Staff Data Scientist, Growth Data Products
Core
Define, develop, and own data products that transform raw marketing data into automated decision systems to drive measurable revenue impact across growth channels.
Role type
Staff Data Scientist (Growth Data Products)
Builds
Production machine learning pipelines for bidding, targeting, personalization, and customer lifetime value measurement.
Domain
Travel industry, Marketing Analytics, Growth Engineering
Deliverable
production ML models
Required skills
Python, SQL, Spark, Databricks, Statistical Testing, Causal Inference, A/B Test Design, Attribution Modeling, Marketing Analytics
Preferred skills
Cloud Orchestration (AWS, Airflow, Kubernetes), Snowflake, MLflow, Feature Stores, Mentoring
Technologies
Python, Databricks, Spark, AWS, Airflow, Kubernetes, Snowflake, MLflow
Responsibilities
Translate growth strategies into technical roadmaps, Design and deploy production ML pipelines, Champion experimentation culture, Advance customer lifetime value and attribution models, Drive cross-functional collaboration
Seniority
Staff, hands-on IC with mentorship
