Job Risk Analyzer

What it does

A CLI and API assess an occupation's exposure to AI layoffs, future path, human accountability and resilience.

How you can use it

To try this in career coaching or workforce planning, write down a job title along with a short summary of daily duties. A developer can set up the tool on a private server or web page so users can type in those details and run a forecast.

The software asks an online AI service to estimate layoff risk, future trends, and whether humans must stay accountable. Your developer can test the design using built-in simulated answers, but real scores require an access key from TypeSafe AI. These forecasts are estimates rather than guaranteed career advice.