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Data warehouse ⇄ Human resources

Firebolt to Jobvite integration — real-time, two-way sync

Keep Firebolt and Jobvite in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.

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Why teams connect Firebolt and Jobvite

Land the people and organization records from Jobvite in Firebolt as live tables for workforce reporting, without extract jobs, and write computed results back where Jobvite can use them.

Workforce data is some of the most requested data in the warehouse and some of the most awkward to move: the record types are many, the fields carry sensitive personal information, the APIs are strict, and hand-built extract jobs go stale or break quietly. Whether Jobvite is the system of record for employees and payroll, for candidates and applications, or for learners and course completions, the reporting belongs in Firebolt next to everything else the company measures.

Stacksync syncs Offer, Candidate, Requisition (Job), Application from Jobvite into tables in Firebolt continuously, handling API limits and schema drift as they come. The connection is bi-directional, so values computed in Firebolt, such as headcount rollups, cost allocations, or attrition risk flags, can be written back to fields in Jobvite where the HR team acts on them. You configure which records and fields cross over, and in which direction, instead of maintaining pipeline code.

Common use cases

  • 01 Sync aggregated results from Firebolt back to operational tools that need computed metrics (reverse ETL).
  • 02 Sync CRM objects into Firebolt so customer-facing dashboards reflect recent pipeline changes.
  • 03 Push headcount-approved Requisitions from an internal planning database into Jobvite via POST /job so approved roles post to the career site automatically.
  • 04 Consolidate Applications, Offers, and Workflow Status into a warehouse for time-to-fill and funnel reporting across every requisition.

Common sync patterns

Headcount and cost joined with everything else

Analysts combine Jobvite's workforce records with finance, product, or operational data already in Firebolt for reporting the HR system cannot produce on its own.

Fresh data instead of last night's load

Because changes stream continuously, reports query current workforce data rather than waiting for an overnight load window to finish.

Queryable history for planning and audit

A continuously synced copy in Firebolt gives you a durable, queryable record of how Jobvite's records change over time, for headcount planning and audit questions.

What you can sync between Firebolt and Jobvite

Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.

Firebolt objects Jobvite objects How this pairing syncs
Views Curated query surfaces commonly used as sources for reverse ETL. Application Links a candidate to one requisition with its workflow state; read for pipeline reporting and status written back through the candidate update call. Views is specific to Firebolt and Application to Jobvite — each maps to any object or custom field on the other side.
Aggregating indexes Precomputed rollups maintained at write time; incremental loads update them automatically. Workflow Status The pipeline stage per application (Screen, Interview, Offer, Hired); updated through POST /candidate/updateCandidates to advance records. Aggregating indexes is specific to Firebolt and Workflow Status to Jobvite — each maps to any object or custom field on the other side.
Engines Compute resources that must be running for a sync to read or write. New Hire Hired-candidate records surfaced in the candidate feed and via the candidate hired webhook; commonly written into an HRIS or onboarding tool. Engines is specific to Firebolt and New Hire to Jobvite — each maps to any object or custom field on the other side.
Databases Logical containers holding the tables a sync targets. Employee Employee roster pushed through POST /employee (Onboard sync), used for referral matching and internal-mobility job postings. Databases is specific to Firebolt and Employee to Jobvite — each maps to any object or custom field on the other side.
Tables Managed columnar tables written with SQL; the main sync destination. Attachment Resumes, cover letters, and files attached to a candidate; synced out to object storage or a document management system. Tables is specific to Firebolt and Attachment to Jobvite — each maps to any object or custom field on the other side.
External tables References to files in object storage used to stage bulk loads. Offer Offer state tied to an application (extended, accepted, declined); read out for offer-acceptance reporting and written to downstream comp or HR systems. External tables is specific to Firebolt and Offer to Jobvite — each maps to any object or custom field on the other side.

How changes propagate between Firebolt and Jobvite

Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.

Firebolt Jobvite Interval-based propagation

DetectionStacksync polls Firebolt for changes on an incremental schedule, reading only records changed since the previous pass. Polling.

DeliveryEach detected change is written to Jobvite through its API, with automatic retries and rate-limit backoff.

Jobvite Firebolt Sub-second propagation

DetectionJobvite notifies Stacksync of record changes through webhook events. A candidate hired webhook, configured per customer by a Jobvite rep, POSTs to a custom URL on hire/offer-accepted events.

DeliveryEach detected change is applied to Firebolt as a row-level write, with types converted between the two schemas.

Rate-limit considerations

  • Firebolt: No fixed request quota; throughput depends on the engine size attached to the workload.
  • Jobvite: Roughly 15 requests per minute and 850 per hour, reset at midnight Pacific, with per-endpoint daily caps (e.g. 20,000/day candidate GET/PUT, 500/day employee sync); 429 on exceed.
What ships with Firebolt ⇄ Jobvite

Connect Firebolt and Jobvite for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Firebolt–Jobvite connection.

Real-time

Two-way sync

Changes in Firebolt or Jobvite instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Firebolt or Jobvite data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.

At scale

Event queues

Handle millions of events per minute without losing a single Firebolt or Jobvite record.

Observability

Monitoring

Track your Firebolt ⇄ Jobvite sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Firebolt and Jobvite.

How the Firebolt and Jobvite connectors work

Firebolt

Integration surface
SQL over a REST API, with JDBC, Python, and Node.js SDKs
Authentication
Service account credentials (client ID and secret) exchanged for OAuth 2.0 tokens
Change detection
Polling; Firebolt is an analytics destination and does not expose a change feed
Capabilities
read · write
Rate limits
No fixed request quota; throughput depends on the engine size attached to the workload

Jobvite

Integration surface
REST API (JSON) with candidate, requisition (job), and employee feed endpoints under https://api.jobvite.com/{version}
Authentication
API key (api) and secret (sc) plus company ID (companyId), sent in request headers since Jobvite's April 1, 2024 move from URL-query to header-based auth. Credentials are provisioned per customer by Jobvite Support.
Change detection
A candidate hired webhook, configured per customer by a Jobvite rep, POSTs to a custom URL on hire/offer-accepted events; otherwise Stacksync polls the candidate and job feeds on a schedule and diffs results, since records carry no per-item modified-date filter.
Capabilities
read · write · webhooks
Rate limits
Roughly 15 requests per minute and 850 per hour, reset at midnight Pacific, with per-endpoint daily caps (e.g. 20,000/day candidate GET/PUT, 500/day employee sync); 429 on exceed.
Jobvite setup guide
How it works

How to connect Firebolt to Jobvite — three steps, no code

Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.

  1. 01

    Connect your apps

    Authenticate Firebolt and Jobvite with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    Firebolt connected
    Jobvite connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Firebolt and Jobvite objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · Firebolt ⇄ Jobvite
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    Firebolt Jobvite
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Firebolt and Jobvite integration FAQ

SECURITY

Security teams trust Stacksync

As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.

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SSO & SCIM

Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.

Alerts

Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.

Secure connection options

Securely connects to your systems with:

OAuth 2 SSH Tunnelling SSL certificates IP Whitelisting VPN gateway VPC peering and more

Related integrations

Every pair below is a real-time, two-way sync. Search all 441 integrations available for Firebolt and Jobvite.

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