Senior Product Analyst - Growth (all genders)

JustPlay is looking for a Senior Product Analyst to join the team. You’ll work alongside our cross‑functional Growth team, which focuses on onboarding players to the platform, ensuring they enjoy a happy first experience that encourages them to become loyal players. You will work with the team to provide actionable insights that shape product decisions and create exceptional first experiences for our players.

We're looking for someone who's naturally curious about both the technical challenges of data analysis and the business questions that drive our product strategy. You should be self‑driven and proactive, think creatively when solving problems, and have a genuine curiosity to understand player behavior beyond the metrics.

Job requirements

• At least 5 years of experience in an analytics role, preferably in product analytics focusing on consumer‑facing products, including funnel analysis. Experience analysing first time user experience is a plus
• Proficient in SQL and Python, including packages such as Pandas and Numpy
• Experience with collaborative analysis environments such as Google Colab or Jupyter notebooks
• Experience planning, conducting and analyzing A/B tests, with understanding of statistical significance, hypothesis testing, and experimentation best practices
• Experience designing and overseeing the implementation of tracking specifications
• Experience defining and implementing metrics and building clear and beautiful visualisations using BI platforms such as Looker, Tableau, or Metabase
• Experience conducting complex correlational analysis such as stickiness analysis, churn analysis and detection, VIP analysis
• Hands‑on experience with data warehouses such as BigQuery or Snowflake
• Familiar with mobile analytics platforms (e.g., Adjust, Amplitude, Firebase) for measuring user acquisition and engagement
• Comfortable conducting statistical analysis and modeling using statistical best practices
• Strong attention to detail and ability to interpret complex data
• Excellent communication skills and proven experience collaborating with business stakeholders

This job is not for you if

• You don’t mind doing analyses whose results will be ignored
• You enjoy repetitive tasks that do not require you to think or be creative
• You don’t care about business goals and measuring impact
• It doesn’t bother you to build tools that no one will use
• You’re comfortable using methods without understanding the science behind them
• You don’t like solving complex problems
• You are not looking for an environment that challenges you
• You don’t ask challenging questions

But if you're passionate about creating exceptional first experiences through data, love working in cross‑functional teams, and thrive on driving measurable impact - we want to hear from you!

Job responsibilities

• Investigate, map, quantify and visualise our users’ early experiences
• Conduct early churn analysis and investigate early churn drivers
• Deep dive into user behaviour data to unearth usage patterns and motivations, and influence product roadmap based on these
• Work closely with product managers, designers, and developers to translate findings into actionable recommendations that improve our KPIs
• Develop and evolve tracking concepts to ensure we collect accurate, reliable and actionable data. Define metrics and build reporting and visualisations that provide clear and accurate data to business stakeholders
• Plan, define, conduct and evaluate A/B tests and drive experimentation‑led Product development. Manage the testing roadmap
• Promote data literacy and advocate for data usage and data driven decision making
• Think creatively to find optimal solutions to complex unstructured problems
• Use Machine Learning algorithms for tasks such as user segmentation, regression and classification
• Work closely with our Data Engineering and Analytics teams to improve our data products, all leading to quicker and accurate outcomes
• Collaborate with our Engineering teams to define the data that we need to collect to get the best outcomes

Job benefits

• Work‑Life Balance and Flexibility: Flexible working hours and options for digital nomads, occasional office visitors, or regular office‑goers
• Employee Stock Options: Opportunity to join our Virtual Share Option Program (VSOP) and share in the success of an already profitable company
• Mental Health Support: Free personal coaching through our partner nilo.health to support our team members to live fulfilled lives at home and at work
• Training & Development: A competitive personal development budget of up to 2000€/year for training, conferences, workshops, etc., and free language courses with Chatterbug
• Germany‑Based Benefits: 25 vacation days, free Gympass gold subscription, free monthly Deutschland‑Ticket, and a monthly €50 tax‑free internet contribution
• State‑of‑The‑Art Equipment: Doesn’t matter if you are a MacBook or Windows user; we will provide you with the technical gear you need to succeed
• A Relocation Package: Includes visa support for those who need it
• Berlin Office Perks: Ergonomic setup, free daily lunch, and a dog‑friendly environment.
• Engaging and Diverse Work Environment: Join a diverse team, with over 30 nationalities working from 20 different locations

*Benefits may vary depending on location and contract type. Do not hesitate to ask us about more details on our benefits offer.

About us

Come join the team building the engine behind rewarded mobile gaming - making playtime truly rewarding. At JustPlay, we’re on a mission to power a fairer, more sustainable Play‑to‑Earn ecosystem where players earn real value for their time, funded through a self‑sustaining loop.

Since launching in 2020, we’ve grown into one of the world’s leading loyalty gaming platforms, with 25M+ downloads and 500K+ daily active users. Bootstrapped and headquartered in Berlin, we own and operate the full stack: the JustPlay app, adtech monetization, first‑party games, and automated payouts. With a team across 20+ countries.

We’re helping shape a major shift in mobile gaming and it’s still early enough for you to make your mark. At JustPlay, you’ll have the freedom and ownership to build end to end, move with startup speed backed by veteran leadership, and ship work that reaches millions - in a company that’s profitable, built to last, and focused on outcomes over hype.