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bunch is building the operating infrastructure for private markets, combining AI-powered automation with regulatory expertise to replace fragmented processes with an integrated platform. The company has 4x'd ARR in 2025, crossed 150 fund managers and 12,000 LPs, and closed a $35M Series B in May 2026.
As the first Product Analyst dedicated to product decisions, you'll span both product and operations with direct input into the roadmap. Your responsibilities include: turning product bets into testable hypotheses with PMs and designing analyses that directly influence what gets built; understanding how fund managers and investors use bunch across onboarding, capital calls, and reporting to identify friction points; automating repeat analytical requests into self-service data products so PMs can answer common questions independently; and serving as a sounding board for the VP of Product and VP of Engineering on strategic decisions.
You'll work in a small analytics team with a lean tech stack (BigQuery, dbt, dlt, Lightdash, PostHog), high speed, and low bureaucracy. The role emphasizes real ownership—you decide and ship.
Required: 2+ years in product analytics at a B2B company, ideally fintech or investing. Strong SQL and dbt skills; PostHog or similar event-tracking experience is a bonus. You have solid statistical rigor, stakeholder management skills, and the ability to communicate insights in plain language. AI-native mindset to automate repetitive work and focus on interesting problems.
The company offers a customizable benefits package, 28 days vacation plus 2 company days, remote-flexible hybrid (3 days/week in office), up to 4 remote weeks annually, and a diverse team of 120+ from 40+ countries.
