Senior Data Engineer
Core
Productionize manufacturing machine learning and build the underlying data engineering pipelines (ETL/ELT, feature stores, medallion patterns) for GM's manufacturing operations.
Role type
Senior hands-on Machine Learning Engineer / Data Engineer
Builds
Production ML models, governed Bronze/Silver/Gold data products, and feature pipelines for manufacturing
Domain
Manufacturing / Industrial IoT / Cloud Data Engineering
Deliverable
production ML models
Required skills
Python, Scala, SQL, Apache Spark, Databricks, MLflow, Unity Catalog, CI/CD, Data Validation, Model Monitoring
Preferred skills
Data Science, Azure Event Hub, Kafka, Pulsar, Legacy ETL modernization, Manufacturing domain knowledge
Technologies
Databricks, Unity Catalog, MLflow, Python, Scala, SQL, Spark, GitHub, Azure Event Hub, Kafka, Pulsar
Responsibilities
Design and deploy ML models for manufacturing; Build and operate ETL/ELT pipelines and feature stores; Implement medallion patterns (Bronze/Silver/Gold); Manage model lifecycle (tracking, versioning, promotion); Partner with data science and manufacturing teams; Support on-call rotation for production pipelines
Seniority
Senior, hands-on IC
