The truth about the ATS (redux)

Greg Wyatt • July 9, 2024

I find myself in a busy patch at work, which has taken time away from writing these articles.

As I have around 5x as many subscribers as when this was written, I hope you don’t mind me resharing this article on the ATS.

As you may be aware Applicant Tracking Systems get bad press, particularly from career coaches and CV writers who sell to hope. So this attempts to lend a more objective view.

I should point out things are changing, and AI will make things like automated applicant sifting more viable - but that is only starting to happen now, and will be more effective than what has been alluded to.

And the point of this article still holds - write effectively for a human reader, and you will be ATS compliant implicitly. This article may help.

‘Enjoy’:


Aah, the much-maligned ATS, the systematic terminator of applications.

The impenetrable barrier to your much-deserved job, which only a select few know how to navigate.

Or is it?

Today’s article gives a run-down on how ATSs work, how recruiters and hiring processes use them, and how that may inform your approach to your applications.

This is a long one, and still doesn’t get into the detail - if you have any questions do comment online or by email.

There’s no question how frustrating they can be to apply through, but are they a barrier to entry or simply an administrative requirement?


If you’ve ever used any ERP or corporate software, you’ll see they all have much the same purpose, built from the same foundations for users with equivalent skill sets.

And as a job seeker, I’m sure you have many common experiences of ATS, with the many applications you have made.

They all have common features, built to varying levels of quality and ease of use.


When ATSs first came out they replaced filing cabinets the same way email replaced letters. And as they’ve developed over time they’ve taken on more features, in service of the employer and hiring process.

Today some of the most useful features of ATSs are those of a CRM (Customer Relationship Management) for automated comms and workflows.

Indeed they are probably better described as a Vacancy Management System which applications go through, rather than the other way around.

They ease the administration of internal recruitment functions.

They can be integrated into job boards to make it easier to administrate both adverts and applications, with features that make it easier to communicate, coordinate and arrange.

The common factor is administration, speed and efficiency.


Speak to many Talent Acquisition people about an ATS, and they’ll often say it's an electronic filing cabinet.

The article is also symptomatic of how many CV coaches talk about the ATS, in that it makes it a thing of intent, and as such you should take it with a pinch of salt.

I find it strange that ATSs are given a persona - they're just bits of software that are supposed to help employers.

ATSs have no intent, they facilitate the intent of their Employer-users from how they are configured. Not every feature an ATS offers is implemented or even adopted.

Do you use all the features of MS Office, even if they might make your life easier?

What about when Word goes mad formatting your CV (resumes too of course) - automation that works against you.


You’ll see from the article that an ATS can parse documentation, which means to strip the data from an application and standardise it for use in the process.

Parse is a word you may recognise from Bard/Gemini/ChatGPT, whereby AI parses information based on your intent. Have you ever noticed the results are often quite wonky?

In the same way, recruiters can use parsing and other automation to rank and file applications - but we know the results are often patchy and can work against our goal.

When automation consistently works against us, why would we use it?

Many of the automation features on offer simply aren’t great, especially in older platforms.


Of course, it’s true that automation is often used poorly. Another example of bad you’ll likely recognise - is when someone sends you a Toilet Cleaner job and you’re only interested in Solutions Architecture.

Nonetheless, it’s a human choice to use this kind of automation, not a baked-in requirement.


Yes, it is possible for an ATS to score your application so low you don’t get a look in, if it’s configured that way, but unless volume is impossible to manage, that’s not a feature that is necessarily helpful for us.

It’s more likely however that we’ll run keyword searches through such a high level of applications, to form our long list of people to contact.

It would be reasonable to expect a recruiter to at least look at every CV if say there were only 100 applications.

How about 400? 2,000? More?

At scale, many employers move from recruitment by selection to recruitment by elimination. Something automation can help with, if a human decides.


An ATS is there to help recruiters administer applications at scale, and it is only as good as how it is configured and used.

While often it’s worse than that because it is designed for the employer and not the applicant.

[Actually, that’s the whole problem with recruitment right there. Candidates should be the priority throughout recruitment, in service of the recruitment process.

I call this outside in recruitment, compared to the transactional nature of inside out (company first).]

And because ATSs work for the employer, the experience of applicants is often not a consideration. ‘You do the work, and then maybe we’ll consider you.’

