Open to opportunities

Luke Jones

@lukejones1

Message

I build production data pipelines, warehouse models, and search systems for enterprise and labor-market platforms.

United States

Message

What I'm looking for

I'm looking to build and operate production data systems, from ingestion and warehouse modeling through orchestration, quality, observability, APIs, and analytics. I'm available for hybrid work upon hire and relocating to Seattle.

I rebuilt production reporting automation at AMC Entertainment Holdings using Azure SQL, Python, Tableau, and Azure Blob Storage, improving reporting reliability and eliminating manual execution. I also created observability tooling that captures workflow status, row counts, runtime, and traceback-level failures.

Independently, I built Lander, a labor-market platform maintaining 54,000+ active U.S. jobs from 8,000+ companies. I designed its PostgreSQL warehouse and 18-model dbt layer, orchestrated ingestion through Airflow, and built semantic resume matching with sentence-transformers, pgvector, and FastAPI.

I bring experience investigating cross-system discrepancies, building reconciliation tools, and operating data workflows under settlement deadlines and audit controls.

Experience

Work history, roles, and key accomplishments

Current

Marketing Analyst - Data Engineering & Automation

Current

AMC Entertainment Holdings

Apr 2026 - Present (4 months)

Rebuilt a production exception-reporting pipeline with Azure SQL staging tables, MERGE logic, weekly history, reporting views, and scheduled Python delivery supporting Tableau. Created a shared observability layer and automated recurring SQL and Tableau outputs.

Python SQL Azure SQL Tableau Azure Blob Storage ETL Data Quality Observability