Sr. Data Scientist / Data Scientist
PuneFull-time4–8 yrsPosted 3 months ago
Senior data science role at Williams-Sonoma in Pune. Needs 4+ years.
About the role
Sr. Data Scientist / Data Scientist at Williams-Sonoma. Design and delivery of ML/analytics solutions (forecasting, propensity, segmentation, churn, ranking, personalization) across retail and e-commerce use cases.
What you'll do
- Design and delivery of ML/analytics solutions (forecasting, propensity, segmentation, churn, ranking, personalization) across retail and e-commerce use cases
- Translate business inputs into clear ML problem statements, data requirements, KPIs, and success metrics
- Perform deep EDA, identify drivers/opportunities, and communicate insights through strong storytelling tailored to business stakeholders
- Build robust feature engineering and scalable modeling pipelines (Spark/PySpark preferred)
- Partner with engineering/platform teams to operationalize models (batch/real-time), including monitoring, drift checks, and retraining strategy
What you need
- Machine learning
- SQL
- Python
- Pandas
- Scikit-learn
- Spark
Good to have
- MLOps
- Demand planning
- CI/CD
- Azure
- NumPy
- LLMs