It's institutional arrogance.


Workday often gets bad stick. It’s terrible for job seekers.

I saw an advocate for HR systemic best practice say that people just don’t understand its benefits, as a component of a wider system.

He said that the requirement for multiple Workday accounts is down to data privacy and siloed data that doesn’t cross employers.

These may be true points, but they don’t reflect the experience of people those companies may wish to employ.

Were candidates the priority, there are simple solutions - we use Facebook to log into many websites. Why couldn’t you have a centralised Workday account that can be used for multiple employers?

It just isn’t a priority for many hiring processes, who have the money.

Nonetheless, while their design may cause no end of frustration for applicants, their purpose isn’t to eliminate you from the process.


1/ What about automated instant rejections?

2/ What about duplicated data entry?

3/ What about tailored compliant CVs?

4/ What about keyword matching?

5/ Rejected on Sunday at 3am!

(Answers in the next section)

Common complaints and advice around the ATS.

I’d suggest that these are misleading notions because they make an ATS a barrier to pass and not the tool it is.

It’s better to write CVs for the end user, in a way that shows how you meet the requirements of the process; because all of these questions relate to human decisions.


1/ In a volume process, it’s not uncommon to reject every application after the first hundred, when good candidates are already in view.

Alternatively, you may fail a killer question, such as “Do you have a work permit” or “Do you have a degree in HR” or “Do you have 5 years experience in this software that has existed for 3 years”. These are all questions set by the hiring process.

Other reasons too - mainly human-driven.

2/ On an ATS, parsing is often weak and redistributes content in a gobbledygook way. Data entry allows more consistent processing of data.

3/ Tailored compliant CVs are straightforward - don’t use images, columns or tables. Plain text, and simple formatting. Show how you meet the criteria.

4/ What about keyword matching? Any vacancy has keywords associated with it. An application should show how you truthfully meet their essential criteria, using their terminology. While also showing your strengths in the skills, tech and achievements you have.

5/ Likely configured to close the vacancy at a set time and send out auto-rejections.

Most recruiters know that people don’t know how to write effective CVs.

Why should you?

So we will find other ways to determine your candidacy.

For example, you may use “HR Manager” in your CV as the perfect candidate for a “Head of People”, so we will include your terminology in our searches.

For every skill, there are synonyms and applicable skills.

Sourcing is a detailed specialism, because candidate data is hard to unravel.

Of course, many recruiters assume the CV is the candidate, so your challenge is to help everyone see you as a candidate of choice.

What key words could we be searching on and assessing CVs against?


Instead of worrying about beating the ATS, consider how you can help hiring processes see you as a good candidate.

The same principles that increase ATS performance also work for humans, and it’s humans who you want to decide on you. Not just at the initial stage, but at the decision stage too.

Keyword cramming and other tactics designed to boost ATS performance have a resemblance to cheating. These can work against you, with good reason, if integrity is a principle.


Help human readers make a positive decision with a good enough CV and appropriate action that supports your application.

Something I’ll write about another time.


I should point out, that this isn’t a defence of the ATS.

Many are crummy and leave a sour taste.

It’s just that if you are arbitrarily eliminated from a hiring process, it will most of the time stem from a human decision.

Which in my book makes it worse.

Indeed automation should be a force for good.

For example, there is no reason, other than a lack of intent, for employers not to respond to every application when it is a basic feature of an ATS.


I should also point out that things are going to change.

AI has the potential to bring a significant step change in recruitment automation, and that will be another conversation entirely.

Automated interview arrangements, chatbot style pre-application conversations, contract management and so on - all of which should improve candidate experience.


In the meanwhile, next time someone advises you it’s the ATS that’s holding you back, ask

“Where is the money?”

Yes ATSs can be shoddily designed. Yes they can poorly used. And yes the system is stacked against the majority of job seekers.

But it's people who are accountable, not a bit of software.

