Bullhorn → Amazon Redshift
AI-first ETL from Bullhorn into Amazon Redshift. Governed entities, incremental sync, typed landing tables.
How Datrise loads Bullhorn into Amazon Redshift
Datrise syncs Bullhorn's contacts, accounts, deals, activities, and lifecycle events into Amazon Redshift as a typed table per source entity. Flexible or custom fields land in SUPER columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMPTZ.
Sync is incremental: Datrise uses COPY from staged files, then a delete-and-insert merge on stable id, so re-runs update only what changed. A DISTKEY on the join id and a SORTKEY on the load timestamp. Redshift performance hinges on dist/sort keys, so Datrise picks them from your entity ids and sync timestamps rather than defaulting to EVEN distribution.
Ideal for AWS-native warehouses already using the Redshift ecosystem.
Endpoints
Bullhorn: Recruiting CRM/ATS for candidates, pipelines, and placements.
Amazon Redshift: AWS petabyte-scale warehouse with Spectrum.
How Bullhorn entities map to Amazon Redshift
| Bullhorn entity | Amazon Redshift object | Notes |
|---|---|---|
| contacts | bullhorn_contacts | id PK · custom fields → SUPER columns |
| accounts | bullhorn_accounts | id PK · linked to bullhorn_contacts |
| deals | bullhorn_deals | id PK · linked to bullhorn_contacts |
| activities | bullhorn_activities | TIMESTAMPTZ events |
FAQ
How does Datrise handle Bullhorn's custom fields in Amazon Redshift?
Flexible values are stored as SUPER columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Amazon Redshift types.
How does the Bullhorn to Amazon Redshift sync stay up to date?
It runs incrementally — Datrise uses COPY from staged files, then a delete-and-insert merge on stable id.
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Early access
Connect Bullhorn to Amazon Redshift the easy way
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