Every year, the skills employers screen for shift a little — and the shifts compound. Here are five patterns we keep seeing across the job postings and hiring conversations that shape our course updates.
1. Full stack roles increasingly expect cloud basics
Knowing how to deploy an app, not just build it, is now a baseline expectation for full stack developers — even at the junior level. Familiarity with containers and a major cloud provider's core services goes a long way in interviews.
2. AI-assisted development is normal, not novel
Using AI coding assistants well — reviewing suggestions critically rather than accepting blindly — is becoming an expected skill, similar to knowing how to use a debugger.
3. Testing is shifting left
Teams increasingly expect developers to write basic tests themselves, while dedicated QA roles focus more on automation frameworks and exploratory testing for complex flows.
4. Specialised AI roles are growing alongside general software roles
Machine learning and generative AI skills are showing up as a "nice to have" in general developer postings, and as a hard requirement in a fast-growing set of dedicated AI roles.
5. Soft skills show up earlier in the process
Communication and problem-solving are being assessed earlier — through take-home tasks and pair-programming rounds — rather than left to a final HR round.
We fold observations like these into our course updates each year, which is part of why our syllabi mention "current tooling" rather than a fixed textbook list.