Related skills
redshift python databricks dbt airflow📋 Description
- Own and extend our dbt warehouse (900+ models) on Redshift
- Build AI-native analytics tools (Lambda, API Gateway, Redshift Data API)
- Design a governed semantic layer; define metrics (MetricFlow-compatible)
- Build and maintain metrics APIs on AWS Lambda + API Gateway
- Partner with CS/Revenue/Sales/Product/Finance to model and dashboards
- Drive analyses that move the business: churn, bookings, pricing
🎯 Requirements
- 5+ years in analytics/data/BI engineering; 2+ years on production dbt
- Advanced SQL on cloud data warehouses (Redshift/Snowflake/BQ/Databricks)
- Strong dimensional modeling; data governance and metric drift awareness
- Python for data work (cleaning, transformation) and AWS Lambda
- Hands-on with BI tools (Sigma, Looker, Omni, Mode, Tableau)
- AI fluency; ability to critique AI outputs and explain tradeoffs
🎁 Benefits
- Direct ownership of Envoy's internal AI surfaces and data
- Partner with senior leaders (CFO/COO) on outputs landed in inboxes
- Small, output-oriented team with fast iteration
- Shape analytics engineering in the AI era at Envoy
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