Senior Data/Machine Learning Engineer
Core
Lead technical direction for end-to-end ML capabilities and data foundations (events, pipelines, feature tables) that ship as part of digital products to drive transaction lift at the point of sale.
Role type
Senior IC Tech Lead specializing in Machine Learning and Data Engineering
Builds
ML-powered data products embedded in internal and external digital experiences for beverage brands
Domain
Consumer Packaged Goods (Beverages) + Machine Learning & Data Engineering
Deliverable
production ML models
Required skills
Applied ML fundamentals, Python, SQL, Data intuition, Product mindset, Cross-functional collaboration, MLOps + data platform fluency
Preferred skills
Personalization/recommendations/ranking/forecasting/NLP, Experimentation and measurement, Feature pipelines or feature stores, Lakehouse/warehouse modeling, Model and data observability, Responsible AI and data privacy, Production infrastructure (Docker/Kubernetes), Modern engineering practices (CI/CD)
Technologies
PyTorch, TensorFlow, Spark, dbt, Airflow, Dagster, Microsoft Fabric, Docker, Kubernetes
Responsibilities
Technical direction for product ML domain, Data and feature foundations, Production ML systems, Quality and reliability, Engineering standards, Mentorship and enablement, Develop, Train & Evaluate Models, Deploy & Operate Models in Production
Seniority
Senior, hands-on IC with leadership responsibilities
