About JobShrink

JobShrink is a second-opinion tool for job postings. It compares a posting against public wage data, looks for scope creep, and produces either a dry comparative review or a clearly-disclaimed sarcastic report.

Methodology

The intended production pipeline maps the role to O*NET/SOC, retrieves wage percentiles from CareerOneStop, uses Adzuna as a live-listings signal, computes the verdict in code, then asks the model to write the report.

Legal TL;DR

This is entertainment and informational commentary, not advice or a factual finding. Sarcastic Mode is satire. Read the full Terms of Use and Privacy Policy.

Operational Note

JobShrink is not affiliated with any employer mentioned in any job posting analyzed. Submitting a posting does not transmit any personal information about you to the employer. We do not store your job postings beyond a short-lived cache used to power share links. We do not sell, share, or train on any submitted content.