I’m looking for a senior or staff-level data engineering role where I can own meaningful data platforms end to end, from architecture and modeling through production reliability and optimization. I’m especially interested in teams working with cloud and lakehouse technologies, distributed processing, streaming, and AI/ML data products.
AS
Looking for a job
Andrew Stewart
@andrewstewart3
I build governed, high-reliability data platforms powering commerce, marketplace, and AI products.
United StatesWhat I'm looking for
At H-E-B, I architect core components of an omnichannel inventory and fulfillment data platform across 250+ retail locations, improving trusted operational data availability and freshness. I also build data foundations for personalized search, product recommendations, RAG pipelines, and agentic AI workflows.
Previously, I built marketplace data foundations at Workrise for 500+ companies and modernized connected-vehicle data workloads at General Motors. Across Python, Spark, Kafka, Databricks, Snowflake, AWS, and Azure, I ship governed data products with 99%+ reliability while partnering closely with Product, Data Science, and ML teams.
Experience
Work history, roles, and key accomplishments
Current
Staff Data Engineer
H-E-B
Sep 2022 - Present (4 years)
Architected core components of H-E-B's Omnichannel Inventory & Fulfillment Data Platform, integrating data across 250+ retail locations. Designed reusable pipelines and feature datasets for personalized search and recommendations, and engineered RAG ingestion and agentic AI workflows.
•Built core data foundations for Workrise’s workforce marketplace, integrating worker profiles, skills and certifications, customers, projects, placements, payroll, and financial events using Azure, Snowflake, Python, SQL, REST APIs, and ELT patterns for a platform serving 500+ companies across 70+ U.S. metro areas.
•Modernized GM's connected-vehicle and enterprise data workloads by extending traditional SQL/ETL and relational warehouse environments with Azure Data Factory, ADLS, Azure Databricks, PySpark, Spark SQL, and Azure SQL, enabling scalable ingestion and high-volume processing.
Education
Degrees, certifications, and relevant coursework
Indiana University Bloomington
Bachelor of Science, Informatics
2010 - 2014
Pursued a Bachelor's degree in Informatics, focusing on the intersection of information technology and human behavior.
Availability
Looking for a job
Location
United StatesAuthorized to work in
Salary expectations
120k-140k USD
Social media
Job categories
Skills
PythonSQLPySparkApache SparkSparkSQLJSONREST APIsAWSAzureDatabricksSnowflakeAWS GlueEMRAthenaLambdaAzure Data FactoryAzure ADLS Gen2Azure SQLETLELTData Lake AnalyticsApache IcebergData ModelingCDCDistributed Data ProcessingKafkaAirflowDBTCI CDGitDockerTerraformInfrastructure as CodeRAGLLMMCPAgentic AIEmbeddingsVector SearchAI ML Training DataData QualityData GovernanceData LineageRBACAnd Schema EvolutionReconciliationsSLASLOs
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