Curriculum vitae
Professional
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Stillfront Group Hamburg
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Playa Games
- Senior Data Analyst, Game Data / Product Analytics, Live-Ops Economy & Monetization
Embedded product analyst for a live-service portfolio of mobile and browser games (Shakes & Fidget). I own the analytics layer: economy modelling, monetization analysis and revenue forecasting, with self-built dashboards and tooling. The output is concrete recommendations for game design, product and marketing.
- Maintain the hard-currency economy model and analyse currency stocks by player segment. Linked empty wallets to churn (56.7% versus 2–8% for healthy ones) and flagged resources piling up without sinks, with offer and sink designs as the answer.
- Analysed promotion and event performance: a sale post-mortem that traced heavy cannibalization to offer value and targeting, a two-year Black Friday study, and event impact, spacing and fatigue.
- Built a revenue forecasting app (DAU, ARPDAU, event calendar, payday, discount depth) that splits the forecast into baseline and event effects, with confidence ranges.
- Write business cases before design starts, such as a fresh-start server concept, a battle pass and a recurring event, each net of cannibalization.
- Own the Product Management dashboard, design Snowflake mart layers and maintain a market intelligence app and the ROAS model.
- Built AI-driven reporting pipelines and market research pipelines: automated news and content analysis, and machine-learning models of creative performance that give marketing and product actionable items.
- Cover marketing analytics (AppsFlyer, cost attribution, Meta, creator KPI reporting) and data quality: pipeline outages in Dagster, gaps against the group's gold tables, tracking requirements and SDK integration with engineering.
- Present KPIs to production, enable self-serve analytics and organise a cross-studio analyst meetup (12/2026).
Tools Snowflake, R, SQL, Dagster, dbt, OpenMetadata, Hex, Superset, AppsFlyer, Google Workspace
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New Moon Production
- Senior Data Analyst
- Data Analyst
Data analytics for the Big Farm games: Big Farm (web) and Big Farm: Mobile Harvest.
- Built automated reporting pipelines and interactive Tableau dashboards to monitor KPIs and business metrics.
- Designed and maintained scalable database architectures and ETL processes that keep reporting data reliable.
- Developed Snowflake-based machine learning models and put them into production, with automated pipelines for churn prediction and targeted player retention.
- Orchestrated complex data workflows in Apache Airflow, including custom modules that extend the platform.
- Analysed UI and UX with process mining and click-flow methods in SQL, R and Python to improve user journeys.
- Delivered insights to stakeholders through R Markdown reports and ad-hoc analysis.
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Goodgame Studios
- Data Analyst
- Working Student, Data Analytics
As Data Analyst, analytics for Big Farm (web) until the team moved to New Moon Production.
- Maintained data pipelines and reporting dashboards.
- Cleaned and prepared data in SQL and R for senior analysts.
- Mentored junior and trainee analysts during onboarding on tools and workflows.
- Owned the analysis for one game title: performance analysis and player behaviour.
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HQ Labs Hamburg
- Working Student, Quality Assurance
- Resolved hardware and software incidents for customers.
- Managed customer interactions and data accuracy in the CRM system.
Academic
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Political communication research Free time, Hamburg
- Researcher
- Studied political communication strategies on TikTok, using NLP to analyse sentiment and content metadata.
- Built and analysed network maps of German party officials and content creators to trace their connections.
- Applied quantitative methods to measure the digital footprint of political parties during election campaigns.
- Developed algorithms that improve sentiment analysis and topic models for political content.
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University of Hamburg Hamburg
- BA Political Science, grade 1.9
- Economics
- Food Chemistry
Publications(4)
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Far-right populist narratives in motion: Unpacking the AfD's digital campaign on TikTok for the 2025 German Federal Election
Niemann-Lenz, Revers, Meyer & Rodeck
In S. Geise & M. Leidecker-Sandmann (Eds.), Die Medien im Wahlkampf. Analysen zur Bundestagswahl 2025. Springer Fachmedien
Chapter
In press -
Beyond anti-elitism and out-group attacks: how concerns shape the AfD's populist representation on German TikTok during the 2024 European elections
Meyer, Niemann-Lenz, Rodeck & Revers
Information, Communication & Society, 1–22. doi:10.1080/1369118X.2025.2553016
Article
03/2025 -
Digital Micro Publics: The Building Blocks of Publicness under Platformized Conditions
Niemann-Lenz, Revers, Meyer & Rodeck
Annual conference of the DGPuK division Communication and Politics, Hamburg
Talk
02/2026 -
Love, Loathing, and Loyalty: Affective Counterpublics on German Political TikTok in the Run-up to the 2025 Federal Election
Niemann-Lenz, Rodeck, Revers & Meyer
Annual conference of the DGPuK division Communication and Politics, Hamburg
Talk
02/2026
Skills
- Programming
- R (tidyverse, Shiny, sf), Python (pandas, scikit-learn, Prophet, Snowpark), SQL (PostgreSQL, MySQL), Snowflake
- Data
- ETL pipelines, Dagster, Apache Airflow, dbt, database design, data warehousing
- Data science
- Machine learning, NLP, geospatial analysis, process mining, A/B testing
- Visualisation
- Tableau, Hex, Superset, ggplot2, Streamlit, Quarto, Shiny, R Markdown, data storytelling
- Languages
- German (native), English (C2), French (A2), Spanish (A1)
Interests
- Gaming
- Strategy and economy simulations such as Civilization and Anno; game mechanics and player progression systems
- Creative
- Digital music production, sound design and mixing; short stories
- Reading
- Contemporary fiction and political theory
Elsewhere