Data Scientist, Growth
Core
Building machine-driven decision engines and automated bidding infrastructure to optimize global performance marketing spend across 40+ business units.
Role type
Senior IC machine learning engineer (growth marketing)
Builds
End-to-end production ML models, autonomous bidding algorithms, and data pipelines for ad tech workflows.
Domain
Direct-to-consumer retail / Performance marketing / Ad tech
Deliverable
production ML models
Required skills
Python, SQL, machine learning model development, production ML deployment, statistical optimization, data pipeline engineering, ad platform integration
Preferred skills
Ad tech infrastructure experience, programmatic bidding optimization, large language models, vector spaces, DTC/retail data attribution
Technologies
Python, SQL, Google Meets, Zoom
Responsibilities
Model automated bidding infrastructure and allocation algorithms; build end-to-end production ML models from 0 to 1; design and productionalize autonomous models and data pipelines; manage ad platform integrations and bidding automation; optimize complex marketing tech workflows; collaborate cross-functionally with marketing, product, and data science teams.
Seniority
Senior, hands-on IC
