1. What is a DevOps Engineer at Airlines Reporting?

Stepping into a DevOps Engineer role—specifically as the Manager, DevOps Engineering—at Airlines Reporting Corporation (ARC) means taking ownership of the infrastructure that powers the global travel industry. ARC is a premier travel intelligence company managing the world’s largest airline ticket dataset, encompassing more than 15 billion passenger flights. In this role, you are not just maintaining pipelines; you are accelerating the growth of global air travel by ensuring our forward-looking travel data and distribution services are delivered reliably, securely, and efficiently.

Your impact will span across multiple products, users, and business functions. You will provide the thought leadership and strategic planning required to build robust, scalable Cloud platforms. By establishing repeatable, automated techniques, you empower our product and engineering teams to innovate faster. This role is highly strategic, requiring you to balance operational excellence with financial accountability, ensuring our technology stack serves both our customers and our business goals effectively.

Expect a dynamic, challenging, and rewarding environment. You will be tasked with leading a team of talented engineers, managing complex cloud architectures, and collaborating with cross-functional stakeholders to translate non-functional requirements into tangible technical solutions. If you are passionate about continuous improvement and want to lead the way for the travel industry, this role offers the perfect blend of technical depth and leadership impact.

2. Common Interview Questions

The questions below represent the types of inquiries you will face during your interviews at Airlines Reporting. While you should not memorize answers, use these to understand the patterns of our evaluation and practice structuring your thoughts.

Cloud Architecture & Automation

This category tests your hands-on experience and strategic approach to building scalable, cost-effective infrastructure using our core tools.

• How do you manage and structure Terraform state in a multi-environment, multi-team setup?
• Walk me through your strategy for tracking, reporting, and optimizing AWS cloud costs across different business units.
• Describe a complex CI/CD pipeline you designed from scratch. What were the biggest bottlenecks, and how did you resolve them?
• How do you enforce security and compliance checks within an automated deployment pipeline?
• What is your approach to evaluating new DevOps tools or technologies before introducing them to the team's stack?

Leadership & Team Management

These questions evaluate your ability to build, retain, and inspire a high-performing engineering team.

• Tell me about a time you had to deliver critical feedback to an underperforming engineer. What was your approach, and what was the result?
• How do you ensure your team stays current with the latest industry best practices and cloud technologies?
• Describe your process for managing the departmental budget. How do you forecast cloud spend for the upcoming year?
• Walk me through a time when you had to resolve a conflict between your DevOps team and a Product Development team.
• How do you balance the day-to-day operational support tasks with long-term strategic project work for your team?

Incident Management & Problem Solving

This section focuses on your operational maturity, evaluating how you handle system failures and establish preventative measures.

• Describe a time when a deployment caused a major production outage. How did you lead the triage, and what did you include in the after-action report?
• How do you approach defining non-functional requirements (like scalability and recovery) when onboarding a new product to your infrastructure?
• Give an example of how you have improved the observability and monitoring of a legacy system.
• Tell me about a time you had to make a rapid technical decision with incomplete information during a critical event.

3. Getting Ready for Your Interviews

Preparation is critical to succeeding in our interview process. We evaluate candidates not just on their technical acumen, but on their ability to lead, strategize, and drive operational excellence. Focus your preparation on the following key evaluation criteria:

• Technical Leadership & Cloud Architecture – You must demonstrate deep expertise in AWS Cloud administration, Infrastructure as Code (specifically Terraform), and advanced CI/CD automation. Interviewers will assess your ability to design scalable, secure, and highly available cloud platforms tailored to enterprise needs.
• People Management & Development – As a manager, your ability to recruit, coach, and elevate a technical team is paramount. You will be evaluated on your strategies for fostering a culture of innovation, managing performance, and guiding engineers through complex architectural decisions.
• Operational & Financial Excellence – We expect you to treat cloud infrastructure as a business investment. You must show proficiency in AWS cost reporting, optimization, and budget management, alongside a strong track record of triaging events and leading post-incident reviews.
• Strategic Collaboration – You will regularly partner with Product Owners, Solution Architects, and Enterprise Support Engineers. Interviewers will look for your ability to communicate complex technical concepts to non-technical audiences and align your DevOps roadmap with broader business objectives.

