DatriseAI-first ETL

Lever to CSV Files Integration

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

How Datrise loads Lever into CSV Files

Datrise syncs Lever's candidates, opportunities, postings, interviews, offers, and feedback forms into CSV Files as one CSV per source entity. Flexible or custom fields land in JSON-encoded strings for nested fields, and timestamps such as created, updated, and status changes are typed as ISO-8601 timestamp columns.

Sync is incremental: Datrise uses writes a fresh, fully-typed CSV per entity each run, so re-runs update only what changed. Optional date-suffixed files for change tracking. CSV has no types, so Datrise emits a companion schema and quotes/escapes consistently so downstream loaders don't misparse commas and newlines.

Ideal for portable hand-off into any tool that ingests delimited files.

Endpoints

Lever: Applicant tracking and candidate relationship management.

CSV Files: Flat-file destination for exports and lightweight data sharing.

How Lever entities map to CSV Files

Lever entityCSV Files objectNotes
candidateslever_candidatesid PK · custom fields → JSON-encoded strings for nested fields
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 CSV Files?

Flexible values are stored as JSON-encoded strings for nested fields, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native CSV Files types.

How does the Lever to CSV Files sync stay up to date?

It runs incrementally — Datrise uses writes a fresh, fully-typed CSV per entity each run.

Related pipelines

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