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XO Life logoXO Life

Founding Product Analyst (all)

Munich, Bavaria, Germany · Remote OK

Senior$15M raised

Who we are looking for We are looking for a Founding Product Analyst to help build a true self-serve analytics layer on top of our rich data lake (pull numbers, validate what changed, reconcile conflicting logic, and exp…

Skills: SQL, Snowflake, Superset, Python, Product Analytics

XO Life logo

Founding Product Analyst (all)

XO Life

Munich, Bavaria, Germany • Remote OK

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  • Full-time
  • Best IT Equipment, Regular Team Events, 100% Remote Work
  • Posted 11d ago
  • ~40 hrs/week

Responsibilities

The role involves building and owning the product analytics infrastructure, focusing on creating a self-serve analytics layer using Snowflake and Superset. You will design tracking for new features, maintain reporting flows, and automate manual data processes for stakeholders.

Requirements

Requires 5+ years of experience in product or data analytics with strong proficiency in SQL, Snowflake, and Python. Candidates must have experience designing product tracking and the legal right to work in the European Union.

Full job description

Who we are looking for

We are looking for a Founding Product Analyst to help build a true self-serve analytics layer on top of our rich data lake (pull numbers, validate what changed, reconcile conflicting logic, and explain why the same metric looks different across reports). As our Founding Product Analyst, you will be the dedicated owner building that foundation. You will work across Snowflake, Superset, Python, APIs, and Google Sheets to make our product data easier to access, easier to trust, and easier to use.

That means both improving the underlying processing layer and keeping critical reporting running — from product dashboards to investor, client, and internal reporting.

This is a hands-on individual contributor role. You will not manage a team. You will be expected to balance day-to-day requests, recurring reporting, tracking design, and deeper infrastructure work that moves us from manual glue work toward a more scalable and trusted analytics setup.

Your mission

  • Own product analytics infrastructure across the current stack: Snowflake, Superset, lightweight Python workflows, APIs, and Google Sheets.
  • Build and extend the processing layer in Snowflake so downstream reporting and analysis become simpler, more reusable, and less fragile.
  • Create self-serve analytics for Product and business stakeholders despite imperfect tooling, especially in Superset.
  • Design tracking for new features by defining events, properties, and measurement requirements together with Product and Engineering.
  • Maintain and update tracking and downstream reporting when product changes, schemas shift, or old logic breaks.
  • Reconcile conflicting numbers across tools, reports, and source logic and create clearer metric definitions that stakeholders can trust.
  • Own recurring reporting flows including product reporting, internal reporting, investor reporting, and client-facing reports/dashboards.
  • Automate manual reporting work wherever possible, while being pragmatic about stakeholder needs, including outputs in Google Sheets or other non-standard formats.
  • Run ad-hoc investigations and special analyses when dashboards are not enough, including pulling data from alternative sources or APIs when needed.
  • Document the existing analytics and reporting setup so knowledge is not trapped in one person’s head.
  • Identify tracking, schema, and instrumentation gaps proactively and work with Engineering to reduce reporting breakage over time.
  • Help shape the next generation of the stack, including evaluating and leading the rollout of a modern product analytics platform such as Amplitude.

What Success Looks Like

  • PMs and stakeholders can answer more questions themselves without constantly depending on ad-hoc analyst support.
  • Core product metrics are clearly defined, trusted, and easier to trace back to source logic.
  • Existing critical reporting keeps running reliably, even as product structures and schemas evolve.
  • Manual investor, client, and internal reporting is progressively reduced or simplified.
  • The Snowflake processing layer becomes more structured, documented, and maintainable.
  • Tracking quality improves, and new product changes are less likely to silently break downstream reporting.
  • The company has a credible path from today’s manual setup toward a stronger product analytics stack and tooling model.

Your background

  • 5+ years of experience in product analytics, data analytics, or a similar hands-on role.
  • Strong working knowledge of SQL and Snowflake or a similar cloud warehouse environment.
  • Experience building intermediate processing tables, reusable data models, or data marts for downstream analytics.
  • Strong BI experience, ideally with Superset, and/or tools such as Tableau, Looker, or Power BI.
  • Comfortable with basic scripting in Python for analytics tasks, including pandas, JSON handling, simple scripts, and API-based data pulls.
  • Experience designing and maintaining product tracking for features, events, properties, funnels, and retention metrics.
  • Ability to debug broken reporting logic when schemas, instrumentation, or source systems change.
  • Experience handling recurring reporting and keeping important reporting streams operational under imperfect conditions.
  • Comfort using Google Sheets as a stakeholder-facing output surface when needed, even if it is not the ideal long-term solution.
  • Strong understanding of product metrics such as feature usage, engagement, drop-off, funnels, cohorts, and retention.
  • Strong communication and judgment: you can clarify ambiguous requests, align on definitions, and explain trade-offs clearly.
  • Comfortable as a solo IC in a startup environment, including being a temporary bottleneck for important reporting while building better structure.

Nice to Have

  • Experience with Amplitude, Mixpanel, PostHog, or similar product analytics tools.
  • Experience with version-controlling reporting queries and scripts in Git or a similar workflow.
  • Familiarity with data ingestion flows, pipeline monitoring, or being able to inspect how data gets into the warehouse when something breaks.
  • Experience in GDPR-sensitive or regulated environments, ideally health-related.
  • Experience automating client-facing or external reporting across repeated reporting cycles.
Please note: you must have the legal right to live and work in the European Union (EU). Applications from candidates residing outside the EU cannot be considered.

