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.
20.3% of 3,946 companies are elevated risk (165 have a high-risk posting) — vs 7.6% of 17,758 postings. 54 of 3,605 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.
- Care65% elevated32% high131 cos· 65% of postings
- Food Service23% elevated2% high893 cos· 17% of postings
- Skilled Trades & Construction19% elevated5% high856 cos· 14% of postings
- Office, Admin & Finance14% elevated2% high1,089 cos· 7% of postings
- Healthcare12% elevated2% high213 cos· 1% of postings
- Other12% elevated2% high975 cos· 5% of postings
- IT & Infrastructure11% elevated3% high230 cos· 10% of postings
- Software & Data9% elevated2% high398 cos· 4% of postings
- Retail & Sales8% elevated1% high593 cos· 4% of postings
- Engineering3% elevated1% high490 cos· 1% of postings
By posting
- Care65% elevated29% high176 postings
- Food Service17% elevated1% high2,518 postings
- Skilled Trades & Construction14% elevated4% high1,711 postings
- IT & Infrastructure10% elevated4% high392 postings
- Office, Admin & Finance7% elevated1% high2,655 postings
- Other5% elevated1% high3,285 postings
- Retail & Sales4% elevated0% high1,550 postings
- Software & Data4% elevated1% high1,319 postings
- Healthcare1% elevated0% high2,880 postings
- Engineering1% elevated0% high1,272 postings