I spent weeks researching which jobs AI is actually eliminating — not the hype, the real data.
Here's what I found, and a free framework to score your career risk in 10 minutes 🧵
Workers with AI fluency earn 56% more than peers in the same role who don’t.
That gap is only going to grow.
The question isn’t whether to learn AI. It’s how fast.
I spent weeks researching which jobs AI is actually eliminating — not the hype, the real data.
Here's what I found, and a free framework to score your career risk in 10 minutes 🧵
The SCAR Score — rate your job 1–5 on four things:
Social — human trust & relationships? Creative — original judgment AI can't replicate? Adaptive — unpredictable, novel situations daily? Rare — years of hard-to-replicate expertise?
Add it up:
17–20 → Very resilient ✅ 13–16 → Mostly safe 🟡 9–12 → At risk ⚠️ 4–8 → Start moving now 🔴
Reply with your score — I'll tell you what to do next.