I am seeking technical leverage for implementing new data infrastructure and reporting. This will be an ongoing project with potentially multiple contractors billing to the same initiative. This project will be managed through the agile sprint methodology. Tasks will be prioritized bi-weekly under a sprint point planning system.
ETL, DBT Models, Documentation:
- Migrate Data from our Sources of Truth into Google BigQuery
- Transform data structures to enable quick analytics and efficient aggregation (DBT, SQL)
- Document data definitions and structures
- Coordinate with Analytics Leadership to identify data tracking SOPs
Data Visualization and Reporting:
- Create metrics using DBT semantic layer
- Build models and visualizes using Hex and Python
- Service ad-hoc reporting/analytics requests for the team
Potential Later Projects (Requirements to be scoped)
- Build Growth Forecasting Models
- Create a data pipeline into a vector database for semantic search applications
See data stack attached
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