Senior Data Scientist (5 to 8 Years)
Core
Lead a small group of data science developers to develop, redeploy, and industrialize machine learning models for production across multiple markets.
Role type
Senior IC data scientist (team lead)
Builds
Production ML models and modular data abstraction services
Domain
Ecommerce, Cloud-based ML
Deliverable
production ML models
Required skills
Machine learning, statistical modeling, Python, R, Spark, GCP (BigQuery, Cloud ML Engine), version control, software design principles, data structures, algorithms
Preferred skills
Ecommerce domain understanding
Technologies
GCP, Azure, Amazon, Databricks, GitHub, BigQuery, Cloud ML Engine, Cloud Storage
Responsibilities
Lead model development and redeployment, collaborate with MLOps on industrialization, enforce code standards and documentation, lead model tuning and testing/evaluation planning, create monitoring plans for production, support UAT with end users
Seniority
Senior, hands-on IC with team leadership