Posted 16 days ago
Data Scientist - RealAdvisor
AI Summary
Business-oriented Data Scientist at RealAdvisor who consolidates product, marketing, and transactional data, builds ML models for subscription growth, designs experiments, and translates insights into product and marketing actions.
About this role
đ§ About RealAdvisor
RealAdvisor is one of the leading digital platforms in the European real estate ecosystem. Founded in Switzerland, we now support 7,000+ real estate agencies and attract 10+ million users per year across Europe.
We are scaling fast across multiple markets with a clear mission: help real estate professionals grow through data, transparency and smart technology. At RealAdvisor, we value ownership, autonomy and impact.
Role Overview
We are looking for a businessâoriented Data Scientist to join RealAdvisor. You will consolidate and analyze diverse data sources (product, marketing, transactional), build ML models and experiments to drive subscription growth, and translate insights into concrete product and marketing actions. This is a handsâon, fullâstack role: you will query databases, run experiments, build models, and present clear data stories to stakeholders.
Requirements
Key responsibilities
- Consolidate and aggregate data from product, marketing, CRM, and transactional systems into reliable datasets.
- Perform product analytics to measure feature usage, user journeys, and retention drivers.
- Design and run experiments (A/B tests, cohort analysis, population and variation control) to validate hypotheses and measure causal impact.
- Build ML models for revenue optimization, churn prediction, segmentation, and subscription forecasting.
- Analyze marketing performance to measure acquisition efficiency, LTV, and campaign ROI.
- Translate analysis into action: propose product changes, growth experiments, and operational KPIs.
- Report results using concise dashboards, reports, and data storytelling for nonâtechnical stakeholders.
- Work crossâfunctionally with product, marketing, engineering, and country managers to standardize metrics and training.
- Maintain data quality: identify polluted data, propose remediation, and implement robust ETL checks.
Required skills and experience
- 3+ years in data science, analytics.
- Python and SQL skills for data manipulation, modeling, and production prototyping.
- Experience consolidating diverse data sources and building reliable analytical pipelines.
- Experiment design and causal inference methods.
- Practical ML experience (classification, regression, segmentation) and model evaluation.
- Product analytics tools experience.
- Ability to build dashboards and present insights clearly (Looker, Tableau, Power BI, or similar).
- Business mindset: translates technical results into measurable business outcomes.
- Proactive: takes initiative, owns endâtoâend delivery, and can work with limited supervision.
Nice to have
- Experience with subscription businesses and monetization models.
- Familiarity with marketing attribution and LTV modeling.
- Frontend or backend dev experience to implement tracking or small UI changes.
- Knowledge of data engineering tools (Airflow, dbt, Spark).
- Experience working across international markets and multilingual datasets.
Benefits
Why Join Us
- Fully remote.
- Full-time freelance role.
- Competitive monthly rate.
Skills
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