Thanks for reading,

Greg

By Greg Wyatt • November 5, 2026
It's interesting revisiting this article from 3 years ago, especially now AI products are more embedded in market. If anything my view on AI is more polarised, bringing many new opportunites, brand new problems, as well as the existential angst many are talking about. For me, codifying my experience with AI tools means I can help more people, while freeing up my time to do more human work. It's certainly helped with job seeker support, and increasingly so in my recruitment work. Mainly it's giving me more time to talk to people, and when homogenous AI applications at scale are one new problem, as well as the increasing threat of deep fake interviews, in person conversations might be a necessary exnovation (just googled that - what a great word that I will now abuse at scale). While the article below has dated somewhat, I think the threat it assesses has never been more pertinent. I've said for some time that AI might be the death of knowledge and judgement, even so far as 'meaning', something that this recent research also indicates . Importantly the research doesn't say the recommendations were wrong, just how they were followed. Read that article and think about how AI recommendations on applications relate. I've certainly found them more problematic, so far, than the old school ATS style ranking and filtering - because of the false confidence they convey, especially when dealing with non-traditional applications. Things may improve, or so is promised. And while words might be the first facility of LLM, they are still the core facility, given all it does is determine the most probable answer in its outputs (I know I'm being reductive, some of the developments from AI are amazing). Whereas words should be the consequence of thoughts, lead to the development of thought, and distil ideas in a way you can act on. Much like job adverts should be the consequence of effective job analysis, rather than a polished word that lacks meaning. The greatest risk for me in recruitment isn't so much the answers AI offers, but that we become so reliant we forget to ask better questions. I've edited down the previous article, but if you're curious, you can see it here . September 2023 I’d commented about my hearing on a social media post on deafness. ‘Have you looked into these hearing aids - they’re designed to overcome head shadow’, came the impromptu reply from a hearing aid specialist. Head shadow? Not a phrase I’d heard before, despite having no hearing on one side, which effectively creates a sound-free shadow to my right. See, when I had mumps at 18 months it killed the vestibulocochlear nerve in my right ear and damaged the one on the left. But it was my balance that showed the nursery assistants that something was wrong - I kept falling over for no reason. I expect they thought my slow response was normal naughty-boyness. Balance, intermittently poor audio processing, energy required to maintain attention in noisy environments and that bloody tinnitus - all these issues are far more annoying than not being able to hear in one ear. That and not being able to tell where sounds come from. “Over here, Greg!” is the most useless call on a football pitch. And the head shadow thing? Well, it’s never been an issue - I just turn my head when in conversation. It might look like I’m turning to kiss you, but it’s just a conversation I want honest. Sure I miss out on certain audio cues, but it’s rarely an issue. Anyway, curious as I am I looked into the £4,000 hearing aid that solves head shadow by placing a microphone on the deaf ear and projecting it into the the good ear. Quite the brute force tech solution and one I’m sure some benefit from. But the key issue is one of reverb. While the product is good, it would impact the quality of sound in my good ear, which seems a pointless trade-off for me, when my process of life is more effective than shiny tech. It’s ironic that I consider myself highly excitable when it comes to technology developments, yet I’m never an early adopter. Because I always ask myself, other than giddiness, what problems does this solve and how will it enhance my life. And so it is for AI in recruitment, and the shininess of tech in general. They are positioned as solving problems, and indeed they do, but in many cases, it’s the wrong problem that detracts us from the real opportunities for better processes. Simpler administration, speed and scale are clear benefits. And some of these AI-branded automations are excellent. The Star Trek-style auto-translator makes me giddy. As does the sales bot conversation-as-a-human sales video that’s doing the rounds. But AI for writing? What problem does that solve? For me, it depends on what you consider sales to be. Is sales pitching a generic message and hoping someone will bite? Or is sales laying out the facts so that the right person can reach an objective decision? A decision which might mean getting in touch, or changing their view on what needs recruiting. For the former AI writing seems to solve a problem. The words are certainly better, but the message is even worse. Yes: prompting. But if you can prompt the right message, why aren’t you just writing it, so that you embed that knowledge for use across other mediums - conversations, meetings and so on? While AI writing does not meet the requirements for the second type of sales. You can only do this by establishing the right facts from a briefing, consultation or interview. Then interpret this with meaning to the right people so that it creates the right impact. Sales as data visualisation, if you will. And if AI doesn’t work for sales