Numbers Game - Jobseeker Basics XVI

Greg Wyatt • February 10, 2026

What follows is Chapter 7 in A Career Breakdown Kit (2026).


While the title suggests a lottery, how they break down includes misreporting, people following poor advice, wing and a prayer applications and suitable applications from unsuitable applicants.


That last one being the fault of poorly specified adverts, not the reader.


How do the numbers break down?


When you see 400 people have already applied for a vacancy, you might think not to even bother applying.


But these numbers aren't always accurate and are never the full story.


Until recently there was a common reporting error on LinkedIn, when a click that led to an incomplete application on an ATS still counted as an application. The true number here is often lower. As a fix, LinkedIn now shows ‘people who clicked apply.’


In this tough market, it's understandable that many people will apply at volume, often without reading the adverts. Tools like EasyApply allow a straightforward application, while automations like LazyApply enable you to apply for 2,000 vacancies while you are sleeping.


This leads to a high number of 'wholly unsuitable' applications. Common reasons can be no work permit or experience that has no relation to the vacancy.


As well as a high number of applications that appear suitable yet are non-viable. This might be down to a too high salary requirement; one reason to list salary and help people make informed decisions. Even then many will still apply. Or they may have missed simple points like a location too far to commute to. These applications are fairly straightforward to rule out, yet at scale are time consuming.


Anything between 80% and 99% of applications aren't suitable.


When you read 400, there may be only 4 suitable candidates. If you are a suitable candidate, it's well worth considering. You might follow up directly with the hiring manager.


It doesn't help that many adverts don't list salary, misrepresent working conditions, or are so vague you can't assess if you even are suitable. These should be low stakes applications.


It also doesn't help that employers make arbitrary decisions. Such as a LinkedIn post I read recently describing a hiring manager who took down an advert after 24 hours, having received an overwhelming response - then expressed surprise none were suitable.


These high numbers of non-viable applications take oxygen away from people who apply with care.


There aren't any easy answers to this situation, which is driven by poor market conditions, application processes that work against the applicant, and cynical behaviour from many hiring organisations.


Added thoughts:


We are where we are with the jobs market. A high volume of job seekers, a difficult market to navigate, few vacancies, and many poor experiences.


Much of this is defined by the state of the market and wider economy. In the UK this does look to be getting better and may lead to a shift for job seekers. More vacancies, less competition from qualified candidates, more urgency from employers.


For candidates who take care in their applications, the market has been the main factor holding them back.


When you see an advert similar to the one described, consider applying, if you can show you are a suitable candidate.


If you can’t and it’s a common skills role, I’d make the choice to step away. Concentrate on roles you are a 70%+ fit for.


If you do decide to apply, don’t only rely on the transactional process:


  • Find out who the hiring manager is and contact them directly. Check if they are still reviewing applications and make a case for yourself
  • If you can't find out who the hiring manager is, who can you find to gain more information? Use the LinkedIn search bar to find peers in the same department or people who manage their recruitment, such as Talent Acquisition Managers
  • Find constructive reasons to keep in touch, especially if you are declined later in the process


If you see an interesting role that has closed, get in touch directly. It might be that hiring manager scenario where they have many applicants, but no one suitable.


It’s a careful balance. You want to find ways to cut through without being a pain or being seen to cheat.


Listen to anything you get back from a process and use that to improve your approach. This might be anything from instructions to follow in an application to individual feedback on your performance. Think about what you can do to stand out.


Get ahead of the game. If a company advertises widely on LinkedIn, create a job alert on their company page. Click on their company name, go to jobs and you’ll see the option.


The flip side of this advert scenario is that numbers can work against a careful application, such as if an advert is removed before you can tailor your CV.


Or worse, if an advert remains live, but no applications are reviewed after the first 100.


It’s an argument for having a single ‘good enough’ CV so you can move quickly, rather than spending hours on a single application – I’ll discuss this in more depth in Part 3.



