Comment by Aurornis
4 days ago
> That assumes that I am writing my resume for just your job posting. If I am just going to copy and paste the job requirement verbatim on my resume, doesn't that make your job screening applicants for actual experience much harder?
It doesn't make the hiring manager's job harder if you decline to customize your resume. They press reject and move to the next resume.
> Regardless, if my application is getting thrown out because my title is not quite right in a subtle way, or I reference Javascript but not Python, and no one is telling me - that's unfair on everybody.
If a job listing asks for Python and someone submits a resume that does not list Python, it's fair to reject that candidate.
If there was a hidden requirement to know Python but the job listing didn't ask for it, you get a lot of applicants that don't fit. Smart hiring managers will update the job listing as they review candidates. There are some lazy companies that will have secret requirements that they don't put in the job listing, but that only creates more work for everyone involved. It's not a secret trick they're pulling to be mean. They're just bad at their jobs.
> The company is going to skip over the best candidates for superficial reasons, because nobody is telling them their resume isn't perfect.
Unpopular opinion around these parts, but there's a high correlation between the best candidates and people who take the time to review the job posting and customize their resume before submitting.
I doubt the "best candidate" is also the person who can't be bothered to take 10 minutes to update their resume before pressing submit.
> But as a rule I don't customize my resume for every job posting anyway - if I have to apply to 70+ job listings to even hear back from even one of them,
Complaining about low response rates and refusing to tailor your resume are highly correlated, in my observation.
> If a job listing asks for Python and someone submits a resume that does not list Python, it's fair to reject that candidate.
The thing though is it's a bad requirement. There are any number of great candidates who could be proficient in Python - the skills are very transferrable. (It's like trying to find a painter and filtering out people who have never painted a brown houses)
The thing you're screening for by being so specific is not finding the most qualified person, you're going to end up with the person with the most time and patience to fib or lie on their resume.
> I doubt the "best candidate" is also the person who can't be bothered to take 10 minutes to update their resume before pressing submit.
That's exactly wrong - the best candidates are going to be busy people who are great at their job - the people jumping through HR hoops to get hired are by nature going to be worse candidates.
So, I recently got about 600 resumes for a senior Python backend position.
Out of those about half had no experience in backend or python, plus weren't senior enough for us to consider. Or forgot to include all that in their CV. They get filtered out in the first filter phase.
While I'm sure a portion of those could do the job, I can't realistically interview those 300 people when there are other 300 who happen to have at least written that in their CV.
> So, I recently got about 600 resumes for a senior Python backend position.
Dear lord the job market is an absolute disaster right now.
People are clambering for the last helicopter out of Saigon.
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> There are any number of great candidates who could be proficient in Python -
I don't think you understand.
You have to prioritize. You can't interview everyone.
There may be someone in the rejection pool who might be able to pick up Python quickly and enjoy it. It does not matter if I have 10 people who can bring 5 years of Python experience to the first day on the job, and 1-2 more people who can bring 10+ years and probably teach us something about Python.
> the skills are very transferrable. (It's like trying to find a painter and filtering out people who have never painted a brown houses)
I've painted houses. I've done programming. This analogy is not good at all. Some people don't adapt well to new programming languages. Some people try, then decide they hate the new language and start looking for new jobs. You don't have to risk any of this when you already have more Python applicants than interview slots.
Probably a dumb question, but when you say "tailor your resume", what kind of tailoring do you mean? I've seen this advice repeated a lot, but I've rarely taken it because I tend to apply to jobs with the same job title and roughly the same responsibilities; in general, I assumed that tailoring is mainly helpful if you have a diverse/generalist skillset.
Like, it's obvious to me why a true Jack of all trades would use different resumes for applying to a plumber role vs a carpenter role, but less clear why a career plumber would tailor resumes for applying to two plumber roles at slightly different companies.
Several months ago, having exhausted all other options in fruitless job search, I asked for assistance of a recruiter who I used to work with some time ago. Just to get some pointers on how I could improve my search, with his experience working on the other side. His advice on "tailoring" was very simple.
Go to the most popular LLM (ie Claude). Give it the job description. Give it your resume. Ask it for percentage match, it will give you a number. Then ask for advice on improving your resume, you can either ask to rework the resume by itself (if you're in a hurry) or you can work with the thing to modify the sections/entries yourself, one by one, if you have time. With each modification you will get better and better percentage match. Ideally you need to get to high 80% or maybe even 90%.
The idea is that automated ranking tools used by recruiters/HR are ultimately use the very same LLM, so you are improving your ranking assigned to your resume by those ranking systems.
I have to add that now this advice is mostly useless as everybody's using the same technique so you won't be standing up against others but merely be on the same level.
