Mojo the Market Scout
sees what the work pays · A student's team
Working today
The challenge
Most people choose the next five years of their life around a number somebody mentioned once. A salary in a group chat, a figure from an article written three years ago, a course somebody's cousin said was worth it. Meanwhile the actual economics are moving fast: roles disappearing, new ones appearing without names yet, pay shifting in ways no prospectus will ever print. The information exists — it is just scattered across thousands of listings nobody has time to read. By the time you find out the number was wrong, you are three years in.
What it does about it
Now imagine having someone who reads the job market full-time so you do not have to guess at it. The Scout goes and looks — what is actually being advertised, at what pay, in what volume, right now — and brings it back with the source attached, so you can weigh a five-year decision on something real.
How it works
It reads what employers are actually advertising right now — which roles, in what volume, at what pay — and keeps the source attached to every figure. The same picture goes to every student, so nothing is softened to match what you were hoping to hear, and it refreshes on its own so the numbers stay current.
What you get
The real economics of the path you are considering, sourced and checkable — so the trade-off you make is the one that is actually in front of you. It is the same market picture a university's Forecaster and an employer's Talent Scout read from — one set of facts, three points of view, so nobody is arguing from different numbers.
The machinery
- Producesjob_market_snapshots + role_family_resilience_scores
- Can act whenapp/api/cron/ingest-se-market · score-resilience
Read from the same manifest the product runs on, so this cannot describe machinery that does not exist.