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Data warehouse ⇄ Human resources

Apache Pinot to Jobvite integration — real-time, two-way sync

Keep Apache Pinot 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 Apache Pinot and Jobvite

Land the people and organization records from Jobvite in Apache Pinot 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 Apache Pinot next to everything else the company measures.

Stacksync syncs Offer, Candidate, Requisition (Job), Application from Jobvite into tables in Apache Pinot continuously, handling API limits and schema drift as they come. The connection is bi-directional, so values computed in Apache Pinot, 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 Keep upsert-enabled real-time tables aligned with mutable operational records streamed from source systems.
  • 02 Query per-account usage metrics from Pinot and sync them into CRM fields so sales sees product activity.
  • 03 Sync Employee roster data into Jobvite with POST /employee to power employee-referral matching and internal-mobility postings.
  • 04 Two-way sync Candidate records and their Workflow Status between Jobvite and a Postgres database so recruiting-ops teams query and update pipeline data in SQL.

Common sync patterns

Write-back of computed values

Segments, rollups, or risk flags computed in Apache Pinot sync back onto the matching records in Jobvite, where the HR team sees them in the system they already use.

HR data in the warehouse, minus the pipeline

People and organization records from Jobvite arrive in Apache Pinot as queryable tables, current within seconds instead of a day behind, replacing hand-built extract jobs.

Headcount and cost joined with everything else

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

What you can sync between Apache Pinot 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.

Apache Pinot objects Jobvite objects How this pairing syncs
Indexes Inverted, range, and star-tree indexes that determine which sync queries run at low latency. Workflow Status The pipeline stage per application (Screen, Interview, Offer, Hired); updated through POST /candidate/updateCandidates to advance records. Indexes is specific to Apache Pinot and Workflow Status to Jobvite — each maps to any object or custom field on the other side.
Tenants Logical groupings that isolate workloads on shared clusters. New Hire Hired-candidate records surfaced in the candidate feed and via the candidate hired webhook; commonly written into an HRIS or onboarding tool. Tenants is specific to Apache Pinot and New Hire to Jobvite — each maps to any object or custom field on the other side.
Tables The queryable unit, defined as offline, real-time, or hybrid; the main read target. Employee Employee roster pushed through POST /employee (Onboard sync), used for referral matching and internal-mobility job postings. Tables is specific to Apache Pinot and Employee to Jobvite — each maps to any object or custom field on the other side.
Schemas Column definitions (dimensions, metrics, time columns) mapped during integration setup. Attachment Resumes, cover letters, and files attached to a candidate; synced out to object storage or a document management system. Schemas is specific to Apache Pinot and Attachment to Jobvite — each maps to any object or custom field on the other side.
Segments Immutable data files that batch ingestion uploads and the cluster serves. Offer Offer state tied to an application (extended, accepted, declined); read out for offer-acceptance reporting and written to downstream comp or HR systems. Segments is specific to Apache Pinot and Offer to Jobvite — each maps to any object or custom field on the other side.
Real-time Tables Tables fed continuously from streams like Kafka, including upsert-enabled tables. Candidate Read from the candidate feed (GET /candidate) and written back via POST /candidate/updateCandidates to change status, notes, and disposition on each record. Real-time Tables is specific to Apache Pinot and Candidate to Jobvite — each maps to any object or custom field on the other side.

How changes propagate between Apache Pinot 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.

Apache Pinot Jobvite Interval-based propagation

DetectionStacksync polls Apache Pinot for changes on an incremental schedule, reading only records changed since the previous pass. Data enters Pinot via streaming ingestion or segment upload, not row-level writes.

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

Jobvite Apache Pinot 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 Apache Pinot as a row-level write, with types converted between the two schemas.

Rate-limit considerations

  • Apache Pinot: No fixed API quotas; query throughput depends on broker and server sizing.
  • 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 Apache Pinot ⇄ Jobvite

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

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

Real-time

Two-way sync

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

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Apache Pinot 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 Apache Pinot or Jobvite record.

Observability

Monitoring

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

Trading partners

EDI

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

How the Apache Pinot and Jobvite connectors work

Apache Pinot

Integration surface
REST API (SQL queries via the broker; administration via the controller); JDBC client available
Authentication
Deployment-dependent: HTTP basic authentication or token-based auth where enabled
Change detection
Not applicable for reads out (polling by time column); data enters Pinot via streaming ingestion or segment upload, not row-level writes
Capabilities
read · write
Rate limits
No fixed API quotas; query throughput depends on broker and server sizing

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 Apache Pinot 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 Apache Pinot 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
    Apache Pinot connected
    Jobvite connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Apache Pinot 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 · Apache Pinot ⇄ 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
    Apache Pinot Jobvite
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Apache Pinot and Jobvite integration FAQ

SECURITY

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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 437 integrations available for Apache Pinot and Jobvite.

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