DatriseAI-first ETL

Lever to Apache Superset Integration

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

How Datrise loads Lever into Apache Superset

Datrise syncs Lever's candidates, opportunities, postings, interviews, offers, and feedback forms into Apache Superset as governed SQL tables Superset queries directly. Flexible or custom fields land in flattened columns for the explore UI, and timestamps such as created, updated, and status changes are typed as temporal columns for time-series charts.

Sync is incremental: Datrise uses incremental refresh of the queried tables, so re-runs update only what changed. Date-partitioned tables to keep dashboards responsive. Superset charts run live SQL, so Datrise lands query-friendly, indexed tables rather than wide raw payloads.

Ideal for open-source dashboards over your own database.

Endpoints

Lever: Applicant tracking and candidate relationship management.

Apache Superset: Open-source BI for SQL exploration, charts, and dashboard publishing.

How Lever entities map to Apache Superset

Lever entityApache Superset objectNotes
candidateslever_candidatesid PK · custom fields → flattened columns for the explore UI
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 Apache Superset?

Flexible values are stored as flattened columns for the explore UI, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Apache Superset types.

How does the Lever to Apache Superset sync stay up to date?

It runs incrementally — Datrise uses incremental refresh of the queried tables.

Related pipelines

Early access

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