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.

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