“The ATS gives it a score. Then if it's high enough someone reads it. That's what I assume.”
P19 · Business management · Q8
Who taught you how hiring works?
Recruitment known at second hand.
A process you can't quite see.
A hiring process is almost entirely invisible from the applicant's side. An application goes in; weeks later something or nothing comes back, usually without explanation. Participants describe filling that space with videos, forums, workplace experience and advice from people they know.
What separates their accounts is not confidence. Uncertainty runs through the whole corpus, and participants describing the most mechanical screening processes are often the quickest to say they are guessing. What separates the accounts is what is being described, and where it came from: whether someone is reporting a fragment of a process they watched, or a complete system they were told about.
Read the supporting evidence ↗01AAccounts from inside describe a fragment
Participants who have watched employers recruit describe the people and decisions they saw. They also say which parts of the process they did not see.
"At the foundation, managers read the forms. Two of them disagreed about a candidate while I was there. One liked the community experience and the other wasn't happy with the reporting example. They went back through it. I don't know what happened before it reached them."
— P14 · Business management · Q8
Here, two managers disagree and read the application again. P14 saw that discussion, but did not see how the application reached them.
"My placement manager read CVs and gave people a practical task. I saw that part. I didn't see what HR did before him, so I can't tell you the whole process."
— P18 · Cybersecurity · Q8
"An engineer sees it eventually. I saw the managers talking about candidates on placement. I didn't see the bit before that. Some sort of check by HR, I'd imagine."
— P02 · Mechanical engineering · Q8
"HR first, then the home manager I think. I've sat next to managers reading the forms. A small home might not have the HR bit."
— P07 · Health and care management, online · Q8
One participant reports a workplace application count that a manager showed her:
"We got 350 for reception. My manager showed me."
— P11 · Business and tourism management · Q11
01BAccounts from outside describe a complete system
Participants without that exposure describe an end-to-end pipeline. Asked where the picture came from, they name media sources rather than people or workplaces.
"ATS first. It scans the keywords, then someone in HR looks. That's what I thought anyway." … "Videos. Loads of them say it. I haven't actually seen anyone recruit, so I can't tell you for sure."
— P16 · Business management · Q8
P16 believes this because so many videos repeat it. P06 gives a more technical explanation, based on a podcast and something he saw on GitHub. Neither has seen an employer use the process they describe:
"It hits an ATS, like Workday or whatever they use. It gets scored on keyword match and criteria, and ranked. For the big firms a recruiter might only look at the top of the ranked list, so loads never get human eyes at all." … "The technology, mainly. I know what it can do, I listened to a podcast once and saw a commit on github from a guy that works there."
— P06 · Computing, online · Q8
"I imagine they check the grades and university first. Then keywords. I don't know, that's what all the advice makes you think." … "Mostly forums and videos, honestly. And being rejected. You start wondering what they didn't like when they don't tell you."
— P17 · Law · Q8
When employers give no reason for a rejection, P17 turns to online advice to try to understand what went wrong.
"They probably test people first. There are too many CVs to read. Some bot must sort them out, I'd think."
— P09 · Business and computing · Q8
01COne process, many markets
The account students absorb describes a large-employer graduate scheme. Many participants are not entering one. The accounts suggest a tension between a generic screening model and the different recruitment routes participants describe. They do not establish what software any employer uses.
"I think the ward manager or recruitment team reads the form and scores it against the person spec. That's what we've been told on placement."
"It doesn't really feel like a graduate job search to me. More like finishing placement and qualifying."
— P05 · Adult nursing · Q8, Q19
"A lot of it is who knows you. The broadcaster schemes have forms and tests, but I've seen other jobs get filled before anyone even puts them online." … "Somebody knows somebody and the job's gone. If you don't know anyone yet, where do you start?"
— P12 · Film, TV and digital production · Q8
"At a small brand it could just be the founder opening your email and looking at the portfolio. That's closer to what I saw on the internship."
— P10 · Fashion marketing · Q8
"A hundred? For the big-company one. Care's different, we struggle to get people."
— P07 · Health and care management, online · Q11
A labour-shortage sector, described by someone working in it, while the surrounding discourse describes scarcity.
"The graduate schemes tell you the stages. Forms, tests, interviews, assessment centre. I've been through some of those. At work we use an agency and the manager interviews people. I don't think there's one process for all of them."
— P20 · Business management · Q8
That last account explicitly distinguishes recruitment routes and resists generalising from one to all others.
How the pieces might connect.
01 →Encounter advice
Videos, job pages, other people and workplace experience provide different kinds of knowledge. Accounts of the source matter as much as the belief itself.
02 →Picture the process
An assumed ranking system can make keywords feel decisive. A placement can make interviews and practical tasks more visible. Neither necessarily reveals the whole process.
03 →Choose what to change
What students think employers look for can shape what they change. Someone who expects keyword screening may add keywords to their CV.
Where the story
gets less tidy.
Uncertainty is not confined to one group. Participants describing automated screening frequently qualify it: "that's what I assume", "that's what I thought anyway", "I don't know, that's what all the advice makes you think". An earlier version of this analysis claimed that confidence runs inversely to exposure. The interviews do not support that and the claim was dropped. What differs is the shape of the account and the source it is traced to, not how certain anyone sounds.
Technical capability does not transfer. P06 verifies technical claims rigorously, works in IT and has experimented with the API to batch-tailor applications. His recruitment model is still sourced from a podcast. Technical fluency alone does not appear to explain this account of recruitment.
Exposure is not binary. P03 has recruited hourly staff in the shop she manages and describes that process accurately, while saying plainly that head office recruitment is "different. I haven't seen that side." Partial visibility is the normal condition, not an edge case.
Evidence & qualifications
Selected quotations. Participant codes link to the profile index; question numbers locate each extract in the transcripts.
“Videos. Loads of them say it. I haven't actually seen anyone recruit, so I can't tell you for sure.”
P16 · Business management · Q8
“Not that certain, actually. I know they use the systems. I don't know the settings. I still put the keywords in because well at least that's something I can do.”
P03 · Business and marketing, online · Q8
“At the foundation, managers read the forms. Two of them disagreed about a candidate while I was there. One liked the community experience and the other wasn't happy with the reporting example. They went back through it. I don't know what happened before it reached them.”
P14 · Business management · Q8
“My placement manager read CVs and gave people a practical task. I saw that part. I didn't see what HR did before him, so I can't tell you the whole process.”
P18 · Cybersecurity · Q8
“The graduate schemes tell you the stages. Forms, tests, interviews, assessment centre. I've been through some of those. At work we use an agency and the manager interviews people. I don't think there's one process for all of them.”
P20 · Business management · Q8
“It doesn't really feel like a graduate job search to me. More like finishing placement and qualifying. Sorry if that hasn't been much help.”
P05 · Adult nursing · Q19
“A lot of it is who knows you. The broadcaster schemes have forms and tests, but I've seen other jobs get filled before anyone even puts them online.”
P12 · Film, TV and digital production · Q8
Quotations retain transcript wording; omissions within sentences are marked. Methods and source notes ↗