# Product Analyst
**Company:** [Substack](https://hotfix.jobs/companies/substack)
**Location:** San Francisco, CA
**Salary:** $95K-$225K
**Experience:** 4+ years
**Skills:** SQL, Snowflake, Periscope, ETL, A/B Testing, Cohort Analysis, Data Visualization, BI Tools, Product Analytics, Retention Analysis
**Posted:** 2026-04-28
> Analyzes product metrics, user growth, and experiments to inform product strategy and decisions. Partners with PMs, leadership, and engineers using advanced SQL, BI tools like Snowflake/Periscope, and growth frameworks. Requires 4+ years experience and strong product sense.
## Job Description
## Responsibilities
- Take ownership of continuously improving our understanding of the product, user base, growth trajectory, and state of play
- Proactively partner with PMs and company leadership to inform the long term, medium term, and short term strategy of your product area
- Help the team define useful metrics and set clear goals
- Share regular insightful updates with your team and across the company
- Proactively partner with engineers to invest in clean and thorough logging, ETL, and improving the ergonomics of our data

## Requirements
- 4+ years of experience as analyst or in a similar technical role
- Solid understanding of product growth concepts and frameworks (e.g. retention curves, cohort analysis, growth accounting)
- Advanced SQL knowledge, and familiarity with BI tools (we use **Snowflake** and **Periscope** every day)
- Strong data visualization and written/verbal communication skills — must be able to design legible dashboards and clearly convey the salient insights for any analysis
- Solid understanding of A/B test and experimentation concepts (proper test design, power calculation, post-hoc analysis, novelty effects, etc.)
- Strong product sense and intuition — a deep understanding of Substack’s product, user base, and market position is a must
- Ability to roll up your sleeves and do what needs to be done with limited resources and support

## Compensation
- Cash compensation salary range: **$95,000 - $225,000**
- Equity for all full time roles
- Exceptional benefits
**Apply:** https://hotfix.jobs/jobs/product-analyst-at-substack-b5810e51-9a1f-480d-8198-068dd50e04d5
**Canonical:** https://hotfix.jobs/jobs/product-analyst-at-substack-b5810e51-9a1f-480d-8198-068dd50e04d5