The nine signals
- The listing is old but still described as urgent.
- The same role is reposted repeatedly without visible evidence of team growth.
- The description is vague about responsibilities, reporting line, location, or hiring timeline.
- The employer's careers page does not show the role or shows materially different details.
- The recruiter cannot explain the interview process or who owns the opening.
- The qualifications are unrealistically broad for the title and compensation.
- The company announces freezes or layoffs while continuously advertising the same team openings.
- Applicants report months of silence while the listing remains active.
- There is no recent hiring evidence for the role, department, or location.
A better application rule
Spend more effort when the role is current, specific, verified on the employer's site, and supported by recent hiring activity. Spend less when the evidence is weak. That preserves your time for opportunities with a clearer path to an interview.
What the research shows
Recruiting-platform data suggests a meaningful share of job postings close without a hire. Candidate surveys also show widespread anxiety about ghost jobs and employer ghosting. Estimates differ because a posting that closes without a hire is not automatically deceptive, and private hiring intent is difficult to observe.
Check the evidence around your listing
Lumen turns these signals into a practical, sourced review.
Analyze the jobSources
See Ashby's analysis of jobs closed without a fill, the Greenhouse State of Job Hunting report, and the FTC's separate guidance on outright job scams.