(Senior) Product Analyst (f/m/d)

bunch 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.

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.

• 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

• 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

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 [email protected]

Get a feel for who we are, how we work, and what we're building:

• About bunch: our mission, product, and journey so far

• Case Studies: about those who already build on bunch

• Gathering insights: our latest bunch of blog posts

• 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.

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At bunch, we're committed to an inclusive environment where diversity is valued and celebrated. We provide equal opportunities to all qualified applicants.

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