~/talk

Putting your data warehouse to work - Reverse ETL & Operational Analytics

Talkat DataEngBytes 2021 · on Sunday, 2021-10-10· [data-engineering]
speakerdeck:tejasmanohar
slides:none on file

Claim: move modeled customer tables from the data warehouse into SaaS tools to power real workflows. Implementation uses BigQuery + dbt as source, Fivetran/Snowplow for ingestion, and Hightouch to Reverse ETL into Facebook/Google Ads, CRMs and NetSuite. Built feature: Hightouch Audiences visual builder, SQL models sync hashed PII on schedules or dbt triggers with Slack alerts. Result: replaces manual CSVs, keeps audiences fresh for hundreds of thousands–millions of users, and dramatically reduces troubleshooting surface area.

AI-written summary · about

  1. 0:00Introduction
  2. 0:40Agenda
  3. 1:14What is Reverse ETL
  4. 2:37What is ETL
  5. 3:20What is a CDP
  6. 4:33Why use a CDP
  7. 9:14Challenges
  8. 12:17Customer Data Platform
  9. 14:09Data Warehouse
  10. 15:03Hightouch
  11. 17:31Demo
  12. 17:45High Touch
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