Senior Data Engineer
Core
Building scalable, AI-ready data platforms and enterprise data products to power analytics, machine learning, and generative AI use cases for a global music company.
Role type
Senior IC data engineer (enterprise data products)
Builds
Scalable data pipelines, semantic layers, and ecommerce data products (specifically Shopify data) serving analytics and AI/ML applications.
Domain
Music industry, ecommerce, data engineering, AI/ML data infrastructure
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Data pipeline design and construction, ecommerce data modeling, semantic layer development, data warehousing and dimensional modeling, cloud platform expertise, SQL, Python, data quality monitoring, batch and real-time processing, columnar database optimization
Preferred skills
Shopify data schema expertise, AI/ML dataset preparation, semantic layer tools (dbt, LookML), large-scale ecommerce data handling
Technologies
AWS, Azure, GCP, Spark, Snowflake, Databricks, BigQuery, Redshift, Parquet, dbt, LookML
Responsibilities
Design and build scalable data pipelines supporting analytics and AI/ML; Develop and maintain AI-ready datasets; Build and scale ecommerce data products with focus on Shopify data; Contribute to building semantic layers; Implement data validation, testing, and monitoring; Optimize data storage and query performance; Troubleshoot and resolve data issues
Seniority
Senior, hands-on IC
