I have about four years of IT experience. I started in support and systems administration in 2022 and later moved into Azure administration and engineering. I'm currently working toward a bachelor's degree and hold the AZ-104, SC-300, and MD-102 certifications.
My resume consistently gets me interviews for Azure and cloud engineering roles, but I haven't been able to turn those interviews into offers over the past few months. I feel that I explain my projects clearly and use the STAR method, but something seems to be missing during technical or scenario-based interviews.
For people who interview candidates for Azure and cloud roles: what subtle red flags commonly cause otherwise capable candidates to fail? How do you tell when someone understands architecture, scale, trade-offs, and automation rather than just day-to-day Azure administration? What separates someone who can manage an existing environment from someone who can engineer and troubleshoot one under pressure? I'd appreciate honest advice on what I should improve.
4 Answers
When I interview people, I pay close attention to whether they explain their own contribution. Candidates often describe what the entire team did, which makes it difficult to judge their actual experience. Be clear about your role, decisions, implementation work, and results.
I also look for breadth. Have you only clicked through the portal, or have you used pipelines, infrastructure as code, monitoring, and change processes? Were you responsible for a system or merely one small task? Did you understand the project’s broader goals and constraints? Years of experience matter, but the variety of that experience matters too.
Keep STAR answers concise and focused. A short answer with a clear situation, your specific actions, and a measurable result is usually stronger than a long story that never gets to the point.
“Cloud experience” can mean very different things from one company to another, so don’t try to guess what an interviewer wants from a vague question. Confirm that you have worked with the relevant service, briefly describe the context, and ask which capability or project they would like you to explain in more detail.
Technical interviewers will usually test knowledge with specific questions, such as the difference between an enterprise application and an app registration or the design considerations for storing VM backups. Those questions reveal whether your experience is hands-on and conceptual, not just whether you have seen the service in the portal.
Most candidates don’t fail because they lack every technical detail; they fail because they describe actions instead of reasoning. Saying “I created a VNet and VM” is much weaker than explaining why you chose a hub-and-spoke design, how traffic was controlled, and what trade-offs you considered.
In scenario questions, clarify requirements first: RTO and RPO, compliance, budget, traffic, ownership, and operational constraints. Then make a recommendation instead of stopping at “it depends.” Discuss networking and identity in depth—private endpoints and DNS, routing, NSGs versus Azure Firewall, managed identities, RBAC, and PIM. Portal-only experience can make someone look more like an operator than an engineer, so be comfortable with Bicep or Terraform, automation, monitoring, and cost considerations.
Interviewers also stretch your examples: what happens if traffic increases tenfold, a region fails, dozens of subscriptions are added, or public endpoints are prohibited? Be ready to discuss landing zones, management groups, Azure Policy, IP planning, quotas, blast radius, and multi-region trade-offs. For each project, prepare what you would change today and use specific numbers for scale, savings, or incident impact.
I agree about automation. A candidate doesn’t need to know every tool, but being unable to explain any infrastructure-as-code approach can make the engineering experience seem shallow.
Focus on why you chose an approach rather than only how you implemented it. Explain the alternatives you rejected, the risks, expected impact, documentation, cost, automation opportunities, and how you would support the change afterward.
For example, when discussing a security rollout, explain why you selected the timing, how you assessed user and support impact, what risks you accepted, and what your high-level and low-level designs looked like. At this stage of your career, interviewers may expect you to demonstrate more than GUI-based administration, including some practical IaC or Terraform knowledge and the ability to reason through trade-offs.
Using “we” for every accomplishment is also a red flag. Interviewers need to understand exactly what you personally designed, changed, or troubleshot.