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Backend Engineer - Feature Flags

Help us to increase the number of successful products in the world!

About PostHog

We’re equipping every developer to build successful products by giving them a suite of products to analyze, test, observe, and deploy new features. We currently offer product and web analytics, session replay, feature flags, experiments, a CDP, SQL access, a data warehouse, and LLM observability… and there’s plenty more to come.

PostHog was created as an open-source project during Y Combinator's W20 cohort. We had the most successful B2B software launch on HackerNews since 2012 with a product that was just 4 weeks old. Since then, more than 100,000 companies have installed the platform. We've had huge success with our paid upgrades, raised bags of money from some of the world's top investors, and have extremely strong product-led growth – 97% driven by word of mouth. 

We're growing quickly, but sustainably. We're also default alive, averaging 10% monthly revenue growth and with more than $20m ARR. We're staying focused on building an awesome product for end users, hiring a handful of exceptional team members, and seeing fantastic growth as a result.

What we value

  • We are open source - building a huge community around a free-for-life product is key to PostHog's strategy.

  • We aim to become the most transparent company, ever. In order to enable teams to make great decisions, we share as much information as we can. In our public handbook everyone can read about our roadmap, how we pay (or even let go of) people, what our strategy is, and who we have raised money from. We also have regular team-wide feedback sessions, where we share honest feedback with each other.

  • Working autonomously and maximizing impact - we don’t tell anyone what to do. Everyone chooses what to work on next based on what is going to have the biggest impact on our customers.

Solve big problems - we haven't built our defining feature yet. We are all about acting fast, innovating, and iterating.

Who we’re looking for

We're seeking a high-performance API engineer who thrives on the challenge of building systems that need to respond in single-digit milliseconds at scale. You're the type of engineer who gets excited about shaving microseconds off response times and designing elegant, efficient systems that can handle millions of requests per minute without breaking a sweat.

The ideal candidate has experience with high-throughput, low-latency services similar to:

  • Real-time bidding platforms

  • Payment processing systems

  • Recommendation engines

  • Authentication services

  • Content delivery networks


You're not just a performance optimizer - you care deeply about clean architecture, observability, and creating APIs that developers love to use. You understand that in the feature flags world, your code is in the critical path of every customer's user experience, and you take that responsibility seriously.

What makes this role unique

Unlike many high-scale API engineering roles where you're maintaining a small part of a massive system, at PostHog you'll:

  • Own the entire service from end-to-end: Design, build, deploy, and scale the complete feature flags evaluation engine.

  • Build in the hot path with real impact: Your code runs in the critical path of our customers' applications, making a direct impact on their user experience.

  • Start from first principles: Scale up new services from the ground up rather than just maintaining existing infrastructure.

  • Set your own performance targets: You won't be constrained by other teams' requirements - you'll define and own the latency goals that make our customers successful.

  • See immediate results: Deploy optimizations and see the impact on performance metrics in real-time.

  • Work with cutting-edge tech: Our evaluation engine is written in Rust for maximum performance, while our application layer uses Python/Django.

What you'll be doing

Our team is based in Seattle, but we embrace remote work and are open to candidates in PST through CET time zones. You'll collaborate with a distributed team that's passionate about building world-class developer tools.


We're growing very quickly at PostHog, and our Feature Flags service is scaling rapidly. You'll be responsible for building and maintaining our feature flags evaluation engine that makes complex decisions based on person/group properties at high speed and scale.


We recently rewrote the service in Rust and are working on adding new targeting features and continuing to improve the latency. You'll be working on a critical part of our infrastructure that customers rely on for real-time feature delivery. One day, you'll be making high-level architecture decisions, the next you'll be optimizing a performance bottleneck that slashes latency by 50%, and the day after you'll work directly with customers to implement complex targeting rules that meet their specific needs.

