DatriseAI-first ETL

Recruitee Azure Synapse

AI-first ETL from Recruitee into Azure Synapse. Governed entities, incremental sync, typed landing tables.

How Datrise loads Recruitee into Azure Synapse

Datrise syncs Recruitee's records, events, and configuration objects into Azure Synapse as a typed table per source entity. Flexible or custom fields land in NVARCHAR(MAX) JSON columns, and timestamps such as created, updated, and status changes are typed as datetime2.

Sync is incremental: Datrise uses COPY into staging, then a MERGE on stable id, so re-runs update only what changed. Hash distribution on the join id with date partitioning on facts. Synapse dedicated pools reward good hash-distribution choices, so Datrise distributes on entity ids to avoid data-movement-heavy joins.

Ideal for Azure analytics estates feeding Power BI.

Endpoints

Recruitee: SaaS or API data source for analytics and warehouse sync.

Azure Synapse: Microsoft analytics workspace with SQL pools.

How Recruitee entities map to Azure Synapse

Recruitee entityAzure Synapse objectNotes
recordsrecruitee_recordsid PK · custom fields → NVARCHAR(MAX) JSON columns
eventsrecruitee_eventsdatetime2 events
configuration objectsrecruitee_configuration_objectsid PK · linked to recruitee_records

FAQ

How does Datrise handle Recruitee's custom fields in Azure Synapse?

Flexible values are stored as NVARCHAR(MAX) JSON columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Azure Synapse types.

How does the Recruitee to Azure Synapse sync stay up to date?

It runs incrementally — Datrise uses COPY into staging, then a MERGE on stable id.

Related pipelines

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