Lead Data Scientist
Core
Lead Data Scientist owning ML across Membership, Food & Beverage, Operations, Digital, and Events to drive predictive and prescriptive products like churn prediction, personalization, and demand forecasting.
Role type
Senior hands-on IC Lead Data Scientist
Builds
Production ML models, ML Ops standards, and advanced measurement frameworks for the wider analytics team
Domain
Hospitality, Membership, and Consumer Business
Deliverable
production ML models
Required skills
Python, Statistics, Causal Inference, Model Lifecycle Management, Stakeholder Management, Mentoring
Preferred skills
Snowflake, dbt, MLflow, LLM/GenAI, Hospitality Industry Experience
Technologies
GCP, Snowflake, Airflow, Python, MLflow, Git, CI/CD
Responsibilities
Own design, build, and continuous improvement of ML portfolio; Frame business problems and set success metrics; Manage full model lifecycle from scoping to retirement; Set up ML Ops standards and governance; Work with Data Engineering to deploy models on GCP/Snowflake/Airflow; Build monitoring for model accuracy and data drift; Set standards for advanced measurement and experimentation; Coach and upskill analysts; Partner with stakeholders to prioritize roadmap; Explain complex methods to non-technical audiences; Direct and quality-assure offshore data science resources.