in this way, why would it work for content or marketing? I think the answer depends on whether you value contextual insight or not. Until AI is better at asking questions that create meaningful conversation, it’s a non-starter for me. I say until because this hesitation will be moot in the next year or so. Because it isn’t what AI is now that’s the opportunity - it’s what’s coming soon. I can’t wait to see what’s next. Until then, AI, for writing, is a question of in one ear and out of the other. Which, if you’re deaf in the one, is quite the problem. Go learn copywriting instead, and listen to how it transforms your approach to recruitment. Then layer tech on top, when it’s ready. Thanks for reading. Regards, Greg p.s. If you like good recruitment and you need help with it in the UK, drop me a line. DM on LinkedIn, email greg.wyatt@bwrecruitment.co.uk , whichever you prefer.
By Greg Wyatt • November 4, 2026
If you ever thought 'outcome-led' was a pretentious headline for a recruiter, it's also how you should think about your job search. Welcome to the 50th edition of Jobseeker Basics. As well as sharing advice that - hopefully - helps you navigate our mercurial jobs market more easily, there's always been a separate utility to these newsletters. I use them to update chapters in A Career Breakdown Kit , so that I can ensure it is always as current as possible. People who've bought the Kindle edition will get an automatic update when the 2027 edition is released in January/February. Paperback owners are invited to contact me for a free digital update. For this newsletter, I've tightened some of the language around accepting job offers - pretty boring update, but maybe necessary for fringe cases. I often talk about outcome-led recruitment. While it might sound pretentious there's a simple reason, which underpins everything I do. Begin with the ending, work back and find the right path. In recruitment this means flashing forward 12 months. What did a successful hire look like? What problems did they solve? What separated excellent from good from adequate from inadequate? What were the outcomes you needed for it to have been a successful hire? Nail these points down and you work backwards. What good actually looks like in viable candidate profiles. What needs to be communicated to them to encourage them to take a step forwards. How we find them - whether in a headhunt, an advert, networking or other. I also talk a lot about why a job search should be the inverse of how that vacancy might be filled. And so it is that the outcome you want in your job search should inform your strategy to find that job. Ironically, On Job Offers is Chapter 31 in A Career Breakdown Kit, slap bang in the middle of the book on page 162. With good reason, given you may find yourself needing to look for work again in future, sometimes by choice and sometimes by the other. All the more reason to have a strategy you can replicate and improve on, time and time again: 31 - On job offers At some point you’re going to get a job offer. It’s helpful to be clear on what this should look like at the start of your job search. Because, if you don’t know your destination, how can you be sure which path to take? Here are the main points to consider. Identity At the start of any job search, remind yourself of your career identity. This may be at the point of an unexpected redundancy, when you’ve decided your current job is no longer right, or if a recruiter contacts you out of the blue with a compelling proposition. Try this once a year, even when gainfully employed, because it’s easy for the path of employment to diverge from where you want your career to go. What is your current context, personally, with family, in life? What do you need and how does work reflect this? What are your core values? The ones that underpin who you are and who you want to see in the mirror. How does work reflect this? What are the things you enjoy, are neutral about, or dislike in your career? What does this look like in your current job? How has your employer changed in the past year? How has the world changed? How does this reflect you as a person? Who do you want to be as a person, family member, friend and peer? What impact do you want to make? How much do you need to earn and by when? These answers aren’t fixed and can change quickly with a change in circumstance, as you change over time, or for reasons out of your control. Clarify what you want and what you need, and therefore what this looks like in your next job. This identity informs your job search strategy, part of which is the roles you go for, part of which is the approach you take, and part of which is what an acceptable job offer is. Total compensation & opportunity cost It's common to see salary as the most important factor in a job offer negotiation. It's better to look at negotiating total compensation and opportunity cost. Total compensation is the overall financial value of a role. It includes: Salary Pension contribution Bonus Commission Car allowance RSUs Some benefits are salary sacrificed or tax efficient - their value goes beyond what they appear on paper. A great pension scheme will save you 20% or 40% on tax payments in the UK across the salary invested. It might even, at a higher salary level, improve access to child benefits. On the other hand, opportunity cost is the consequence of taking an offer, compared to what you might have if you stayed. For example: Moving to a three-day hybrid, compared to full remote. What's the cost of mileage or time commuting? What's the cost of heating your home when fully remote? Or - a role that offers more money now, with no progression in