Why we built Rolesauce
Everyone's told to “learn AI”. Almost no one says which parts matter for their job.
Rolesauce answers that with evidence: we read real job postings, count what employers actually ask for in each role, and turn it into a short, practical starting point. Free to browse, with the numbers, sample size and date on every stat.
What we believe
- Straight answers. If most postings in your field don't require something, we'll say so.
- Show the receipts. Every stat links to how we got it.
- Calm, not alarmist. Our job is to make AI feel learnable, not scary.
Who's behind it
Rolesauce is a small, independent team that got tired of vague “learn AI” advice. So we went to the source and read thousands of real job postings to find what employers actually ask for, role by role.
You get a straight answer on which AI skills matter in your job, which ones don't, and where to start, with the sample size and date on every number so you can check our work. Spot something wrong or have an idea? Email [email protected]. A real person reads every message.
Tell us how you use AI
How do you use AI at work?
Tell us one way you use AI in your job, or one thing that didn't work. We read every answer and only publish with permission, without your name.