Elevated-risk rate by job type
Share of postings rated medium or high risk. Automated screening signals, not verdicts. By company counts each employer once (by its worst posting), so a few big legitimate employers posting many jobs don't mask how many distinct companies look suspicious; by posting counts every listing.
17.5% of 1,866 companies are elevated risk (116 have a high-risk posting) — vs 9.2% of 5,627 postings. 48 of 1,861 web-checked companies are unverifiable as a real business (businessMatch = mismatch).
Low Medium High⚠ = small sample (n < 30)
By company
Each employer classified by its highest-risk posting and counted once per category it posts in. “posting” column shows the per-listing rate for contrast.
- Care88% elevated63% high60 cos· 89% of postings
- Food Service20% elevated3% high245 cos· 23% of postings
- Skilled Trades & Construction19% elevated8% high361 cos· 18% of postings
- Healthcare13% elevated3% high101 cos· 2% of postings
- IT & Infrastructure12% elevated3% high145 cos· 12% of postings
- Office, Admin & Finance11% elevated2% high530 cos· 7% of postings
- Retail & Sales10% elevated2% high220 cos· 10% of postings
- Software & Data10% elevated2% high275 cos· 6% of postings
- Other9% elevated2% high389 cos· 6% of postings
- Engineering4% elevated1% high275 cos· 2% of postings
By posting
- Care89% elevated62% high61 postings
- Food Service23% elevated2% high550 postings
- Skilled Trades & Construction18% elevated7% high518 postings
- IT & Infrastructure12% elevated4% high206 postings
- Retail & Sales10% elevated1% high346 postings
- Office, Admin & Finance7% elevated1% high988 postings
- Software & Data6% elevated1% high740 postings
- Other6% elevated1% high795 postings
- Engineering2% elevated1% high575 postings
- Healthcare2% elevated0% high848 postings