If you’re a CS major who can’t land a job but you’re only applying to “Software Engineer” roles, you’re shooting yourself in the foot. Your mediocre coding skills will make you a god in other job families.
Entry-level SWE is shrinking. You’re competing against kids who grind LeetCode 996. If your only strategy is “apply to SWE roles and pray,” don’t be surprised if you’re still unemployed six months after graduation.
So what should you do instead?
Stop treating SWE as the only acceptable path. There are plenty of adjacent roles that value your skills, get you into the industry, and pay well.
Here are five:
🏗️ Solutions Architect (junior) → help clients design and integrate systems. APIs + cloud basics = hired. (perfect if you like talking to people)
🤖 Workflow / Systems / Automation Engineer → Python, Zapier, n8n. Turn repetitive work into code. (ideal for hackers who want to play with AI)
🧪 QA / Test Engineer → script test cases, break software before users do. A classic entry point. (not glamorous, but strong job security)
📊 Business Intelligence Engineer → SQL + dashboards + light scripting. You become the data person everyone relies on. (seriously underrated)
💸 Financial Analyst (technical) → blend code + finance; automate reports, build models, outpace MBAs. (slightly harder to crack, but incredible upside)
Your first job isn’t your forever job. But it is the difference between sitting on the sidelines or starting the game.
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System design is full of tradeoffs, but too many engineers (even senior ones) still fall for the same myths.
In this video, I break down the 5 most common system design misconceptions I see in interviews, on teams, and in real-world production systems
I’ll walk through simple examples — like social apps, messaging systems, and e-commerce services — to show you why these ideas don’t hold up, and what you should do instead.
Whether you’re preparing for a system design interview or just want to build better architectures in practice, this video will give you a clearer way to think about scaling, reliability, and tradeoffs.
Check out my FREE System Design Playbook: https://stan.store/arjay_the_Dev/p/my-ultimate-system-design-guide
System Design Community Interest Form: https://docs.google.com/forms/d/e/1FAIpQLSeLkc5LUQl8dpXAOH27bodHMX8CAWXChcpso06cbtYRYP8wQA/viewform
— Video Content —
0:00 – Intro
4:00 – Solutions Architect
5:22 – Automation Eng
6:38 – QA / SDET
7:40 – Business Intelligence Engineer
8:32 – Financial Analyst (technical)








I switched to Systems engineering, is the only way to get a job now remotely close to coding. Some jobs need engineers that know C++ and python even if its just systems. Don't have an offer yet but getting interviews instead of radio silence.
Build your own company, or be my bit**
I tell my fellow bootcamp grads the same thing — take a SWE adjacent job. There’s other jobs in tech. I took a consultant job with similar responsibilities to the Business Intelligence Engineer and when I saw a dev position available on another team open up, I spoke with the lead and was able to move internally.
This guy is an idiot
Best video I've seen in a while on the topic if not ever
you don't have to work FAANG, find IT work in finance or healthcare industry and move your way up.
what are your thoughts on cybersec?
what are your thoughts on cybersec?
Sooo many salty comments, Arjay is completely correct. People have to stop being so doom and gloom and learn to pivot.
Sales Engineer is a great shout, that was originally my plan as a CS Grad that couldn't get a SWE job, I got an entry level SDR job and applied to Sales Engineer jobs after that. Ended up really close to getting an SE job at a two great companies but they ended up not hiring anyone (I am Canadian and this when the tariff stuff happened), but I did end up getting a post sales Solutions Specialist role and jumped from there to an Implementation Consultant role.
Now I feel like the possibilities are endless, I can grind leetcode to try for SWE jobs again, I can apply to SE jobs again, or I can try to become a PM internally.
Blaming interest rates and not the fact that every single entry level white collar job got mass offshored to india, is just being disingenious