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Affirm

Mid

Build and harden dbt/Snowflake pipelines powering Affirm's Accounting reporting

This role sits in Financial Systems, owning dbt models and core datasets that feed Accounting reporting, reconciliations, and automation on Snowflake. The interview centers on operational ownership — reliability engineering for data pipelines, root-cause debugging of production data issues, and disciplined GitHub-based development practices — more than green-field modeling.

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这场面试考什么

  • dbt modeling, testing, and documentation
  • Snowflake performance and cost optimization
  • Production data incident root-causing
  • Pipeline reliability (alerting, runbooks, lineage/auditability)
  • Git/PR-based development workflow

常见提问方向

Walk me through a production data issue you root-caused through a dbt pipeline

How do you design tests and alerting to catch data quality issues before they hit reporting

Describe how you'd document lineage and changes on a finance-critical dataset for auditability

How have you optimized Snowflake cost or query performance on a growing dataset

Tell me about your GitHub-based review process for dbt model changes

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