Data Scientist - RealAdvisor
Core
Business-oriented Data Scientist driving subscription growth by consolidating data, building ML models, and translating insights into product and marketing actions.
Role type
Senior IC data scientist (growth & product analytics)
Builds
Production ML models, analytical pipelines, dashboards, and growth experiments
Domain
Real estate technology / SaaS
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Python, SQL, experiment design, causal inference, classification, regression, segmentation, product analytics, dashboarding
Preferred skills
subscription business modeling, marketing attribution, LTV modeling, data engineering tools
Technologies
Python, SQL, Looker, Tableau, Power BI, Airflow, dbt, Spark
Responsibilities
Consolidate and aggregate data from product, marketing, CRM, and transactional systems; Perform product analytics to measure feature usage, user journeys, and retention drivers; Design and run experiments (A/B tests, cohort analysis) to validate hypotheses; 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 by proposing product changes and operational KPIs; Report results using concise dashboards and data storytelling for non-technical stakeholders; Maintain data quality by identifying polluted data and implementing robust ETL checks.
Seniority
Senior, hands-on IC