By Greg Wyatt February 23, 2026
What follows is Chapter 21 in A Career Breakdown Kit (2026) . It's a good example of how a job search is an inverted recruitment exercise, but also how the same principles from recruitment can be applied in a job search. Market mapping is one of the first steps of a search process in what is often called headhunting. Here though, instead of an exercise that helps find a person for a job, you help find a job for you. This can be in one chunk, at the outset, and iteratively, as you learn more information. It's a great example of how LinkedIn can be used as a data repository, given the vast majority of professionals are present here. And if they are present here, the insight that is their careers is too, allowing you to identify potential viable employers, who works there, and therefore where else they may have worked, with further potential hiring managers. The snake that eats its own tail. Try doing the iterative work above, every time you come across someone new, whether in an application or in networking . You can use this to build out your network, identify companies to contact proactively. Simon Ward and I will talk more on this in our LinkedIn Live on Tuesday February 24th at 1pm GMT. You can join us, and view the full recording afterwards, here: Is The Nature Of Networking Changing for Job Hunters? If you happen to read this as a hiring authority, market mapping is one of the invisible processes in a structured search. It can often take me 80 to 100 hours to fully map a role for potential viable candidates, given I try to find non-traditional candidates as well as those that are easier to find through sourcing. 21 - Map the market Market mapping is a common activity in executive search. Why wouldn’t you adopt the same approach in your inverse of a recruitment exercise? The idea is to fully understand your market, so that you are better able to navigate it. This is a summary chapter because market mapping is both a strategic and a tactical exercise. I’ll cover some of the How of mapping in Part Three. There are three ways in which to map the market. The vacancies you are qualified for This is about determining which vacancies you should focus your attention on. In which domains does your capability directly apply? This could be context related, if your expertise is in start-ups, growth, downsizing or other contexts. It could be industry related - your process manufacturing expertise might directly apply in food, plastics or pharmaceuticals. It could be job related, with the right applicable skills. Establish where there is a market for you, and if what you offer is needed by that market. Advice on the transferable skills trap (p55) and whether you are qualified (p178) to apply will help. The geography of your job search Where are all the employers and vacancies that you can sustainably commute to? A geographical map can help you target opportunities by region. What resources are available to help you with this map? Searching online for local business parks, even driving around them, can give a list of viable companies to contact. Directories and membership hubs. Local newspapers, social media stories. If you see a company you like the look of, say from an advert, search on their local post code. Who else might be there? The chapter on doorknocking (p241) has more ideas. The people of your network Every time you come across someone you might build a relationship with, connect with them on LinkedIn. Then check out their career history. Who else have they worked with? Where else have they worked? This works for peers, hiring managers, and recruiters - a headhunter in one company may well have worked in a similar domain in a previous one. Is there anyone at these previous companies you should introduce yourself to? What about their listed vacancies? Building out a map of relevant recruiters to develop relationships with (if they answer the phone) can lead to vacancies. Treat it as an iterative exercise. Check out the chapter on networking (p236). This map isn’t just about potential opportunity. It’s also about information that might be helpful now and in future. This might be for job leads. It might be industry insight you can share through content. It may even be topics for conversation in interviews or with peers. Make sure you track it in the right way, whether through Notion, Excel or other resources you have available. With any information, check it is accurate, then prune appropriately. Prioritise on degrees of separation (closest first) and context fit (where what you need is most closely aligned with what you offer). 
By Greg Wyatt February 19, 2026
I find myself questioning whether I effectively use AiDE, and whether it's effective enough every time I recruit. As an external partner I work low volume, which allows time to do things 'right'. However, when I take on fractional in-house work, I still deploy the same framework, even at mid volume (my highest volume was 55 vacancies in six months). Because it's scalable and can be applied across a whole recruitment system. I wouldn't recommend it to a high volume, high churn environment, though I expect they aren't reading these newsletters. It isn't just about advertising. A current vacancy is at final interview today. I ran an 'appropriate multichannel' campaign, including public advertising, networking & referrals, 'headhunting' (sourcing across LinkedIn and CV databases). My advert was a consequence of my consultations, as was the six page candidate pack provided to viable applicants. My narrow then wide sourcing strategy was a consequence of the same consultation. My written and spoken outreach was also a consequence of this. That I shared the advert and candidate pack proactively, was in part why I had a 100% response rate to my six inmails (it's a niche role in a low population area). What was also