The Real Numbers
What the job market actually looks like for early-career candidates, with every number traced to its source.
Guides in The Real Numbers
Do recruiters really read cover letters?
The most-cited cover letter statistics do not trace to the studies they name. What the one real experiment found, and what AI changed.
How long does it really take to find a job after college?
The '10 weeks' job-search number everyone quotes measures something else: how long people still looking have waited so far, not how long a search takes.
How many job applications does it take to get one offer?
The '100 to 200 applications' and '250 resumes per opening' rules have no real study behind them. The measured answer is about 8 applications per offer.
Do internships turn into job offers?
Internship-to-job conversion hit a five-year high of 63.1% in 2024-25, per NACE. But that number describes a bounded, mostly-paid group.
Is the entry-level job market really as bad as everyone says?
Harder than the 2021-22 boom, softer than pre-pandemic, nowhere near 2009-10. The honest read on the entry-level job market is frozen, not empty.
Ghost jobs: how to spot them and how many listings are really fake
The honest ghost-job rate is about one in five, not one in three. Where each number comes from, and how to tell a real search from a listing going nowhere.
Does an ATS really auto-reject 75% of resumes?
The 'ATS rejects 75% of resumes' stat is a mutated 2012 sales claim. Here is what an applicant tracking system really does, and what filters you out.