Before I started building QriosX, I spent nearly 13 years at Google. In that time, I interviewed over 400 candidates as a sales leader. Not a talent acquisition professional — a hiring manager looking for someone to join my commercial team.
I want to be clear about what that means: 400 is not a large number compared to a full-time recruiter. But it gave me a clear view of something that most job search advice misses entirely. The conversation about Applicant Tracking Systems has become so loud and so full of fear that candidates are optimising for the wrong thing.
ATS is not the final boss. It never was. And the rules it plays by are not fixed. They evolve constantly.
What ATS Actually Is — And What It Is Not
An Applicant Tracking System is software that helps companies manage hiring volume. At its core, it is a database. It stores applications, parses resume content into structured fields, and helps recruiting teams search, filter, and prioritise candidates.
In 2025, Jobscan reverse-engineered the career pages of every Fortune 500 company and found that 97.8% — 489 out of 500 — use a detectable ATS. Workday alone accounts for 39% of Fortune 500 deployments.
Source: Jobscan Fortune 500 ATS Report, 2025. Methodology: direct reverse-engineering of all 500 company career pages. jobscan.co
So yes — if you are applying to any sizeable company, your application is going through one of these systems. That is not a reason for panic. It is a reason to understand the system.
Here is the part that gets less attention: ATS is not a static rulebook. The platforms update. Configuration varies by company. The role of AI in screening is shifting month by month. What worked to "beat the ATS" two years ago may not work the same way today. And whatever works today will not be the complete picture in another two years.
The Constant Underneath the Change
In my time at Google, I saw how hiring decisions actually got made at the human level. Yes, there was a system. Yes, there were structured criteria. But the candidates who made it through consistently shared one quality that no ATS configuration could manufacture for them.
They had done the work of contextualising their experience to the role.
Not just listing what they had done. Connecting it. Making it visible why their specific background was relevant to this specific job at this specific company. That required self-awareness, preparation, and continuous learning about what the market actually needed from someone in that role.
That is the one variable that remains entirely within your control — regardless of how the technology evolves.
What the Data Shows About Tailoring
Jobscan's analysis of over 2.5 million job applications found one factor that separated shortlisted candidates from everyone else more than any other: job title matching. Candidates whose resume job title matched the target role had an interview rate 10.6 times higher than those who did not.
Source: Jobscan State of the Job Search, 2025. Dataset: 2.5 million applications. jobscan.co/state-of-the-job-search
That is not a formatting tip. It is a positioning insight. The question it raises is not "how do I optimise my resume for ATS?" The question is: does my application make it immediately clear that I have done this kind of work before?
The Hidden Workers Problem
A 2021 study by Harvard Business School and Accenture surveyed 2,250 executives across the US, UK, and Germany on how their hiring systems were working. The finding was uncomfortable: 88% of employers believed their ATS was screening out qualified, high-skilled candidates — not because those candidates lacked the ability to do the job, but because their applications did not match the exact language the system was configured to look for.
Source: Fuller, J. et al. Hidden Workers: Untapped Talent. Harvard Business School / Accenture, September 2021. hbs.edu/managing-the-future-of-work
Read that again. Nearly nine in ten companies believed their own system was rejecting people who could do the job.
The problem was not the candidates' capability. It was their contextualisation. Their experience was real. The way it was expressed did not connect to what the system — or the human behind it — was looking for.
What You Control
Here is the frame I come back to every time I think about job searching: the technology will keep changing. Company hiring processes will keep evolving. The ATS you apply through today will be configured differently in six months. The AI layer on top of it will be smarter, or different, or replaced.
You cannot control any of that. What you can control is the quality and clarity of how you represent yourself.
That means two things, and they are both ongoing practices rather than one-time tasks.
First, continuous learning about what the market actually needs from someone in the roles you want. Not just reading job descriptions — developing genuine understanding of the function, the challenges, and the language of the field you are targeting. Second, continuous improvement of how you articulate your past experience so that its relevance is visible, specific, and connected to what you are applying for.
ATS is one filter in a process that ends with a human decision. Build for the human. Respect the system. But never let fear of the technology replace the deeper work of showing up as the clearest, most credible version of yourself for the role.
That is what QriosX was built to support.
