The Job Search Advice That's Correct and Useless

The Job Search Advice That’s Correct and Useless

Let me say something that career coaches usually don’t: the advice you’ve been given is probably correct. Network more. Tailor your resume. Practice LeetCode. Follow up after interviews. Apply broadly.

All true. All technically sound. And almost entirely useless in the current market.

Not because the advice is bad. Because 500 other qualified engineers are doing the exact same things for the same 12 open roles, and when everyone runs the same playbook, the playbook stops working.

The Market, Honestly

Tech has been shedding jobs at scale since 2022. Layoffs at major companies, smaller companies folding or contracting, AI replacing entry-level and some mid-level work. The companies that are hiring are getting flooded with applicants who are genuinely strong - laid-off engineers from good companies with real experience, often overqualified for the roles they’re applying to.

A single senior engineering posting at a mid-tier company can draw 600 applications in a day. Hiring managers, already stretched, do triage. Recruiters do pre-triage. AI does pre-pre-triage. Getting a human to actually read your resume can feel like the achievement.

I’m not saying this to demoralize you. I’m saying it because the honest framing changes what you should focus on. If you’re treating this market like the 2018 market, you’re going to burn six months doing the wrong things and wonder what happened.

Some of these searches are going to take 6-12 months. That’s not a reflection on the engineer. That’s the math. You should plan for it.

The Advice That’s Correct and Insufficient

”Network more”

True. Personal referrals convert at dramatically higher rates than cold applications. A warm introduction gets your resume read. A referral from a trusted person inside the company can get you an interview in a market where cold applications disappear.

But. Networking when you need a job is transparent. People can feel the desperation in a message from someone they haven’t spoken to in three years who suddenly needs a favor. And most meaningful professional networking takes months or years to bear fruit - which is not helpful when you were laid off last month.

If you’re networking now, do it. But be honest with yourself about the timeline and set expectations accordingly.

The engineers who get referrals in a tight market aren’t doing it through a LinkedIn reconnect campaign. They’re getting them from people who already knew them and already respected their work. You can’t build that in a crisis. You can only spend it.

”Tailor your resume for each role”

True. A generic resume performs worse than a targeted one. Matching your language to the job description improves your odds with AI screening and with humans.

Also true: when you’re applying to 50 roles to generate enough interview volume to actually get an offer, meaningful tailoring is not realistic. You don’t have 2-3 hours per application. You have maybe 20 minutes.

The answer isn’t “don’t tailor.” The answer is to structure your resume so intelligent tailoring takes 10 minutes, not 2 hours - swapping in relevant examples, adjusting the summary, reordering bullets. That requires having a well-built master resume to work from. Without it, every application is starting from scratch.

”Practice LeetCode”

True. Algorithmic interview screens at many companies, especially FAANG-adjacent ones, require it. You can’t pass a coding screen cold if you haven’t been doing the problems regularly.

Also true: LeetCode only matters if you get to the coding screen. And in a market where getting a recruiter response is the hard part, spending your first three weeks grinding dynamic programming problems is misallocated effort. Fix the funnel before optimizing a stage you’re not reaching.

There are also plenty of companies - especially smaller ones, startups, and companies that have explicitly moved away from algorithm puzzles - where LeetCode prep is mostly irrelevant. Don’t let the presence of that advice shape your entire strategy if it’s not matched to the companies you’re targeting.

”Follow up after interviews”

True. A brief, thoughtful follow-up message after an interview shows interest and reinforces your candidacy.

Also true: a follow-up with nothing new to say is just noise. “Just checking in” emails don’t move decisions. They signal impatience to the recruiter and add nothing to the hiring manager’s picture of you.

If you have something genuinely useful to add - a thought you didn’t get to finish in the interview, a question you thought of afterward, a link to something directly relevant to what you discussed - follow up. If you don’t, a brief thank-you is enough. What doesn’t help is repeated nudges signaling that you’re anxious.

”Apply broadly”

This one I actually do recommend - but with a specific intent that most people miss.

Applying broadly is not spray-and-pray. It’s about generating interview reps. Interviewing is a skill. It degrades when you don’t use it and sharpens when you do. The best time to work on your interviewing is when the stakes are low - which means interviewing at companies you’d never actually accept, doing practice screens at places you’re underqualified for, using every opportunity to get more at-bats.