Requirements

  • Experience with any systems programming language and/or backend web frameworks. We use Python and Rust a lot–our app is written in Django, and the flags evaluation API is written in Rust–so experience in those languages is a plus, but not required

  • You have experience building systems that handle high volumes of requests/data (millions+ per minute)

  • You can choose a sensible architecture quickly, and then ship it faster than other people think is possible

  • Strong understanding of performance optimization techniques, caching strategies, and distributed systems principles

Nice to have

  • Experience with feature flag systems or similar real-time decision engines

  • You've carried a pager and have dealt with incidents

  • You're comfortable with provisioning and deploying infrastructure

  • Experience with benchmarking and profiling tools

  • Knowledge of observability systems and practices


We believe people from diverse backgrounds, with different identities and experiences, make our product and our company better. That’s why we dedicated a page in our handbook to
diversity and inclusion. No matter your background, we'd love to hear from you! Alignment with our values is just as important as experience! šŸ™


Also, if you have a disability, please let us know if there's any way we can make the interview process better for you - we're happy to accommodate!

Benefits

What we offer in return:

#LI-DNI

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CEO of PostHog
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James Hawkins
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What You Should Know About Backend Engineer - Feature Flags, PostHog

At PostHog, we’re on a mission to equip every developer with the tools they need to build successful products! That's why we're thrilled to offer the role of Backend Engineer for our Feature Flags team. While we operate in a fully remote environment, we currently welcome candidates within the GMT-8 to GMT+2 time zones. As a Backend Engineer, you'll dive into the world of high-performance API development, tackling challenges that enhance our feature flags evaluation engine. With a focus on clean architecture and observability, you'll not only optimize performance to handle millions of requests per minute but also ensure a seamless user experience for our customers. You’ll be designing, building, and scaling our services from the ground up, empowering you to set your own performance targets and see immediate results from your work. At PostHog, we value transparency and innovation, offering you the autonomy to make critical architecture decisions and deliver impactful solutions. If you thrive in a fast-paced environment where you can experiment with cutting-edge technology, including Rust and Python, we want to hear from you! Can you imagine the thrill of deploying optimizations that reduce latency by 50%? If you have a track record of building high-throughput systems and a passion for performance, join us to make a real difference in the developer community!

Frequently Asked Questions (FAQs) for Backend Engineer - Feature Flags Role at PostHog
What are the main responsibilities of a Backend Engineer at PostHog?

As a Backend Engineer in the Feature Flags team at PostHog, your main responsibilities include designing, building, and deploying our feature flags evaluation engine, ensuring it operates at high speed and reliability. You'll be optimizing performance, working on real-time decision-making systems, and collaborating with customers to implement targeting rules that enhance their user experience. Additionally, you’ll have the chance to work with modern technologies like Rust and Python while contributing to a fast-paced, innovative environment.

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What qualifications do I need to become a Backend Engineer at PostHog?

To qualify for the Backend Engineer position at PostHog, it’s important to have experience in systems programming and familiarity with backend web frameworks, particularly Python and Rust. You should also have a proven track record of building high-volume request systems and a solid understanding of performance optimization techniques. Additionally, a passion for creating clean architecture and observability practices is essential for making a significant impact in this role.

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How does the remote work policy affect the Backend Engineer role at PostHog?

PostHog embraces a fully remote work culture, allowing you the flexibility to work from anywhere within the GMT-8 to GMT+2 time zones. This policy promotes a work-life balance and fosters a diverse team environment. As a Backend Engineer, you’ll collaborate with colleagues across different regions, leveraging digital tools to communicate and share ideas effectively.

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What technologies will I use as a Backend Engineer at PostHog?

In the Backend Engineer role at PostHog, you'll utilize a range of technologies, primarily focusing on Rust for performance-intensive components and Python/Django for application layers. You will be working with advanced performance optimization techniques and potentially engaging with benchmarking and profiling tools. This role offers a unique opportunity to gain hands-on experience with cutting-edge technology while directly impacting the company's feature flags service.

