Beginner · 13
Will AI take my job?
A calm, evidence-minded look at AI and work: tasks versus jobs, what history tells us, and which skills keep their value.
6 min read · Tap underlined words for a definition
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It is a fair worry, and headlines don't help. The honest answer is that nobody knows exactly how things will unfold. But there are some useful ways to think about it that are calmer than most headlines.
Jobs are bundles of tasks
A job is not one thing. A teacher plans lessons, marks work, explains ideas, notices a struggling pupil and talks to parents.
AI might help with some of those tasks, such as drafting a worksheet, while others, like noticing that a child is upset, stay firmly human. Economists who study this usually look at tasks, not whole jobs.
Helping versus replacing
Automation means a machine does a task instead of a person. Augmentation means a machine helps a person do the task better or faster.
Many uses of AI today are closer to : a person still decides, checks and takes responsibility.
What is the difference between automation and augmentation?
What history suggests
New technology has changed work many times: looms, tractors, computers, spreadsheets. Some jobs shrank sharply, and that was painful for the people in them.
But new jobs also appeared, often ones nobody could have predicted. Cash machines were expected to wipe out bank tellers, yet in the United States teller jobs carried on for decades while the work shifted towards helping customers.
- Judgement: deciding what matters and taking responsibility for it.
- Working with people: care, trust, teaching, persuading and calming things down.
- Knowing your field well: so you can spot when AI is confidently wrong.
- Using AI tools well: people who use AI effectively often outpace those who don't.
A practical step: list the tasks in your own week. Mark which ones AI could draft, which it could help with, and which need you. That picture is usually more reassuring, and more useful, than any headline.
Which approach is most likely to help you as AI changes your work?
Before you drift off
- AI changes tasks first; most jobs are bundles of tasks, not one thing.
- Past technologies removed some jobs but created others, though change can still be hard for individuals.
- Judgement, people skills, deep knowledge and using AI well tend to hold their value.
Terms in this lesson
Go deeper, free and open
- Why Are There Still So Many Jobs? The History and Future of Workplace Automation · David Autor, Journal of Economic Perspectives, 2015
- AI for Everyone · Andrew Ng, DeepLearning.AI · Free to audit
- Technological unemployment · Wikipedia
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Will AI take my job? · 6 min
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