Ryzio journal

Resume and job-search guides, written from the sources

Every claim traced back to the research or vendor documentation it came from.

A dot chart with one dot per employer showing how many days the middle live job advert had been up on 9 October 2026. Thirty of the 32 dots sit past the one-month line, ranging from 25 to 140 days.
Latest guideJob search · 9 minute read

How long does it take to hear back after applying for a job?

We looked for an independent measurement of how long applicants wait for a first reply, from a government, a university or a peer-reviewed study, and did not find one. What can be documented is the shape of the wait: how the US federal process is timed on paper, and how long job adverts stay live at 32 technology employers we check every day. Both point the same way. Weeks of silence is the normal state of an application, not a verdict on it.

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Six follow-up situations listed beside the single question each email asks, from asking for a timeline after two weeks to sharing what is new after an unanswered first note.
Job search

Job application follow-up email templates, one for each situation

Following up after silence, chasing a passed deadline, flagging a competing offer and withdrawing are different messages with different readers. We read the samples university careers offices publish, then the vendor and employer documentation behind the moments candidates actually write in. The result is six short emails, each matched to a situation, each with the condition under which you should not send it.

October 3, 2026 · 8 min read
The four candidate grades Workday publishes for HiredScore, each shown with the qualification threshold the vendor states for it.
ATS

How AI resume screening actually changed in 2026

The popular account of 2026 is that screening software stopped counting keywords and started understanding writing, so honest, well-written resumes now win on their merits. Something real did change this year, and the vendors documented it. It is not that. Reading what they published, rather than what is said about them, changes what you should do with the page.

September 14, 2026 · 10 min read
Five questions used to decide whether a project belongs on a resume, each marked as passed or failed for one worked example.
Resume strategy

Projects on a resume: what counts as evidence, and where to put it

Most advice on this topic answers the formatting question and skips the one that decides the outcome. A project is not experience because you did it. It becomes evidence when a stranger could verify your part in it, and the way you place it on the page should follow from how much of it is verifiable.

September 13, 2026 · 9 min read
Two groups of Greenhouse statuses. Three set automatically by Greenhouse and not editable, above six the employer chooses, orders and writes the descriptions for.
Job search

Greenhouse just standardised its application statuses. The meanings are still yours to guess.

Greenhouse published a standard set of candidate-facing stage names in August 2026, which sounds like the end of guessing what a status means. It is not, and the reason is in their own documentation. Employers cannot change the names, but they write the descriptions, they choose which stages appear, and they set it per department. One status in the list is genuinely unambiguous. The rest are not, and it is worth knowing which is which.

September 1, 2026 · 9 min read
Five signals people are told to check for a fake job posting, each marked as not proving the role is real, including being invited to interview.
Job search

Ghost jobs: you cannot spot one from the posting, and an interview is not proof

Ghost jobs are real enough that two state legislatures have written bills about them and a law review has published on them. Almost nobody writing advice about them mentions the finding that breaks every detection checklist. In one survey, most employers who contacted applicants about a job that did not exist went on to interview them as well. If an interview is not proof the job is real, no signal you can read off the posting is either.

September 1, 2026 · 9 min read
Two waiting windows drawn on a 21 day scale. Indeed's runs from day seven to day 14. A university careers office's starts at day seven and fades out with no upper bound.
Job search

How to follow up on a job application when the advice disagrees

We read the advice that ranks for this question. The timing windows overlap but do not agree, and none of them cites a study, a survey, or a recruiter policy. That does not make the advice useless. It makes it a widely repeated habit rather than a finding, and it deserves to be called that. What can be sourced is smaller and more useful: who can actually answer you, when a follow-up is unwelcome, and what a message needs so the reader can act on it.

August 30, 2026 · 8 min read
Two stacked panels. The parsing layer lists four documented format rules with ticks. The ranking layer below it is an empty dashed box reading not published.
ATS

The best resume format for AI screening, once you know what the machine is

Search for resume advice about AI screening and you get confident formatting rules with nothing underneath them. The reason it all sounds the same is that it treats two different systems as one. There is a parser that turns your file into data, and vendors do document what breaks it. Then there is a ranking layer that scores the result, about which almost nothing is published. Format for the first, write for the second, and ignore anyone who claims format tricks sway a model nobody outside the vendor has seen.

August 30, 2026 · 8 min read
A list of candidate-facing application statuses with two columns of markers beside them, most filled in the first column and only two filled in the second
Job search

What “application under review” actually means, according to the people who wrote it

Most pages explaining this status say a human is looking at your application. We checked the organisations that publish the labels instead. The expanded source table below contains 29 exact candidate-facing definitions from six organisations, alongside the narrower Greenhouse and university evidence that started this investigation.

August 28, 2026 · 12 min read
A spreadsheet fragment in which seven columns are filled in blue and labelled Company, Role, Job posting, Date applied, Status, Next action and Date, while the columns between them sit empty
Job search

The job application tracker spreadsheet: seven columns that earn their place

Search for a job application tracker and you will be handed a template asking for more fields than you will ever fill. You complete four of them for the first three applications, then stop opening the file. That is not a discipline problem. Most of those columns do not change anything you do next, so there is no reason to go back.

August 26, 2026 · 9 min read
Illustration of a resume document beside a checklist panel, one item marked in blue
ATS

What is an ATS-friendly resume? What six vendors actually document

Every guide to ATS-friendly resumes gives you the same formatting rules. None of them says where the rules came from. So we went and read the documentation for six applicant tracking systems and wrote down all 32 things they actually say about handling a resume file. The familiar rules are not in there. Some things nobody mentions are.

August 24, 2026 · 11 min read
Illustration of a long list of grey items beside a single job posting card with one item marked in blue
ATS

Resume keywords: why the big lists cannot work, and what to do instead

Search for resume keywords and you get lists, each one longer than the last, sorted by industry and promising to be comprehensive. Not one of them was written for the job you are applying to, because not one of them could have been. They were all published before that job existed. The words you actually need went up the day the employer posted the role, and they are sitting in the posting.

August 24, 2026 · 10 min read
Illustration of an application status card showing a single highlighted status badge above a five step progress row in which only one step is active
Job search

What Workday application statuses actually mean (and what they hide)

The status in your Workday portal is a summary of a process you cannot see, and every employer configures it differently. Two large universities running the same software use the same two words to describe opposite ends of their hiring funnel. Knowing that changes what a status change is worth.

August 22, 2026 · 11 min read
Illustration of an application form with a consent checkbox beside a branching path, one route marked with a blue indicator
Job search

Should you opt out of AI resume screening? What the law actually gives you

Most advice about opting out of AI resume screening assumes you have a choice. In almost every US jurisdiction you do not. The laws that exist mostly guarantee that you are told, not that you can refuse, and the one place with a genuine consent right is narrower than anyone expects.

August 22, 2026 · 10 min read
Illustration of a resume whose top section is highlighted in blue while the rest of the page stays grey, linked by a dashed line to an eye icon
Resume strategy

What recruiters notice first on a resume (and what eye-tracking heatmaps do not prove)

Recruiters often scan before they read closely, but the famous heatmap is not a universal map of every hiring decision. The defensible lesson is simpler: make your role, relevance, scope, and strongest truthful evidence easy to find.

August 7, 2026 · 9 min read
Resume page with bullet points being edited without relying on percentage metrics
Resume writing

How to write resume bullet points without inventing metrics

You do not need a percentage in every resume bullet. When a result was never measured, use facts you can defend: what you changed, the scale of the work, who used it, and what happened next.

July 20, 2026 · 8 min read