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 2,134 companies are elevated risk (120 have a high-risk posting) — vs 7.8% of 7,583 postings. 46 of 2,129 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.
- Care82% elevated53% high72 cos· 83% of postings
- Food Service19% elevated2% high291 cos· 18% of postings
- Skilled Trades & Construction19% elevated7% high421 cos· 16% of postings
- Healthcare13% elevated3% high119 cos· 2% of postings
- IT & Infrastructure13% elevated4% high167 cos· 12% of postings
- Office, Admin & Finance11% elevated2% high587 cos· 7% of postings
- Retail & Sales9% elevated1% high276 cos· 8% of postings
- Software & Data9% elevated2% high326 cos· 4% of postings
- Other9% elevated2% high470 cos· 5% of postings
- Engineering3% elevated1% high351 cos· 2% of postings
By posting
- Care83% elevated49% high83 postings
- Food Service18% elevated2% high759 postings
- Skilled Trades & Construction16% elevated6% high701 postings
- IT & Infrastructure12% elevated4% high246 postings
- Retail & Sales8% elevated1% high478 postings
- Office, Admin & Finance7% elevated1% high1,128 postings
- Other5% elevated1% high1,112 postings
- Software & Data4% elevated1% high995 postings
- Healthcare2% elevated0% high1,272 postings
- Engineering2% elevated0% high809 postings