interesting was that a number of the applicants described themselves as passive, and there was a significant overlap between the 56 and the sourced longlist. I noted that one of the final interview sourced candidates had viewed the public advert after our initial conversations. I find advertising can be effective with passive candidates, because they can browse without commitment. You'll never know they were there if they don't get in touch, and they aren't going to be interested in a cookie cutter peacock advert. But that gap is a hard one to breach if all you know is "we're a market leading employer of choice". Because we rely on the evidence of what's in front of us. This is the final AiDE piece. I plan to publish this as a short paperback, given I think it stands alone as an approach that can improve your recruitment. Next week I start "Innovation from Iteration" which includes an article on why the Gemba (value from the shop floor) is valuable for recruitment. Where it relates here is that my work with job seekers, and what turns them off from enquiring to adverts, has been so helpful in finding the blind spots our habits miss. While the next series is separate, and was mainly written before AiDE, both show the modularity of recruitment and how you can experiment iteratively, layering on good foundations in a way that best works for you. As I've said before, you can see pretty much all of me through these pieces, which may help you decide whether we should ever do business together. This final piece is about how negative descriptors can attract great people. In the example above, one of the lines I lead with is "this won't be for you if you thrive in a structured, corporate environment." Both because it's true, and because it speaks to frustrations viable candidates may have. Of course I also talk about how they can make a bigger splash in a smaller pond, if they can adapt to a smaller company setting. Pushing and pulling are key tools in the AiDE framework. Negative Space June 2023 “This isn’t just any typical food manufacturing company, with an as-is workforce that only requires handholding and firefighting.” A bit of context: HR in the East of England is fragmented, with many senior HR practitioners being more of the old-school personnel approach than commercially focused. And others adopt the People title with no rhyme or reason. A common reason for commercial HR vacancies rejecting candidates who have identical CVs to successful candidates is that line above. It resonates with many commercial HR practitioners that have interviewed either as an employer or candidate. Firefighting here means the high volume of employee relations common to food manufacturing. No time to do the proactive stuff. I should point out this was a confidentially advertised vacancy. Were it branded or directly advertised, you’d need to think about how this kind of description is perceived, in case you’re seen to criticise your ‘competitors’. When I ran it on LinkedIn, there were 32 applicants, 14 of whom were auto-rejected by the killer question ‘do you have full right to work in the UK’. 10 were suitable enough to call. 2 of these were submitted to the employer, alongside 3 found through other means. 1 of them got the job. In total, I spoke to around 40 candidates before presenting this shortlist. “That line really struck a chord with me, and it’s so true of some of the companies I interviewed with last time”, said the candidate that went on to get the job. She'd also seen their original advert and not applied, because it seemed exactly the same as her current one. She wasn’t the only person to comment so. Disappointingly, not one person spotted the M&S allusion. By highlighting what it isn’t, this line draws attention to what it is: The negative space of a vacancy. It’s actually pretty simple to find this kind of example for any common skill vacancy - I include a niche HR role in this category. “What reasons have you had for declining candidates, in terms of skill sets, context or attitudes?” “Why wouldn’t someone work out in this role?” “Why did it go wrong last time?” The answer’s with the hiring manager. If it’s a role for which there are archetypes for success and failure, you can set the scene while speaking to the ikigai and experiences of your readers. We should be mindful of bias of course: “This isn’t a company with a diverse workforce or where people stay longer than a year” might be an accurate counterpoint to concerns about culture fit and institutionalisation, but perhaps not something you want to advertise. “You’ll hate it here if you’re a West Ham fan.” “If you enjoy the machinations of structured corporate life, this won’t be for you.” It’s an approach that works for many reasons: It sets the scene with texture and candour It appeals to the experiences of candidates and builds trust It tells them they aren’t going to waste their time by going for the wrong job It shows you know the truth of the vacancy, from unexpected angles For readers that enjoy “a steady reactive workload where they can support line managers through disciplinaries and grievances,” they’ll get a sense they aren’t an ideal candidate, confirmed by the rest of the advert. Nothing wrong with what they do, of course, it’s just a different type of HR. It’s an ‘essential requirement’ in disguise that helps readers make the right decision while giving an implicit and constructive reason for saying no It’s unusual enough to be a pattern interrupt that encourages credibility and to focus on the rest of the advert If relevant, I’ll include ‘negative space’ in my adverts, whether above-the-line or below-the-line. If you were wondering about the picture, which is a style you are likely familiar with – it’s Rubin’s Vase, an optical illusion whereby two faces are created from the negative space of the vase. Thanks for reading. Regards, Greg