth protecting. If AI can do something but you and your peers value keeping it, that is a signal about what makes your role human.

Most roles show a mix. Very few are all green or all human. That mix is good news: it means the realistic outcome is a shift in how you spend your day, not the disappearance of your role.

Be honest about the limits

A few things to keep in mind. These scores are aggregates for an occupation, not a prediction about your specific job. Your actual tasks and how you do them may differ. AI capability here is expert opinion, not a benchmark of any one product, so a given tool may do better or worse. And the data is a 2025 snapshot, so it will move over time. Treat it as a map, not a verdict.

What to do about it

The practical play is simple. Let AI take the Green Light tasks, the ones you do not enjoy and it can handle. Use the time you get back on the judgment, creative, and people work that stays human. Keep an eye on your R&D Opportunity tasks, since those are the ones likely to become automatable next. The workers who do best are not the ones who avoid AI. They are the ones who direct it at the right tasks.

Want to see your own breakdown? Find your occupation and check which of your tasks fall into each zone.

The bottom line

AI is very unlikely to do your whole job, but it can probably do some of your tasks. Look at the two scores, sort your tasks into the four zones, and start by automating the Green Light ones. Then spend your freed time on the judgment, relationships, and accountability that remain yours. It is a shift in your day, not the end of your role.