Data Scientist - Machine Learning - RealAdvisor
Core
Business-oriented Data Scientist consolidating diverse data sources, building ML models, and running experiments to drive subscription growth and translate insights into product/marketing actions.
Role type
Senior IC Data Scientist (Growth & Analytics)
Builds
Production ML models, analytical pipelines, dashboards, and growth experiments
Domain
Real Estate / SaaS / Subscription
Required skills
Python, SQL, Experiment design (A/B tests, causal inference), ML modeling (classification, regression, segmentation), Product analytics, Dashboarding (Looker/Tableau/Power BI), Data quality/ETL
Preferred skills
Subscription business models, Marketing attribution/LTV modeling, Frontend/Backend dev, Data engineering tools (Airflow, dbt, Spark), International market experience
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 growth experiments; Report results using concise dashboards and data storytelling; Maintain data quality by identifying polluted data and implementing robust ETL checks.
Seniority
Senior, hands-on IC
