Lead AI Data Engineer
Role details
Job location
Tech stack
Job description
Insight Global is seeking a Lead AI Data Engineer to sit hybrid at a Cybersecurity client in Frisco, Texas. You will join their eCommerce Operational Intelligence team, building enterprise-scale data pipelines and analytics foundations (SQL, Spark/PySpark, ETL/ELT) that produce reliable operational insights and measurable business impact.
You will drive the transformation of eCommerce operational analytics and real-time monitoring by building scalable data pipelines, AI-powered insights, and intelligent dashboards. This role leads AI proof-of-concepts and contributes to production-grade solutions that improve platform reliability, accelerate root-cause identification, enhance engineering productivity, and strengthen operational intelligence across their eCommerce ecosystem.
Day to Day:
-Build and operate production ETL/ELT pipelines processing millions of eCommerce events daily and order trends.
-Write and tune complex SQL for operational analytics, KPIs, and reporting.
-Design analytics-ready schemas and data models for performance and scale.
-Troubleshoot pipelines, microservices, and APIs; apply observability to isolate root causes.
-Integrate data across eCommerce, MarTech, and operational systems into unified insights.
Requirements
10+ years building and architecting large-scale applications and distributed systems.
-5+ years building production data pipelines, ETL/ELT workflows, and analytics platforms.
-Applied AI to operational intelligence (anomaly detection/alerting, forecasting, insights).
-Expert SQL (complex queries, performance tuning)
-Spark/PySpark in production (Spark SQL, optimization)
-Strong Python (testing, packaging, best practices)
-ETL/ELT pipelines (orchestration, monitoring, error handling)
-Databricks & Delta Lake (Jobs, Unity Catalog, Medallion)
-Analytics data modeling (star/snowflake schemas)
-Distributed systems (APIs, microservices, event-driven)
-Production observability & troubleshooting
-AWS (S3, Lambda, Glue, Kinesis, OpenSearch, QuickSight), BI (Power BI, Tableau, Grafana), GenAI (RAG, vector DBs, LangChain, Bedrock)
Benefits & conditions
(This role can pay $200,000 - 220,000 based on years of experience).