Harvey Site Reliability Engineer interview questions & guide 2026

The provided salary data reflects the competitive compensation structure for Site Reliability Engineer roles at Harvey, varying by seniority and location. Candidates should use these ranges to understand the market value associated with their specific level—ranging from Senior to Staff—and to align their expectations regarding the high degree of responsibility and expertise required for these positions.

Interviewing at Harvey is a rigorous process designed to assess both your technical mastery and your ability to operate in a high-growth, high-impact environment. The following questions represent common patterns observed in our technical evaluation, focusing on your ability to solve complex infrastructure problems.

Distributed Systems and Infrastructure

These questions test your fundamental understanding of building and maintaining scalable, fault-tolerant architectures.

• How would you design a highly available service that handles bursty traffic from multiple AI agents?
• Explain the trade-offs between different consistency models in a distributed database.

Preparation for Harvey requires a shift from theoretical knowledge to practical application. We value engineers who can explain not just how a system works, but why specific trade-offs were made.

Role-related knowledge – You must possess deep expertise in modern cloud-native technologies and distributed systems. Interviewers will look for evidence of your experience with container orchestration, observability platforms, and CI/CD pipelines. Be prepared to discuss the specific technical challenges you have solved in high-scale environments.

Problem-solving ability – We look for candidates who can take an ambiguous, complex problem and break it down into manageable, logical parts. Focus on structured communication; clearly articulate your assumptions, the trade-offs you are considering, and the rationale behind your final design decisions.

Leadership and Influence – As a Site Reliability Engineer, you will often act as a force multiplier for other engineering teams. You must demonstrate how you communicate technical risks to stakeholders and how you foster a culture of reliability throughout the engineering organization.

The interview process at Harvey is structured to be comprehensive and collaborative, reflecting our commitment to hiring top-tier talent. You will typically move through a series of technical deep-dives, architectural design sessions, and behavioral interviews. The pace is designed to be efficient but thorough, ensuring that both you and our team have enough data to make an informed decision.

We prioritize a candidate experience that is transparent and respectful of your time. You will speak with peers, potential managers, and cross-functional partners to get a holistic view of the role. Our philosophy is rooted in assessing potential, technical depth, and alignment with our mission to build reliable, high-impact software.

This visual timeline illustrates the typical progression from initial screening to final assessment. Use this to pace your preparation, ensuring you have allocated enough time to brush up on both your system design fundamentals and your behavioral stories before the later-stage rounds.

System Design

We evaluate your ability to design resilient, scalable systems that can support our growing product suite.

Be ready to go over:

• Load Balancing and Traffic Management – Strategies for distributing requests and handling traffic surges.
• Data Persistence – Choosing the right storage layer for different access patterns.
• Fault Tolerance – Designing for failure and implementing graceful degradation.

Example scenarios:

• "Design a logging and monitoring system for a distributed AI application."
• "How would you handle a database partition event in a multi-region setup?"

Operational Excellence

This area tests your commitment to reliability through automation, monitoring, and proactive engineering.

Be ready to go over:

• Observability – Defining SLIs, SLOs, and SLAs that accurately represent user experience.
• Incident Management – Your role in on-call rotations and blameless post-mortems.
• Automation – Reducing toil through scripts, CI/CD pipelines, and configuration management.

Example scenarios:

• "How do you define an SLO for a feature that is still in rapid development?"
• "Describe a time you discovered a latent bug before it caused a production incident."

As a Site Reliability Engineer at Harvey, you are the guardian of our production systems. Your day-to-day work involves more than just monitoring; it is about building the platforms that allow our product engineers to move fast without breaking things. You will spend significant time designing and implementing infrastructure automation that reduces manual toil, ensuring that we spend our energy on high-value engineering rather than repetitive maintenance.

You will collaborate closely with product engineering teams to define and meet service-level objectives, ensuring that our AI models are performant and available. This includes participating in on-call rotations, where you will lead the response to production issues, perform root cause analyses, and drive the long-term fixes that prevent recurrence. You will be a key stakeholder in capacity planning, ensuring our infrastructure keeps pace with the rapid adoption of Harvey products.

We look for candidates who combine strong engineering fundamentals with a pragmatic approach to reliability.

• Must-have skills – Proficiency in at least one major cloud provider, deep experience with container orchestration (e.g., Kubernetes), and a strong background in Infrastructure as Code (e.g., Terraform).
• Experience level – A track record of managing complex, distributed systems at scale. Senior and Staff roles require demonstrated experience leading major infrastructure initiatives and mentoring junior engineers.
• Soft skills – Exceptional communication skills, especially the ability to explain complex technical risks to non-technical stakeholders, and a collaborative spirit that thrives in high-growth environments.
• Nice-to-have skills – Experience with AI/ML infrastructure, specifically optimizing GPU clusters or high-latency inference pipelines, is highly advantageous.

Q: How long does the interview process typically take? The timeline varies, but most candidates complete the process within 3 to 5 weeks. We aim to move as quickly as possible while ensuring a thorough assessment.

Q: What is the most common reason candidates do not move forward? The most common factor is a lack of depth in system design or an inability to articulate the "why" behind their technical choices. Be ready to defend your architectural decisions.

Q: Does Harvey support remote work? Our roles are typically based in our offices to foster high-bandwidth collaboration, though specific team arrangements can vary. Please discuss your location needs with your recruiter.

Q: What differentiates a successful candidate? Successful candidates demonstrate a "product-first" mindset. They understand that reliability is not an end in itself, but a means to provide a better, more secure experience for our legal-tech users.

• Structure your answers – Use the STAR method (Situation, Task, Action, Result) for behavioral questions to keep your responses focused and impactful.
• Focus on the "why" – When discussing past projects, explain the trade-offs you made. For example, why did you choose one database over another?
• Be honest about failures – We value learning. When discussing an outage or a mistake, focus on what you learned and how you improved the system afterward.
• Prepare for the whiteboarding – Practice sketching out system architectures on a whiteboard or digital tool; clarity in your diagrams is just as important as the logic behind them.

The Site Reliability Engineer position at Harvey is an opportunity to build the infrastructure that will define the future of legal technology. Your expertise will directly influence the stability and performance of AI tools that are changing how the world works. By focusing on your core strengths in distributed systems, incident management, and automated infrastructure, you can demonstrate the high-level engineering maturity we are looking for.

Prepare thoroughly by reviewing your past technical challenges and being ready to articulate your decision-making process. You can explore additional interview insights, practice questions, and preparation resources on Dataford to sharpen your skills before your first meeting. We are excited to learn more about your experience and how you can help us scale our vision.

The compensation data provided above offers a baseline for understanding the market value of the Site Reliability Engineer role at Harvey. Candidates should use these figures as a reference point, keeping in mind that total compensation often includes equity and benefits, and that final offers are commensurate with individual experience and seniority.