Research & Evidence·The First-Role Handbook

What The First-Role Handbook stands on

The first job is the hardest application to write, because you are arguing for experience you do not yet have. This Handbook is grounded in graduate-outcomes data — government and large-sample surveys — so the picture it gives a first-time jobseeker is the real one, named source by named source.


← The evidence behind all the books
The full ledger

Every claim, traced.

The parent page names the load-bearing sources in a paragraph. This is the full list — graded honestly, with what is still settling named as such.

The graduate market, in government and large-sample numbers
The book's view of the entry-level market rests on primary outcomes data, stated precisely because the sources are official or large and named. In Australia, the Graduate Outcomes Survey (QILT, 2024) reports 74.0% of domestic undergraduates in full-time work about four months after finishing — down from 79.0% the year before — with a visible layer working below their qualification level. In the US, the NACE 2025 Student Survey (n = 13,684) found graduating seniors averaging 30 applications before landing a role and receiving fewer offers per application than the prior class. The honest premise: the market is tighter than last year, and volume alone is not winning it.
“Entry-level” isn't what it used to be
A structural finding shapes the middle of the book: postings labelled “entry-level” increasingly carry real experience requirements (Indeed Hiring Lab tightening-postings trend, 2024–2025). Because it is a trend drawn from posting data rather than a single published distribution, we state it as the direction it supports — the bar described as “entry-level” has drifted away from “no experience required” — and the book builds its experience-substitution strategy directly around that direction.
How the application is read
The first-role reader faces the same parser-and-seven-seconds reality as every applicant, so this book shares that evidence base with the Career Pivot Handbook: the 7.4-second first-pass scan (Ladders, 2018), near-universal applicant-tracking-system screening at large employers, and the ATS-vendor and recruiting-practitioner consensus (2024–2025) that a reverse-chronological resume parses more reliably and reads as more trustworthy than a skills-first layout. Stated as that directional consensus — the same correction we made across every Handbook in the June 2026 review.
The Acquisition Floor channels
Chapter 3's channel list is built from primary source pages, named so a reader can go straight to them: SEEK Grad (formerly GradConnection), Generation Australia, Volunteering Australia, VolunteerMatch, Upwork and Airtasker. One regional note we make explicitly: for US readers, Parker Dewey is the nearest equivalent to SEEK Grad, but its eligibility is restricted to students at US-based colleges, so it is not available to Australian-resident readers. We would rather name that limit than imply a channel that won't admit you.
What we don't claim
At the time of this edition, the internal rubric that would move this Handbook's price is still being settled — which does not affect you: the price at the moment of purchase is the price. More broadly, we do not claim this Handbook guarantees a first job. The market it describes is real and tight; our work is to make sure the documents you bring to it are built on something true.
The schedule

When we check again.

Scheduled roughly six months from launch. The graduate-outcomes surveys refresh annually, so those are re-pulled first; we swap in the newest release and name any change.

Found something that's moved?

Tell us, and the next edition reflects it.

If a study here has been superseded or retracted, or a claim reads stronger than its source supports, tell us: hello@thehandbookco.com. We read every correction, we reply, and where it is material the next edition reflects it — with the change named on the record.

Every claim sourced. Every number traced. The strong ground marked as strong, the moving ground marked as moving.
— Jon, Publisher