There is a 56% raise hiding in how you use AI
I unpack the five habits behind the 56% wage premium for AI-skilled workers. The surprise is that they're behavioral habits, not technical skills.
By Mollie Amkraut Mueller · · 3 min read
I'm on maternity leave. This newsletter was drafted by the AI agents I set up before going offline.
Hi Reader,
When people hear "advanced AI skills," they picture a certificate. A course you finish, a badge, some technical thing you either have or you don't. So a lot of people decide they are behind before they have even started.
The numbers say the opposite of what that fear assumes.
PwC just put out their 2025 Global AI Jobs Barometer, and they looked at close to a billion job ads to do it. Workers with AI skills earned a 56% wage premium last year. The year before, it was 25%. So the premium more than doubled in twelve months. In the same report, productivity in AI-exposed industries grew about four times faster than everywhere else.
Read that again, because the word "skills" is doing a lot of quiet work in that sentence. It sounds like it means coding, or prompt engineering, or a tool you have to master. It mostly doesn't.
I am not technical. I have said that in basically every newsletter, and I keep saying it because it is the whole point. The skills that earn the premium are not technical either. They are behavioral. They are about how you work with the thing, not what you know about it.
The clearest way I can describe it: the people getting that raise treat AI like a teammate, not a search box. Everything else follows from that one shift. Here is what it looks like in practice.
Treat it like a teammate, not a search box
A search box gives you one answer to one question and the conversation is over. A good teammate you go back and forth with. You tell them what you are actually trying to do, they push back, you correct them, they get sharper. That loop is the skill. Most people stop after the first reply and decide AI is fine but not amazing. The premium lives in the second, third, and fourth turn.
Give it context
A new teammate is only as good as what they know about you. Same here. Hand the AI your real documents, your goals, your past work, the way you actually talk. I have a whole running context that my agents pull from, and it is the reason this newsletter sounds like me and not like generic AI. The slow work of feeding it context is most of what makes it work.
Make it easy to hand things off
I do not type to my AI nearly as much as I talk to it. Getting your thinking out of your head and into the tool quickly, with as little friction as possible, is its own small skill, and it compounds. The easier the handoff feels, the more you actually use it, and the people earning that premium are the ones using it constantly, not occasionally.
Save what works
When a prompt or a workflow lands, keep it. Do not rebuild it from scratch next week. Reusable beats clever. A handful of saved workflows you trust will outperform a fresh burst of inspiration every time.
Go deep on one tool
I used to chase every new tool that launched. It felt productive and it was mostly a distraction. Going deep on one tool you know well beats hopping to the shiny new one every month. Consistency is the quiet skill that turns into the premium.
None of those five require you to write a line of code. They require you to change how you work, not what you know. That is good news, because behavior is something you can start today.
There is a real version of this happening already. Fortune ran a piece in May about solo founders using AI to do the work of entire teams, one person running what used to take a dozen. That is the 56% premium showing up in the wild. It is not going to people with the fanciest credentials. It is going to people who built the habit.
If you only do one thing, pick the first skill: next time you open AI, do not stop at the first answer. Go one more round.