Why us?

  • Top Tech company in Digital Health: Work in a fast-growing, innovative environment where your impact is visible.
  • True impact in healthcare: Contribute to a unique platform with the potential to improve health for millions.
  • International team: Join colleagues from 14+ nationalities, united by a shared vision.
  • 100% remote with best IT equipment: Enjoy full remote work, regular team events, and top-notch equipment.

Hiring Process

  • Recruiter screening
  • Conversation with CPO
  • Conversation with CTO
  • Panel with Product & engineering team
  • Decision

About us

Do you want to work for one of the leading Digital Health Scaleups in Germany and Europe?

XO Life is developing the meta platform brite designed for patients, healthcare representatives and pharmaceutical companies to interact regarding everyday care. Currently, patients mainly consult platforms like Google, Facebook, and Instagram for information search and social exchange due to the lack of a dedicated, highly engaging health platform.

Our mission: Our brite platform is there to enable all pharma companies but also healthcare institutes to offer their patients a state-of-the-art digital product or therapy companion. This all-in-one platform eliminates the need for patients to download a new app for every new drug or treatment, but to have a super health app for self management.

XO Life is recognized as a leading Digital Health Scaleup in Germany and Europe and a top tech newcomer by the German Federal Ministry of Economics and Technology. We work with 30+ pharma manufacturers, spanning from market leaders, SMEs, and RX, OTC, and Medical Device manufacturers across over 30 indications. Building on this success, we're also expanding the platform internationally.

If this sounds exciting to you and you want to be part of this great vision, please apply below and join us in our mission to improve the lives of millions of patients globally!

Related keywords

Product AnalyticsSnowflakeSupersetSQLPythonAmplitudeMixpanelPostHogData LakeData MartsPandasJSONGitGDPRDigital HealthHealthcare

About XO Life

LinkedInVisit site

Building brite™, the patient-pharma platform turning therapy support into real-world evidence 🌎

Industry
Hospitals and Health Care
Company size
11-50 employees
Founded
2021
Headquarters
Munich, Bavaria
LinkedIn followers
3,586
Total funding
$15M

Every year, pharmaceutical and MedTech companies invest billions developing therapies that work in clinical trials and then lose visibility the moment those therapies reach real patients. XO Life exists to close that gap. brite™ is the leading digital meta-platform connecting pharmaceutical and MedTech manufacturers with their patients across the entire therapy journey. Unlike single-product apps that patients download once and abandon within weeks, brite™ works across every therapy, every indication, and every manufacturer within a single unified application, giving patients the verified support they need and giving manufacturers the structured real-world data they have never had access to before. We currently work with more than 40 pharmaceutical companies across more than 40 indications, including three of the top ten global pharma players, with engagement ten times higher than the industry average for digital health applications. For patients, brite™ delivers verified medical content tailored to their specific therapy, personalised progress tracking, and continuous support throughout their entire treatment journey. For manufacturers, every patient interaction generates structured real-world evidence that informs everything from post-market safety monitoring to market access conversations with payers. The gap between what a therapy achieves in a trial and what it delivers in real life is one of the most consequential unsolved problems in healthcare. brite™ was built to close it. 👉 Learn more at xo-life.com

Offices: Agnes-Pockels-Bogen 1, Munich, Bavaria 80992, DE

Digital HealthReal-World-Evidencepatient-safetycommunications platform providermultidirectional communication for medical expertspharmacovogilanceSaaS-solutions for pharma & biotech companiesSoftware & Add-on Service for pharmacovigilancePROMand patient insights
View all jobs at XO Life

About XO Life

LinkedInVisit site

Building brite™, the patient-pharma platform turning therapy support into real-world evidence 🌎

Industry
Hospitals and Health Care
Company size
11-50 employees
Founded
2021
Headquarters
Munich, Bavaria
LinkedIn followers
3,586
Total funding
$15M

Every year, pharmaceutical and MedTech companies invest billions developing therapies that work in clinical trials and then lose visibility the moment those therapies reach real patients. XO Life exists to close that gap. brite™ is the leading digital meta-platform connecting pharmaceutical and MedTech manufacturers with their patients across the entire therapy journey. Unlike single-product apps that patients download once and abandon within weeks, brite™ works across every therapy, every indication, and every manufacturer within a single unified application, giving patients the verified support they need and giving manufacturers the structured real-world data they have never had access to before. We currently work with more than 40 pharmaceutical companies across more than 40 indications, including three of the top ten global pharma players, with engagement ten times higher than the industry average for digital health applications. For patients, brite™ delivers verified medical content tailored to their specific therapy, personalised progress tracking, and continuous support throughout their entire treatment journey. For manufacturers, every patient interaction generates structured real-world evidence that informs everything from post-market safety monitoring to market access conversations with payers. The gap between what a therapy achieves in a trial and what it delivers in real life is one of the most consequential unsolved problems in healthcare. brite™ was built to close it. 👉 Learn more at xo-life.com

Offices: Agnes-Pockels-Bogen 1, Munich, Bavaria 80992, DE

Digital HealthReal-World-Evidencepatient-safetycommunications platform providermultidirectional communication for medical expertspharmacovogilanceSaaS-solutions for pharma & biotech companiesSoftware & Add-on Service for pharmacovigilancePROMand patient insights
View all jobs at XO Life

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