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Can you describe the team culture at PostHog for Backend Engineers?

The culture at PostHog for Backend Engineers is built around transparency, autonomy, and continuous improvement. The company values open communication, where team members share ideas and feedback regularly. You'll be encouraged to take ownership of your projects and define your own performance goals, fostering an environment of innovation. The diverse team, based globally, is passionate about building exceptional developer tools, and you will be part of that mission!

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Common Interview Questions for Backend Engineer - Feature Flags
What strategies do you employ to optimize the performance of backend systems?

To optimize the performance of backend systems, I focus on identifying bottlenecks using profiling tools, implementing efficient caching strategies, and refining database queries. Prioritizing clean architecture also allows for easier maintenance and scalability. Given my experience, I'm adept at choosing the right architecture for high-throughput systems and swiftly translating that vision into actionable implementations.

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Can you explain your experience with Rust and Python in backend development?

I have hands-on experience using Rust to build high-performance components, particularly focusing on low-latency requirements. In Python, I've developed REST APIs using Django, ensuring security and efficiency. Understanding both languages allows me to leverage their strengths in a mixed technology stack, particularly where performance is critical, such as in feature flags.

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Describe a time when you successfully handled a high-traffic scenario?

In a previous role, I encountered a spike in user requests during a major product launch. To manage this, I analyzed performance metrics to identify bottlenecks and implemented a caching layer that reduced server load significantly. This experience not only taught me about the importance of scalability but also how to remain calm under pressure while delivering solutions expediently.

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How do you approach designing an API for a feature flags service?

Designing an API for a feature flags service involves understanding both user needs and backend requirements. I prioritize RESTful principles, ensuring endpoints are intuitive. Key features would include efficient access for querying flags and user segments. Additionally, I would focus on performance metric integration to monitor how API changes impact user experiences in real-time.

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What role does observability play in backend engineering?

Observability is crucial in backend engineering as it provides insights into system performance and user behavior. It allows for proactive monitoring and troubleshooting of issues. I implement logging and tracing to gather metrics that inform performance optimizations and help maintain high availability and reliability within the services I build.

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How do you ensure clean architecture in your projects?

To ensure clean architecture, I adhere to principles such as separation of concerns, modularity, and dependency inversion. This minimization of code coupling allows for easier updates and testing processes. Consistent use of design patterns also aids in making the system understandable and scalable, a practice I incorporate from the outset of any project.

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What experience do you have with real-time decision engines?

I have experience building real-time decision engines where response time is critical. I focused on efficient data handling and swift processing algorithms to ensure that decisions are made within milliseconds. This involves integrating high-speed data pipelines and employing caching strategies to optimize access to frequently used data.

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Have you ever dealt with a system incident? How did you handle it?

Yes, I’ve faced system incidents where performance degraded unexpectedly. In such cases, I quickly gather logs and metrics to assess the situation, rolling back changes if necessary. Clear communication with stakeholders to manage expectations is crucial, and once resolved, I conduct a post-mortem to implement learnings and prevent future occurrences.

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How do you prioritize tasks when managing multiple projects?

I prioritize tasks based on their impact on user experience and business goals. Using a Kanban or Agile methodology aids in visualizing workflows. I also ensure to maintain clear communication with stakeholders to set expectations if timelines need adjustment, ensuring that project goals align with high-priority tasks.

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Why do you want to work as a Backend Engineer at PostHog?

I am excited about the opportunity to work at PostHog because of its commitment to transparency and innovation in product development. The chance to take ownership of impactful projects, particularly in a fully remote team that values autonomy and collaboration, aligns perfectly with my career goals. I am passionate about building tools that developers love and believe I can contribute significantly to PostHog’s mission.

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PostHog is increasing the number of successful products in the world. We do that by providing a platform for open-source product analytics. This helps software teams understand user behaviour. We took part in Y Combinator’s W20 cohort, and had...

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Full-time, remote
DATE POSTED
April 9, 2025

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