Senior Data Scientist
Core
Senior Data Scientist building intelligence for vehicle discovery, buying, and selling, focusing on recommendation, ranking, and customer intent.
Role type
Senior, hands-on IC data scientist
Builds
Production ML models for personalization, recommendation, and ranking systems
Domain
Automotive e-commerce / Machine Learning
Deliverable
production ML models
Required skills
statistical modelling, machine learning, experimentation design (A/B testing), advanced Python programming, AWS SageMaker, Snowflake, Databricks, MLflow, Metaflow, recommendation systems, ranking algorithms, personalization, two-tower architectures, semantic embeddings, sequence modelling, cold-start strategies
Preferred skills
domain expertise in recommendation and ranking, experience with modern deep learning approaches
Technologies
AWS SageMaker, Snowflake, Databricks, MLflow, Metaflow
Responsibilities
Lead end-to-end data science initiatives from problem definition to validated solutions; Analyze complex behavioral and business data to identify patterns and inform decisions; Develop models for customer intent, relevance, and personalization; Design rigorous offline and online evaluations to measure commercial value; Uphold standards for model development, reproducibility, and documentation; Collaborate with Product, Data, and Tech teams to align priorities and communicate findings
Seniority
Senior, hands-on IC
