Hey folks! I'm a first-year Computer Science student and I've hit a bit of a crossroads that I'd love your thoughts on, especially if you're in recruitment or management roles. On one hand, a high GPA seems to be a crucial tool for many companies in their early candidate screening. But then again, in the field of DevOps, I feel like practical experience speaks volumes. Having a project that showcases a full end-to-end pipeline using tools like GitHub Actions, AWS, Docker, Kubernetes, Terraform, Ansible, etc., really shows off hands-on skills and real-world application skills that a GPA alone simply can't convey. So, I'm curious about your perspectives: 1. When looking at a CV for a Junior or Student position, what would grab your attention more—a 90 GPA with no projects or an 80 GPA backed by a solid portfolio demonstrating CI/CD and IaC understanding? 2. Any tips on how to present these projects effectively on a CV or during interviews to showcase architectural insight? Appreciate your insights in advance!
5 Answers
If you're thinking about pursuing a master's or a career shift into something like consulting or investment banking, GPA will matter a lot more, but in tech, practical experience is often the key. Just something to keep in mind!
I’ve noticed that companies tend to look past GPA once you hit a certain point. If you have a good project portfolio, that can really make you stand out, even with an average GPA.
In my experience, GPA usually just serves to filter out those who struggle with basic attendance, while your projects show your ability to actually get the work done. I'd definitely lean towards showcasing your projects. They're the real deal.
For junior roles, what really matters is your ability to demonstrate hands-on projects. If you can clearly explain an end-to-end project, that 80 GPA will likely outweigh a perfect GPA with no practical experience.
Exactly! A solid project can sell you way better than just numbers on paper.
Honestly, I never consider GPA when hiring. What impresses me is the application of skills through projects, especially if they’ve gone live.

Yes! Projects can definitely make a huge difference. They showcase your practical skills in a way grades can't.