Product Analyst

Our product is used daily by cannabis retailers across the U.S. As a Product Analyst, you’ll work inside one of our product teams (eCommerce, Portal, or Marketing), helping them understand user behavior, define and track key metrics, and validate the impact of product changes.

You’ll be embedded in the team, partnering with product managers, engineers, and designers to frame decisions, run analyses, and design experiments. Your insights will shape product roadmaps and improve user experience across thousands of retailers.

Responsibilities

• Work directly with a product team (e.g. eCommerce, Portal, or Marketing) to support decision-making with data

• Define and track core product metrics, build dashboards, and monitor product performance

• Collaborate with PMs and designers to frame hypotheses, structure analyses, and run experiments (e.g. A/B tests)

• Conduct deep dives into product usage, user behavior, and feature performance

• Perform ad-hoc research and custom analyses to support questions from our largest clients and internal stakeholders

• Help improve instrumentation and event tracking, working with engineering and the analytics platform team

• Use and contribute to dbt models — validate metrics, trace lineage, and collaborate with analytics engineers

• Communicate insights clearly and concisely to both technical and non-technical audiences

• Contribute to shared metric definitions, documentation, and reporting standards

• Work with other analysts and the Product Analytics Lead to improve how we use data across teams

Requirements

• 4+ years of experience in product, marketing, or growth analytics

• Proficiency in SQL and experience working with BI tools (e.g. Metabase, Looker, Mode, Tableau)

• Experience performing ad-hoc analysis for external clients or customer success teams

• Familiarity with dbt and modern analytics workflows — or strong willingness to learn quickly

• Strong analytical thinking and ability to structure open-ended questions into clear, actionable analyses

• Experience working with event-based product data (funnels, retention, engagement, etc.)

• Experience designing and analyzing A/B tests

• Excellent written and spoken English — for cross-functional collaboration and client-facing analysis

• Strong communication skills — you know how to explain complex data simply and clearly

• Bonus: experience working in B2B SaaS or embedded analytics products

Why Sweed

• 🌍 100% Remote, flexible schedule

• 💸 Competitive USD comp (B2B)

• ⚡ Startup pace, direct influence on roadmap

• 🤝 Close partnership with Product, Eng, Ops