Senior Data/Machine Learning Engineer
Core
Lead technical direction for end-to-end ML capabilities and data foundations (events, pipelines, feature tables) to build ML-powered data products that model transaction drivers and surface optimized actions for Coca-Cola's digital experiences. (via careerplan.io/jobs/R-147095-senior-datamachine-learning-engineer-at-coke)
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
Python, SQL, supervised learning, model evaluation, feature engineering, MLOps, data pipeline orchestration, model monitoring, API development
Preferred skills
Deep learning, transformers, RAG, computer vision, A/B testing, feature stores, data warehouse/lakehouse modeling, responsible AI
Technologies
PyTorch, TensorFlow, Spark, dbt, Airflow, Dagster, Microsoft Fabric
Responsibilities
Define technical direction for ML domains and data foundations; build scalable data preparation and feature engineering pipelines; develop predictive and recommendation models; deploy and operate models in production (batch/real-time); implement MLOps pipelines and model lifecycle management; establish engineering standards and mentor engineers
Seniority
Senior, hands-on IC with technical leadership
