Data Scientist
Core
Transform large-scale real-world mobility data into smarter product and business decisions by identifying problems, building models, and driving real business impact.
Role type
Senior IC data scientist (mobility & ML)
Builds
Production ML models for real-time and batch use cases in a mobility service platform
Domain
Mobility services, B2C, Machine Learning, Generative AI
Deliverable
production ML models
Required skills
Statistical analysis, Machine Learning, Gradient Boosted Trees (XGBoost, LightGBM, CatBoost), Generative AI, Python, SQL, Model deployment
Preferred skills
AWS SageMaker, Real-time and batch inference, Neural networks, Sequence models, Embeddings, Large-scale B2C environments
Responsibilities
Own Data Science problems end-to-end from hypothesis to production; Partner with Product, Business, and Engineering teams; Proactively identify data opportunities; Build, train, evaluate, and improve ML models; Select appropriate statistical or ML approaches; Define evaluation methodologies linking performance to business impact.
Seniority
Senior, hands-on IC
