Full Stack Engineer - Product Analytics
GMT +0 to GMT +2
PostHog is the open source Product OS - it's a suite of product and data tools, built on the modern data stack. We provide product analytics, session recording, feature flags, A/B testing, event pipelines and a data warehouse. PostHog can be deployed to the cloud, or self-hosted on existing infrastructure, removing the need to send user data to a 3rd party.
PostHog was created as an open source project during Y Combinator's W20 cohort and had the most successful B2B software launch on HackerNews since 2012 - with a product that was just 4 weeks old. Since then, more than 10,000 companies have installed the platform, we've had huge success with our paid upgrades, and we have raised $27m from some of the world's top investors, and have shown strong product-led growth - 97% driven by word of mouth.
Despite the 📉 tech market, we're default alive and doing better than ever!
We've been averaging >20% monthly revenue growth and we didn't raise a huge / now-overpriced round in 2021. While others are focused on layoffs and struggling to grow into huge valuations, we're focusing on an awesome product for end users, hiring (a handful of) exceptional team members and seeing fantastic increases in revenue as a result.
What you’ll be doing
We are looking for someone to take our analytics capabilities to the next level. You will be working with our super talented Product Analytics small team to iteratively build the next generation of our analytics backbone.
You’ll be mainly working with ClickHouse and Python, making sure all our queries are “Web Scale”, and that our users are happy. You will help us build HogQL, our own wrapper around ClickHouse SQL. More generally, you’ll proactively work to make our analytics best in class.
If you want to see for yourself exactly the kinds of projects you would be working on, check out:
Speed up trends queries by reducing data streamed between shards
Adding a custom AST parser to support formulas in events tables
About our engineering teams
Engineers work across one of our small teams. Our main product-focused engineering teams are Product Analytics, Session Recording, and Experimentation. We usually hire for all three teams, and then decide where individual people will work the best. We also give people the opportunity to move across teams, to make sure they get to work on different problems and learn new skills.
We work on a two week sprint basis and we give everyone in the team the opportunity to suggest what they want to build, in order to have the biggest impact on our customers. Engineers are given real ownership of what they want to focus on, and they are responsible for tests, user feedback, and tracking.
You will be working directly with our customers - we have a weekly support hero, who is in charge of all customer questions and inquiries that week. We also have a thriving user Slack group and we receive PRs from users every week.
The technical challenge is designing a highly scalable product right out of the box when deployed on premise, supporting a wide breadth of features that give users superpowers, and enabling an ecosystem of contributors and apps from anyone in the world.
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.
You have experience building high-performance data systems.
You move fast, have a strong bias for impact and don’t shy away from stepping on toes.
Nice to have
You've worked in a high-growth SaaS company and/or analytics product.
If this sounds like what you’d love to be doing, we can’t wait to hear from you. If you’re not sure that you exactly fit the above criteria, get in touch anyway. Alignment with our values is just as important as experience! 🙏
We have a set system for compensation as part of being transparent. Salary varies based on location and level of experience.
Location (based on market rates)
The benchmark for each role we are hiring for is based on the market rate in San Francisco.
We pay more experienced team members a greater amount since it is reasonable to expect this correlates with an increase in skill
We hire into the Established step by default and believe there's a place to have incremental steps to allow for more flexibility.
- Generous, transparent compensation & equity
- Unlimited vacation (with a minimum!)
- Two meeting-free days per week
- Home office
- Coworking Credit
- Medical, Dental and Vision Insurance
- Training budget
- Access to our Hedge House
- Carbon offsetting
- 401k/pension contributions
- Spill mental health chat
- Company offsites
Get more details about all our benefits on the Careers page.
Your team's mission and objectives
Makers everywhere get better at building products because of PostHog
Q1 2023 Goals
Objective 1: Ship PostHog 3000 UX. 10 happy ICP beta customers.
Why? Subjectively, we believe there are many UI/UX improvements to make it a tool that product engineers love.
- We have shipped the core elements of PostHog 3000 that we believe are most impactful. This can be tabs, dark mode, a new query editor. TBD
- (Likely Q2) Ship notebooks - making it seamless to explore product questions in PostHog. Build with 5 happy beta customers
- Why? This should enable faster and more structured data exploration. The data exploration work this quarter unlocks this as a key workflow.
Objective 2: Make PostHog performance frustration free for our 10 largest customers
- Key results:
- For top 10 US&EU clients p95 of dashboard load time <5s
- For top 10 US&EU clients p95 of insight load time <5s
- Rough roadmap
- Some sample projects: rethinking timeouts, data sampling, re-schemaing. TBD
- Create plan for handling 10x larger customer and increasing redundancy from only Karl
Objective: Systematically prevent regressions across PostHog Part 2
- Why? A number of users (including Simon and Cameron during demos) often experience regressions when using PostHog. This damages the experience and is problematic for the $20k+/year ICPs we are targeting
- Key results:
- There are no demos that are interrupted by bugs
- There are no known ways of combining query options in a way that fails (query tests)
- Create a dashboard that tracks product quality in an objective way
- Other ideas:
- Automated rollout (internal, beta, hobbyists, paying then ICP)? Automated testing? Visual regression testing? QA tester? Proper issue tracking and triaging system? Create a system for triaging bugs and solving them?
We do 2-3 short interviews, then pay you to do some real-life (or close to real-life) work.
Application(You are here)
Our talent team will review your application to see how your skills and experience align with our needs.
Culture interview30-min video call
Our goal is to explore your motivations to join our team, learn why you’d be a great fit, and answer questions about us.
Technical interview45 minutes, varies by role
You'll meet the hiring team who will evaluate skills needed to be successful in your role. No live coding.
PostHog SuperDayPaid day of work
You’ll join a standup, meet the team, and work on a task related to your role, offering a realistic view of what it’s like working at PostHog.
OfferPop the champagne (after you sign)
If everyone’s happy, we’ll make you an offer to join us - YAY!
(Now for the fun part...)
Just fill out this painless form and we'll get back to you within a few days. Thanks in advance!
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