I've always been fascinated by how large language models "think" about our work. So, I decided to run a little experiment. I gave a GPT model (gpt-4o-mini) a pretty unique task: to go through a big list of job postings and score each one from 0 to 100. But instead of the usual stuff like salary or experience, I gave it three abstract criteria to judge by: autonomy, innovation, and technical challenge. I got to see tons of interesting roles across industries that I had fun reading about. Examples:Senior Nuclear Scientist – Xcimer Energy (Score: 85)
Networking Architect – Optics – OpenAI (Score: 90):
HN: Is this something that could be useful to build on as a job search feature?
https://jobswithgpt.com/blog/ai-rated-job-landscape-2025/