Product Analyst positions focus on delivering results in their domain. This page aggregates open Product Analyst roles and what employers typically expect.
bunch https://www.bunch.capital/ is building the backbone of private markets. We are enabling next-gen fund operations with one integrated system that combines secure data infrastructure, AI-powered workflows and expert fund services. If you value ownership, growth through real responsibility, and working with a thoughtful, ambitious team, this role might be for you. YOUR ROLE As a (Senior) Product Analyst at bunch, you'll be the first analyst dedicated to product decisions, spanning both product and ops, with direct input into what we build next. You will: - Have real impact on the roadmap: turn product bets into testable hypotheses with PMs, design the analysis, and watch your read on the results actually change what we build - Understand our clients: dig into how fund managers and investors actually use bunch (onboarding, capital calls, reporting) and find exactly where they get stuck - Automate repeat requests: turn the questions you keep getting asked into data products PMs can answer themselves, so your time goes to the interesting problems - Work with real ownership: small analytics team, lean stack, high speed, low bureaucracy: you decide and you ship - Be a sounding board for leadership: you're who the VP of Product and VP of Engineering talk to before they commit to a decision. ABOUT YOU - Experience: 2+ years in product analytics at a B2B company, ideally fintech or investing - Technical: strong SQL and dbt; bonus points for PostHog or similar event-tracking experience - Statistics: if a number's not statistically sound, you say so, even when everyone wants it to be true - Stakeholder management: you work with PMs and leadership to define the metrics that matter - Communicator: you have strong communication skills with the ability to explain insights in plain language - AI-native: you automate the repetitive parts so you can focus on the interesting insights Our tech stack - Data warehouse: BigQuery - Transformation: dbt - Data ingestion: dlt - BI / visualization: Lightdash - Event tracking: PostHog WORKPLACE & BENEFITS - Customizable benefits package (wellbeing, sport, mobility, food, and more) - 28 days of vacation, plus 2 company days and local public holidays - Remote-flexible hybrid (3 days/week in office) - Up to 4 remote calendar weeks a year - A great tech and work setup - Work with a diverse team of 120+ bunchies from 40+ countries, with leaders who are best-in-class in their domains HIRING PROCESS 1. Screening Interview (30 min) 2. Deep-Dive Interview (75 min): your track record and how you work 3. Case Study (45 min): a real bunch problem 4. Final Round (30 min): culture, growth, and strategic fit Questions? Reach out to Recruiting@bunch.capital http://bunch.capital CURIOUS TO LEARN MORE? Get a feel for who we are, how we work, and what we're building: - About bunch https://www.bunch.capital/about: our mission, product, and journey so far - Case Studies https://www.bunch.capital/case-studies: about those who already build on bunch - Gathering insights https://www.bunch.capital/blog: our latest bunch of blog posts - Glossary https://www.bunch.capital/private-markets-glossary: explore commonly used private market terms About bunch bunch is building the operating infrastructure for the next generation of private markets. We combine AI-powered automation with deep regulatory expertise to replace fragmented spreadsheets and manual processes with one integrated platform across the fund lifecycle, purpose-built for private markets heading toward $32 trillion in Assets Under Management. We've 4x our ARR in 2025, crossed 150 fund managers and 12,000 LPs on the platform, and just closed our $35M Series B in May 2026. We're looking for ambitious people who want real ownership of hard problems, and who care about building infrastructure that actually matters to the people using it. ____ At bunch, we're committed to an inclusive environment where diversity is valued and celebrated. We provide equal opportunities to a…