4. Interview Process Overview

The interview process for the Manager, DevOps Engineering role at ARC is designed to be thorough, collaborative, and reflective of the actual work you will do. You will typically begin with an initial recruiter screen to discuss your background, your interest in ARC, and your alignment with our core technical requirements. This is followed by a technical screening with a senior engineering leader, focusing heavily on your practical experience with AWS, Terraform, and CI/CD strategies.

If successful, you will advance to a comprehensive virtual or hybrid onsite loop. This stage involves multiple sessions with key stakeholders, including engineering peers, product managers, and senior leadership. You should expect a blend of deep technical architectural discussions, behavioral interviews focused on your management style, and scenario-based questions that test your ability to handle system outages, budget constraints, and team dynamics.

Our interviewing philosophy emphasizes real-world problem-solving over trivia. We want to see how you think, how you lead under pressure, and how you leverage data to make infrastructure decisions.

The visual timeline above outlines the typical progression of your interview stages, from the initial screen through the final leadership rounds. Use this to pace your preparation, ensuring you are ready to pivot between deep technical discussions and high-level strategic conversations as you move deeper into the process. Note that while the core stages remain consistent, the specific order of your onsite panel may vary based on interviewer availability.

5. Deep Dive into Evaluation Areas

To excel in your interviews, you must demonstrate proficiency across several core domains. Our process is designed to uncover your hands-on technical knowledge as well as your strategic leadership capabilities.

Cloud Infrastructure & Automation

At Airlines Reporting, our scale requires robust, automated, and highly optimized cloud environments. This area evaluates your hands-on expertise with our core technology stack and your ability to design resilient systems. Strong performance here means demonstrating a comprehensive understanding of cloud-native architectures and modern deployment strategies.

Be ready to go over:

• AWS Cloud Administration – Deep knowledge of AWS services, networking, security, and especially cost optimization and reporting.
• Infrastructure as Code (IaC) – Proficiency in using Terraform to provision, manage, and scale infrastructure predictably.
• CI/CD & Source Code Management – Advanced administration of Git, including branching, merging, and flow strategies to enable seamless continuous integration and deployment.
• Advanced concepts (less common) – Multi-region disaster recovery planning, advanced Kubernetes/container orchestration, and custom GitOps workflows.

Example questions or scenarios:

• "Walk me through a time you identified significant waste in an AWS environment. How did you optimize the costs without impacting performance?"
• "Explain your preferred Git branching strategy for a team deploying multiple microservices daily."
• "How would you structure your Terraform modules to ensure reusability and security across different product teams?"

Team Leadership & People Management

As the Manager, DevOps Engineering, you are responsible for the growth and operational output of your team. This evaluation area focuses on your emotional intelligence, coaching abilities, and recruitment strategies. A strong candidate will provide concrete examples of how they have built, mentored, and retained high-performing engineering teams.

Be ready to go over:

• Coaching & Development – How you identify skill gaps and provide your team with the tools and resources to learn new technologies.
• Performance Management – Your approach to setting goals, conducting one-on-ones, and handling underperformance.
• Agile & SDLC Integration – How you lead your team through the full Software Development Life Cycle within an Agile/Scrum environment.

Example questions or scenarios:

• "Tell me about a time you had to coach an engineer who was struggling to adapt to a new technology stack."
• "How do you balance the need for delivering new features with the necessity of paying down technical debt?"
• "Describe your process for interviewing and hiring new DevOps engineers. What specific traits do you look for?"

Operational Excellence & Incident Response

Downtime is not an option when processing billions of flight records. This area tests your ability to maintain system reliability, triage critical events, and establish preventative measures. Interviewers want to see that you can lead calmly during a crisis and communicate effectively afterward.

Be ready to go over:

• Event Triaging – Leading multiple resources through complex, high-severity incidents.
• After-Action Reports (AAR) – Your process for conducting blameless post-mortems and ensuring root causes are addressed.
• Non-Functional Requirements – Discovering and defining requirements around scalability, supportability, and recovery.

Example questions or scenarios:

• "Describe a recent Sev-1 incident you managed. How did you coordinate the triage, and what was the outcome of your after-action report?"
• "How do you ensure your team is not burnt out by on-call rotations and alert fatigue?"
• "When partnering with Solution Architects, how do you advocate for non-functional requirements like system observability?"