Is Your Career Built Around Work AI Is Getting Better At?
Warning signs to look for, and how to move towards higher-value work
Part 12 of 17
2 min read
Some tasks are easier to automate than others. That does not mean an entire profession disappears, but it does mean young people should pay attention to where their value comes from.
A useful warning sign is work that is heavily based on repetition, predictable rules, standard templates, routine information retrieval, simple processing or producing the same kind of first draft over and over again. These tasks are easier for software to learn because the inputs and outputs are relatively clear.
If that describes part of a career you are considering, do not panic. Move upstream. Suppose your role involves preparing standard monthly reports. Learn to interpret the reports, identify unusual patterns, explain what they mean and recommend action. Move from production to interpretation.
If AI can write basic marketing copy, build skills in audience insight, brand strategy, campaign design and creative direction. If routine coding becomes easier, strengthen your understanding of architecture, product needs, cybersecurity, integration and complex problem solving. If administrative work becomes automated, learn how to improve the process rather than simply perform it.
Memorisation alone is also weak protection. Knowing facts remains useful, but being valuable only because you can remember information is harder to defend when information is instantly searchable. Understanding, application and judgement matter more.
A useful test is to describe a job as a simple flow. If it looks like 'receive predictable input, follow fixed rules, produce predictable output', AI may eventually compete strongly with that task. The goal is to add something harder to automate: context, relationships, creativity, judgement, responsibility or ownership.
Speed alone is not enough either. If AI makes everyone faster, being the fastest person at a routine task stops being a strong advantage. Ask what additional value you create. Can you spot the problem? Can you make the decision? Can you explain the result? Can you persuade people to act? Can you be trusted with the consequences?
For parents, this is another reason to look beyond the traditional reputation of a profession. A career that was considered secure ten years ago may be changing quickly. The right question is not whether the profession is 'good' or 'bad', but which parts of it are growing in value and what skills a young person will need to move towards those parts.
Remember this
Do not build your career value around repetitive tasks. Keep moving towards interpretation, judgement, relationships, strategy and ownership.
Try this
Choose one career and write down its five most repetitive tasks. Next to each, write a higher-value task that sits above it. For example, data entry becomes data interpretation; basic drafting becomes strategy; scheduling becomes coordination. That is your map for moving up the value chain.