DatriseAI-first ETL

Lever to Amazon Redshift Integration

AI-first ETL from Lever into Amazon Redshift. Governed entities, incremental sync, typed landing tables.

How Datrise loads Lever into Amazon Redshift

Datrise syncs Lever's candidates, opportunities, postings, interviews, offers, and feedback forms 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

Lever: Applicant tracking and candidate relationship management.

Amazon Redshift: AWS petabyte-scale warehouse with Spectrum.

How Lever entities map to Amazon Redshift

Lever entityAmazon Redshift objectNotes
candidateslever_candidatesid PK · custom fields → SUPER columns
opportunitieslever_opportunitiesid PK · linked to lever_candidates
postingslever_postingsid PK · linked to lever_candidates
interviewslever_interviewsid PK · linked to lever_candidates

FAQ

How does Datrise handle Lever'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 Lever 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.

Related pipelines

Early access

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