senior data engineer

Partner Data Sync with SLAs

Clarify · 5:00

Design a system to sync partner data into your platform with strict SLAs and schema drift.

Known Requirements

  • • Sync data from 40 partners
  • • Partner APIs vary in auth and rate limits
  • • Data must be available within 2 hours of source change

Constraints

  • • Partner schemas change without notice
  • • System must provide per-partner audit trails
  • • Backfills up to 90 days on request

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