future. Compared to a role that pays less now, and will leapfrog in future, while giving you skills that support career growth. Are these contractual and likely to happen, or are they empty promises? Look for evidence such as a track record with other employees. It's entirely possible to accept an offer with a higher salary and find yourself worse off with take home pay. Establish all the financial implications of an offer. Impact Impact goes both ways. The impact you can have in your new role, and the impact your new role will have on you. A high paying job that takes you away from a young family might be a solution or a problem. A brilliant job that’s an unsustainable commute won’t work long term. Does that matter to you? A well paid job that gives you a good balance at home yet will only be a cog in a machine - a dream for some, unfulfilling for others. Impact also includes trajectory. Are you someone who wants to do the same job over time, in a structured way? Someone who wants regular advancement and career development? Both, and others are fine. Make sure you know what you are getting yourself into. Culture & People It’s at least partly true that people leave bosses, not jobs. While decent people can become bad bosses for various reasons, some of which relate to the environment they manage within. The problem is that people are on their best behaviour in interview processes, while culture as it’s pitched doesn’t always reflect the culture experienced. The interview process should be there for you to gather facts as much as possible. Do your research to get a sense of a company’s values, principles, how it treats its people, and all those other elements that will affect a career with them. This is research to be done at interview stage or before. Ikigai (with a little i) A wonderful Japanese concept. In its original form it means ‘what you get out of bed for’ or ‘those small moments we take pleasure in.’ Rather than the westernised Venn Purpose Diagram many are familiar with as Ikigai (with a big I). If you ask people in Japan what they think of Ikigai they may well say something along the lines of ‘huuunnhh?’ ikigai is a helpful principle when considering a job offer. It’s those qualities unique to you (often defined by your career identity) that you take pleasure in, while others around you may not get it. Sometimes this is gut instinct. Important to listen to, important to challenge. It’s at least part of your decision in a job offer. Even if everything else might be just alright, ikigai in your offered job might be good reason to take it. Or it might be the company’s purpose and what they are doing to improve the world. ikigai is unique to you and it makes everything better if you can find it. Those are the key points to look at if given a job offer. There’s no right or wrong, only right for you and the people you support. Negotiating salary There are a lot of moving parts in any salary negotiation, both at your end and with the employer. There are two main elements. The first is your place in the market - do what you can to find the range of fair pay available to you right now. The second is compensation philosophy - how do companies reach an offer? Both come down to asking questions and research. Assume nothing. I would err on the side of boldness in a salary negotiation. At final interview stage, I’d ask for the top end, based on what I’ve learnt - if they see me as the best candidate, why wouldn’t I? If they offer a little lower than I expect, I’d be positive about it and ask what else they can do to improve their offer. It’s unlikely you’ll lose out on an offer by being clear and respectful. If you want to drill deep into negotiations, I recommend reading Never Split the Difference by Chris Voss. His advice on deep listening, calibrated questions and price anchors are directly relevant to salary negotiation. Negotiating is highly contextual, so you should be careful if following opinion-led advice on what works for that individual. After the offer As with a salary negotiation, the post offer process and run up to employment is different from employer to employer. You can indicate that you're happy to proceed and ask the employer to issue the formal paperwork. Be aware that accepting an offer, even verbally, can create a legally binding contract. If you're not ready to commit, make that clear and reserve your formal acceptance until you've reviewed the written terms. In practice, the legal risk of withdrawing before starting is generally low. Most employers will have little commercial interest in pursuing someone who no longer wishes to join, particularly where they have suffered no demonstrable loss. However, contractual obligations and reputational consequences are worth considering. Treat the Offer Letter as a formal proof of your new employer’s offer of employment. If something isn’t right with the Letter, ask the employer for clarification. Once you've accepted the offer, signed and returned the letter, and any conditions have been satisfied, you can resign and agree a start date with your new employer. Aim to understand their onboarding process. Is there anything helpful you can do before your start date? Make sure you know when, where and any arrival instructions for your first day. As for your wider job search - you should withdraw from other applications when you formally accept an offer. It’s your choice whether you keep your cards close to your chest, accepting a suitable offer with the prospect of something better coming up. You can cross that bridge if you come to it. While this is not something I recommend, a tough job search is as good a time as any to look after number one.