Add to it the fact that many job descriptions are inaccurate and sometimes downright misleading, and hiring managers use their own criteria, and you will understand why connections/referrals is probably the only way to get hired now.
> The idea is that automated ranking tools used by recruiters/HR are ultimately use the very same LLM, so you are improving your ranking assigned to your resume by those ranking systems.
Working in HR-tech, that is definitely happening, and "self-bias" is a thing with LLMs so if you can guess what the employer/screening-process is using then that's a bonus.
That said, we should distinguish between "Hey robot tell me if X matches Y" prompts, versus model-weights comparison. In the second case, the system feeds your resume into a model with no prompt, grabs all the magic math numbers, and statistically compares them to the magic-numbers if the model had been given some "ideal" resumes.
If the job is for a backend Java developer position, change the list of languages you know from:
to:
Many times people order their languages by familiarity or preference for working with that technology. Don't make the person looking at the resume have to hunt for the information. If it's last on the list, that may say something about how much you're interested in that job and how likely you are to stay.
> but less clear why a career plumber would tailor resumes for applying to two plumber roles at slightly different companies.
If one company is looking for a plumber to do PEX and another is looking for someone who is experienced with natural gas and black pipe, you might want to make sure that your experience in those two different domains of plumbing are at the front of the experience. They're both plumbers, but the heating and air conditioning company hiring a plumber is looking for different things than the residential new construction plumber.
It's so funny to me that a tech company will have no problem hiring a VP from, like, a beverage company - but heaven forbid you put your programming languages in the wrong order on your resume.
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While this makes absolutely no sense to me, I'm pretty sure unhinged language fanatics would reject some resumes because "Java is not the first on the list".
HR people and AIs, as much as I criticise them: would not reject that.
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Plumbing for new construction, plumbing for HVAC retrofit (even boilers and heat pumps might be further split), and emergency plumbing service tech (for leaks, water heater replacements, and blocked sewer lines) all seem different enough to me to make making clear what experience you had relevant in plumbing.
>I doubt the "best candidate" is also the person who can't be bothered to take 10 minutes to update their resume before pressing submit.
Do you really think the best candidates are ones who are bothering to cold apply through hiring portals to begin with? The best interviewers, sure.
For people who are actively searching, 10 minutes for 100 applications is 15 hours of work. Reply rates can be as bad as 1 in 500. In this kind of market you want to get that application rate down to 2-3 minutes. There's no time nor point to tailoring towards dream jobs; oods are you dreams were crushed 200 applications ago.
There's no particular reason your time is more valuable. We're all just trying to survive in these tumultuous times.
> Reply rates can be as bad as 1 in 500.
I've done volunteer resume review and interview coaching in the past.
The only people getting response rates that low either had the most awful resumes you've ever seen, or they were applying for jobs completely out of their league.
Like the 23 year old applying for Staff Software Engineer jobs as the next step up from his junior position (which he was laid off from) with 6 typos in his resume and an e-mail address of ninjadude69@hotmail.com at the top of his resume.
>Unpopular opinion around these parts, but there's a high correlation between the best candidates and people who take the time to review the job posting and customize their resume before submitting.
There's also a high correlation between matching the job description perfectly and the resume being AI generated and/or dishonest. Doubly so if the requirements are overly specific or contain pure nonsense as some do (saw "Must have 5 years experience with Claude Code" recently). You can filter out people who blatantly don't match the job and those who obviously just copied the job description. Never seen much correlation between the quality of resumes in the middle (ok to great) and how well they do in interviews.
Not to mention at many places "requirements" are mere suggestions or a low-effort list of technologies taken from the resume of the person who quit. Everybody has their own filtering rules and hiring managers rarely agree with each other much less the HR people usually doing the first round of filtering. The true requirements come out only at the resume filtering or interview stage.
>I doubt the "best candidate" is also the person who can't be bothered to take 10 minutes to update their resume before pressing submit.
The "best candidate" a lot of times doesn't mean the best able to do the job. It often means the ones who 1. makes the hiring manager feel good by being enthusiastic about their (statistically) average job for average pay and 2. minimizes their perceived risk of looking bad for their hiring choice.
>If a job listing asks for Python and someone submits a resume that does not list Python, it's fair to reject that candidate.
If you're not a FAANGMULA type place then sure. But also if your job posting lists something like "Python 3.14" or "7+ years Python" I know the hiring manager probably doesn't know the first thing about python. In that case I think it's fair for any decent programmer to lie because they will likely surpass the hiring managers knowledge by studying python a bit before the interview.
> There's also a high correlation between matching the job description perfectly and the resume being AI generated and/or dishonest.
If the resume is dishonest we find out in the phone screens or first interview rounds, and the candidate is tossed.