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At least in my experience, applying at jobs online has been entirely useless for the last 5 years. No company ever contacts you after using the online application forms. And the only way I’ve got interviews is from recruiters contacting me.
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As someone applying right now I agree. I think I've had one company out of dozens get back to me on a cold application this year. Every contact that has led to an interview was from being referred in by a current employee, or a LinkedIn recruiter reaching out to me about a job. I assume the application forms get spammed with hundreds if not thousands of applicants. It's hard to blame someone for not wanting to sift through all that muck when there's already a stream of vetted candidates coming in from their recruiter. Sucks for the job seekers, though.

I'm putting more time into cleaning up my LinkedIn profile since that's been my most reliable route into hiring pipelines (other than referrals and networking).

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I assume online forms are spammed with thousands of AI generated resumes now. The only reason I apply is it seems to flag your account as active which triggers recruiters to contact me.
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My experience recently was something like 2/3 from referrals (the third I think will eventually get back to me but way too slow), and something like 3/10 from cold applications. Obviously big differences depending on location and experience but I was pleasantly surprised that some of the cold applications went somewhere.
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> Screen a lot of resumes and you'll get tired of seeing "Boosted revenue by 23% by decreasing deploy times by 64%." This communicates nothing useful and we all know that revenue going up 23% YoY was not attributable to this single programmer doing anything at all.

This is the "quantify everything" mantra career coaches have been repeating for decades. As the story goes, no company is going to care that you refactored the FooBar library in order to make bugs in the DingDang module easier to fix. You have to only write down things that moved some quantifiable business needle like revenue or signups, even if the link to that needle is tenuous. Obviously, this ends up penalizing hard working, talented devs who don't happen to be working in areas where wins are easily quantifiable.

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Some quantification is very helpful. We're going to have a very different conversation if the architecture you built was serving 1 million users as opposed to 1000 customers.

It's the useless quantification that turns resumes into noise, combined with making claims that you changed revenue by yourself.

> You have to only write down things that moved some quantifiable business needle like revenue or signups, even if the link to that needle is tenuous. Obviously, this ends up penalizing hard working, talented devs who don't happen to be working in areas where wins are easily quantifiable.

Every hiring manager knows this game and sees right through it. You can't read 1000 resumes with claims of "Increased revenue by 13% by" followed by something that clearly was not the reason revenue increased 13% to become numb to it.

Nobody believes these.

The somewhat useful quantifications are things like "Reduced cloud spend by 50% by implementing caching". This can spark a conversation about how they diagnosed they issue, made a transition plan, ensured it was working, and all of the other things we want to hear about.

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> Most resumes are not very good. Beyond the obvious problems like typos ...

This is a person who you're going to be reviewing their code or reading the documentation that they write.

If there are typos and poor formatting in the resume (that they've had the leisure of reviewing themselves and correcting), what does this say about the quality of the code the code or documentation that they're going to write when under a time constraint?

Are you going to be faced with the decision of having code with variables that have spelling errors and documentation that is grammatically or factually incorrect go through because of the time pressure?

The resume itself is a demonstration of the applicant's ability to pay attention to the details that matter in software development without showing a single line of NDAed code.

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