The engineers who improve their odds aren’t the ones who wait for the perfect-fit application. They’re the ones who are in ten processes at once, learning from each one, adjusting, and improving. The offer from the company they actually want comes later in the sequence - after they’ve gotten sharp.

What Actually Helps

Know which stage is failing

This is the most useful diagnostic most engineers never do.

There are three stages where a job search can break down. Stage 1: your resume isn’t getting you to the first call. Stage 2: you’re getting calls but not getting to final rounds. Stage 3: you’re getting to final rounds but not getting offers.

Each stage has different causes and different fixes. If you don’t know which stage is failing, you’ll optimize the wrong thing. Engineers spend months improving their resume when their problem is closing. Or they grind interview prep when they’re not getting past the first screening call.

How do you know? Look at your actual data. How many applications became recruiter calls? How many recruiter calls became technical screens? How many technical screens became onsite invitations? If you have numbers for each stage, you know where the leak is.

If the gap is between applications and first calls, that’s a Stage 1 problem. Your resume isn’t making the cut or your targeting is off. Fix the resume or adjust the role types you’re applying to.

If you’re getting calls but stalling in technical screens, that’s Stage 2. Your preparation for that company’s interview format is incomplete. You need more reps and more targeted practice.

If you’re getting to final rounds and not landing offers, Stage 3 is the hardest because the feedback is usually vague. But it typically comes down to one of three things: you’re not communicating impact clearly enough, there’s a mismatch between your level and what they actually needed, or someone else was a stronger specific fit. Each of those has a different response.

Most engineers treating their search as a single undifferentiated activity that’s “just not working” are actually failing at one specific stage and could fix it in a few weeks if they knew which one.

Treat every interview as data, not just pass/fail

The engineers who get progressively better in a long search are the ones who debrief every interview. What questions came up that they weren’t prepared for? What answer fell flat? Where did they lose the thread? What did they wish they’d said?

That debrief only takes 15-20 minutes after an interview, while the details are fresh. Over 15 or 20 interviews, you accumulate an actual map of what’s working and what isn’t.

The engineers who don’t improve treat each rejection as an isolated event. Bad luck. Bad fit. Moving on. They never identify the pattern that’s costing them.

Visibility before the search, not during it

The engineers getting referrals and warm intros in this market mostly built those relationships before they needed them. They were writing technical posts people shared internally. They were active in communities their future colleagues participated in. They were the person someone thought of when a job opened up.

You can’t fully retrofit this if you’re already in a search. But you can start laying groundwork for the next one. And even mid-search, a few months of being genuinely useful online - answering questions, sharing real experience, not just broadcasting that you’re available - can start to shift your inbound.

The difference is intent. Visibility built for genuine value generates opportunities. Visibility built purely to signal that you’re looking generates sympathy, which isn’t the same thing.

The Honest Version of Where You Are

If you’re six months into a search and haven’t found anything, you’re not uniquely broken. You might be in a market segment that’s particularly saturated. You might be applying at the wrong level. You might have a Stage 2 or Stage 3 problem that looks like a Stage 1 problem from the outside.

The advice to “keep going” is correct and unhelpful. What’s more useful is to stop and run the diagnostic. Get your numbers by stage. Look at where the drop-off is. Ask someone with hiring experience to review your resume - not a friend, someone who has actually screened and hired engineers.

And extend your timeline. If you’ve budgeted three months for this search and the market is delivering six-to-twelve month timelines for engineers at your level, you’re going to be in psychological trouble at month four. Set realistic expectations now. It makes everything that follows easier to manage.

If you’ve run the diagnostic and want someone with actual hiring experience to look at your specific situation - your stage, your resume, your interview pattern - book a consultation. One session can tell you more than six more weeks of guessing.

If you’d rather self-diagnose first: the SWE Resume System is for Stage 1 problems - getting your resume past AI screening and in front of a human. The SWE Bundle covers Stage 2 and 3: coding screens, system design, behavioral rounds, and the closing conversations where a lot of senior engineers lose offers they should have gotten.