Product Data Analyst (Subscription model)

Description At MEDvidi, we are building a modern mental healthcare platform in the US, helping patients access care faster and more affordably. We are looking for a Product Data Analyst to join the Patient Journey team and help us make data-driven decisions across key user flows - from subscription adoption and booking/payment experience to retention and overall patient engagement within the platform. During the first several months in the role, a key focus will be helping us strengthen the metrics framework around our subscription model: understanding how the current flow works, defining the right North Star and supporting metrics, identifying growth opportunities, designing A/B tests, and building dashboards that help the team monitor product performance and make better decisions. This is a hands-on analytics role with a strong product focus. We are looking for someone who can work with ambiguity, challenge assumptions, connect data with user behavior, and explain why a certain metric, test design, or product decision makes sense. Requirements - 3+ years of hands-on experience as a Product Analyst / Data Analyst working closely with product teams. - Strong experience with B2C product analytics, ideally in subscription, marketplace, consumer app, booking, fintech, gaming, healthtech, edtech, or similar user-facing products. - Strong SQL skills, including ability to work with complex queries and understand existing data logic. - Strong Python skills for analytical work: Pandas/Jupyter, data investigation, validation, and structural analysis. - Experience designing or analyzing A/B tests, including primary metrics, guardrail metrics, trade-offs, MDE/sample size considerations, and interpretation of results. - Ability to define and challenge product metrics, not just report numbers. - Strong product intuition: ability to connect metric changes with user behavior, funnel logic, business context, and possible risks outside the immediate flow. - Experience working with incomplete data, ambiguous tasks, and non-perfect documentation. - Ability to independently investigate problems, generate hypotheses, validate them with data, and clearly explain the reasoning behind decisions. - Experience building dashboards in BI tools, preferably Tableau. - Fluent Russian; English level B2 or higher. - Ability to work CET-overlapping hours and readiness for B2B model. Nice to Have: - Experience with subscription products or subscription adoption/retention metrics. - Experience building a metrics framework or metrics pyramid from scratch. - Experience with patient journey, booking, payment, onboarding, acquisition, retention, or monetization flows. - Experience in startup / scale-up environments. - Experience challenging product decisions with data and influencing PMs or stakeholders. Responsibilities - Develop and evolve the metrics framework for MEDvidi’s subscription model, including North Star and supporting metrics. - Analyze user behavior across acquisition, booking, payment, subscription, and appointment flows to identify growth opportunities and product risks. - Design, evaluate, and interpret A/B tests, including primary metrics, guardrails, trade-offs, and statistical limitations. - Partner closely with Product Managers and cross-functional teams to support data-driven product decision-making. - Investigate ambiguous product problems, generate hypotheses, validate them through data, and clearly communicate findings and recommendations. - Build dashboards and monitoring systems that help teams track product performance and make informed decisions. - Work with existing SQL models and analytical logic, validate metric consistency, and improve analytical reliability. - Connect changes in product metrics with broader user behavior and business context, not only within a single funnel step. - Challenge assumptions and contribute analytical perspectives during product discussions and prioritization. - Collaborate with analysts and stakeholders to improve experimentation quality and product analytics maturity. Why Join Us - Meaningful healthcare product helping patients across the US. - Fully remote, long-term B2B collaboration with compensation in USD. - Fast-moving startup environment with high ownership and minimal bureaucracy. - Product-driven culture with real influence on product and growth decisions. - Career development and growth opportunities. - Strong cross-functional collaboration across Product, Design, Engineering, and Analytics. - Paid vacation, wellness days, and sick leave. - Sports & wellness compensation. - Personalized English lessons via Preply. Ready to make an impact? Send us your profile - let's build something meaningful together.