r/CodeCareerStack

This one really hits home because I have made this mistake a lott before I figured out how it all works.

Here is what nobody tells you. The first person reading your resume is not a person. It is a bot called ATS and its only job is to match your resume to the job description word for word. Word for word bro.

So if the job description says cross functional collaboration and your resume says worked with different teams, that is a keyword miss. Same meaning, but completely different outcome and YOU"RE GONE

Here is the three layer framework I use for every job description I actually care about. Save it and apply it, cause it took me forever to come up with this system.

Layer 1 is required skills. These are listed under requirements or qualifications. These exact words need to be on your resume, not synonyms, the actual words.

Layer 2 is preferred skills. Most people skip this and that is the mistake. These are the differentiators. For Verizon I had one semester of agile workflows from a class project, used the word agile twice on my resume and got the interview. Everyone else probably left it out thinking it did not matter.

Layer 3 is cultural and soft language. Phrases like fast paced environment, ownership mentality, drives impact. These are not filler, they are telling you exactly how the team thinks. Put them into your bullet points naturally (you can use AI for this, don't know why people are afraid to as long as you read over it. Oh and also use XYZ format)

Then rank your keywords by two rules:
- Frequency - where if a word shows up more than once in the description it matters more.
- Placement - where words in the top third of the job description carry more weight with ATS scoring. Bro science I know

I went from basically zero responses to a 10% response rate just by doing this. If you didnt know, 10% is insane. This includes things like OAs, recruiter screens and full blown interviews. Same experience, same projects, just the right language and the results are insane.

Do this for every application you actually want and you are already ahead of like 90% of people applying for the same role.

If you want a full guide on exactly how I do it step by step, I break it down in this video with cool COD gameplay :)

Let me know if you have any questions but give me your thoughts on this strat too or what you guys do to get more callbacks.

I spent my entire freshman year stressing over every exam, retaking quizzes, grinding problem sets to keep my GPA up.

Then got rejected over and over anyway in sophomore year.

Here is what nobody told me. The students landing Google, Apple, Meta internships? A lot of them have average GPAs. Some have really bad ones. I actually had an intern friend with a 2.2 or 2.5 GPA at Apple

I got into both Apple and Verizon. My GPA was not the reason (trust me)

Here is what recruiters actually look at in about 6 seconds:

Maybeeee school name. Relevant experience and projects for sure. Recognizable company names or keywords 100%. GPA is literally at the bottom of that list (if you put it at all).

Amazon removed their GPA filter years ago. Meta does not list one. Apple does not have one. The companies that do list a cutoff it is usually 3.0. That is it. 3.0 is not insanely difficult to get at most universities if you do the basics.

So what actually matters instead:

Projects that solve real problems - One deployed project that solves a real problem separates you from 80% of applicants. Mine were literally copied from YouTube tutorials with the colors and code changed around. That is genuinely how I started. I would rec this to you as well if you're just getting started.

Fork a project and grind it out. Once you know the basics, build something real users would use and have them use it.

Keywords on your resume. - Your resume goes through software before it reaches a human. That software scans for Python, React, SQL, whatever the job description says. I went from 1 response per 200 applications to roughly 10% response rate just by fixing this.

A recognizable name somewhere on your profile - A company, a program, a hackathon, anything that show you are clutch. My Verizon internship is literally what got me the Apple one. You can resume ad company names on platforms like Forage, Extern, etc.

If your GPA is below 3.5 just remove it from your resume, don't put it there bro

Fix the three things above this week. Your GPA is not going to change but everything else can.

I did a full break down on exactly what steps to take here if you are interested.

Good luck out there, market is rough but this stuff actually works.

I want you to think about the last time you walked into an interview feeling prepared. You knew your resume, you (probably) studied the role/JD, you were ready to talk about your projects.

And then the interview opens with: "Tell me about a time you had to deal with a difficult teammate".

You just blank out... because nobody ever told you how to package that story in a way that makes an interviewer think "we need to hire this person".

I've been through behavioral rounds at both Verizon and Apple, at Apple I did six rounds back to back of pure behavioral. So I've seen what works and what completely falls apart in the room.

There are 7 questions that kept showing up across every single one of those interviews. Some of them you think you know how to answer. By the third one I'd be willing to bet you realize you've been doing it wrong.

A few notes/patterns I have noticed from my experience:

The "tell me about yourself" answer most people give actively works against them in the first 30 seconds without them realizing it

The conflict question isn't really about conflict. It's a culture fit question in disguise and interviewers know exactly what they're screening for

The failure question eliminates more candidates than almost any other question on the list. Most people either dodge it or oversell the recovery and both versions miss the point

There's one question that only comes up in final rounds with director-level interviewers and generic answers will silently kill your chances

The other thing I'll say is this: interviewers forget general answers the moment you leave the room. They remember specifics: a number, a name, a real result. If your answer doesn't have at least one of those, it won't stick.

Explained all 7 with word for word example answers using the START framework here if you are interested. Promise you'll have more interview success after looking through that.

If you have a behavioral round coming up, watch it tonight and actually write your answers out. The people who get the offers are the ones who do that, not the ones who plan to wing it.

What's the one behavioral question you hate? Personally, the "Tell me your weakness" one gets me everytime cause I have had interviewers say "that's not a weakness" when I tried to spin it off as a positive thing lol.

I've been through enough interviews now to notice a pattern that hurts to watch bro.

People (including me) grind Leetcode for months, get through the technical round and then lose the offer in the behavioral. The frustrating part is it's fixable, yet we overlook it.

Most CS students (including me before I took it seriously) treat behavioral like an afterthought. "It's just talking how hard can it be?" Then they get asked about a conflict or a failure and just blank.

Here's the thing though, behavioral interviews have patterns like leetcode. Once you see=e them, you can prepp for basically any question they throw at you in under a few hours.

By the way, it took me a bunch of interviews to figure this out before I noticed lol. I also use a method called START, tad different from STAR.

There's also a specific framework that most people get almost right but miss the most important part of and that one missing piece is what separates a decent answer from one that actually sticks with the interviewer.

A few other things I wish someone told me earlier:

• There's a right way to handle questions about experiences you genuinely don't have yet and it's not saying "I haven't had that experience". Never say that unless you genuinely don't even know what it is. Instead, you want to spin off another story.
• AI can cut your behavioral prep time dramatically if you use it the right way with the job description. Plug it into Claude, there you do, that is your interviewer.
• Recording yourself is uncomfortable but it's probably the single fastest way to stop sounding robotic and choppy. Recording yourself and analyzing it is sooo valuable because the feedback is instant. A few times doing this and you're SET
• What you eat on the day of actually matters more than people think (Random, I know)

I broke down the full system including the framework (START), how to prep efficiently, and how to make your answers feel like a conversation instead of an interrogation

You can watch the video here if you are interested. Again, it breaks down everything into a granular level in depth

p.s. Another thing I remembered while writing this out that I didn't mention in the video is that you can make up and bs anything on the planet if you sound onfident enough. Just another tactic I picked up on.

This market (as you know) is rough right now. Don't leave an offer on the table over something this fixable and silly. Good Luck.