Applied Data Scientist
Core
Build and scale production-grade recommendation systems to drive marketplace outcomes by matching people with brands.
Role type
Senior Applied Data Scientist (Production ML)
Builds
Recommendation models and personalization systems for a performance marketing platform
Domain
Performance marketing / Recommendation systems / Deep learning
Deliverable
production ML models
Required skills
Deep learning, Recommendation systems, Python, SQL, Model deployment, Business KPI analysis, Feature engineering, Experimentation, Data preprocessing, High-scale data handling
Preferred skills
Software engineering background, Pipeline building, Bidding or dynamic pricing experience
Technologies
PyTorch, TensorFlow
Responsibilities
Own the full lifecycle of applied machine learning from idea to production, Build and deploy recommendation models, Conduct exploratory data analysis and feature development, Run experiments and evaluate success against business KPIs, Partner with engineering to productionize models, Improve recommendation quality and business performance
Seniority
Senior, hands-on IC