HRMS migration

Migrate from Jobvite to Bullhorn ATS & CRM

Field-level mapping, validation, and rollback between Jobvite and Bullhorn ATS & CRM. We move data and schema; workflows are rebuilt natively in Bullhorn ATS & CRM.

Jobvite logo

Jobvite

Source

Bullhorn ATS & CRM

Destination

Bullhorn ATS & CRM logo

Compatibility

86%

12 of 14

objects map 1:1 between Jobvite and Bullhorn ATS & CRM.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Jobvite to Bullhorn is a model-and-terminology migration, not a direct record copy. Jobvite separates Candidates from Applications as distinct objects linked through a Candidate-to-Job relationship, with configurable Pipeline Stages per job. Bullhorn consolidates Candidate and Applicant into a single Contact object with a separate JobOrder and Placement hierarchy, using a different pipeline and status model. We extract the Jobvite schema during discovery, map Pipeline Stage definitions to Bullhorn JobOrder status values, resolve the Candidate-to-Contact merge, and preserve Application history as a linked secondary record or custom object depending on Bullhorn edition. We do not migrate Jobvite Workflows, Offer Approvals, or Talemetry Campaigns as code; we deliver a written configuration inventory for the customer's Bullhorn admin to rebuild post-migration. Employee records that have been manually edited in the Jobvite UI carry a sync-protection flag that prevents API overwrites — we detect and resolve these before record import to prevent silent data loss.

Field-level fidelity

Every standard and custom field arrives verified.

Schema-aware mapping

AI proposes the map; you confirm before any record moves.

Relationships preserved

Parent–child, lookups, and ownership stay linked.

Full activity history

Calls, emails, meetings — with original timestamps.

Attachments & notes

Documents, uploads, and inline notes move with the record.

Why teams make this switch

Two sides of the same decision

Leaving

Jobvite logo

Jobvite

What's pushing teams away

  • Limited candidate management at scale — G2 reviews cite difficulty managing high-volume applicant pools, with no native bulk-action tooling for outreach or status updates across hundreds of records.
  • Steep learning curve reported by new users, particularly around understanding how Pipeline Stages, Job Workflows, and Offer Letters interact — requires dedicated admin training before teams become productive.
  • Lack of clarity in reporting and analytics dashboards leaves recruiters guessing about pipeline health; G2 reviewers describe the reporting UI as opaque and requiring custom exports to get actionable data.
  • Restricted customization outside of custom fields — G2 reviewers note the platform does not allow changes to core workflow logic, field labels, or object relationships without professional services involvement.
  • Text messaging (SMS) consent handling requires manual account-level action to prevent service disruption, creating a maintenance burden for recruitment marketing teams.

Choosing

Bullhorn ATS & CRM logo

Bullhorn ATS & CRM

What's pulling them in

  • Agencies choose Bullhorn because it combines ATS and CRM in one platform, eliminating the need to switch between separate tools for candidate management and client relationship tracking.
  • The resume parser extracts contact details, work history, and skills into structured, searchable candidate profiles automatically without manual data entry, reportedly driving 24% more placements per recruiter.
  • Bullhorn's placement and split-billing model natively supports contract staffing workflows, handling start/end dates, overtime rules, and multi-party pay/charge rates in a single record.
  • The platform offers extensive third-party integrations through its Recruitment Cloud Marketplace, connecting with back-office, onboarding, and payroll systems used by staffing agencies.
  • 72% of Bullhorn customers are teams with fewer than 10 users, and Bullhorn's implementation team handles setup and data migration for small agencies going live within weeks.

Object mapping

How Jobvite objects map to Bullhorn ATS & CRM

Each row shows how a Jobvite object lands in Bullhorn ATS & CRM, including any object-level transformations, lookup resolution, or schema-design dependencies.

Typical mapping — final map is confirmed during the sample migration step.

Jobvite

Job

maps to

Bullhorn ATS & CRM

JobOrder

1:1
Fully supported

Jobvite Jobs map directly to Bullhorn JobOrder records. The Jobvite job title, description, requirements, department, and location fields map to Bullhorn JobOrder equivalents. We preserve the Jobvite Posting status (published, archived, draft) as a Bullhorn status field and flag any jobs with non-standard custom fields for explicit mapping during the transform phase. Archived jobs migrate with status set to Archived in Bullhorn; active jobs migrate as Open with all custom fields translated.

Jobvite

Candidate

maps to

Bullhorn ATS & CRM

Contact

1:1
Fully supported

Jobvite Candidate records (person records separate from applications) map to Bullhorn Contact. Name, email, phone, address, skills, work history, education, and source attribution migrate to Bullhorn Contact fields. Jobvite's SMS consent status maps to a Bullhorn custom field for consent audit. If the Bullhorn destination is a staffing CRM instance with Client records, Candidate-to-Client associations are preserved via the CandidateClientCorporation link. Jobvite candidates sourced through Talemetry carry a marketing source tag that we map to Bullhorn Candidate marketing list membership.

Jobvite

Application

maps to

Bullhorn ATS & CRM

Candidate + Placement or JobSubmission

1:1
Fully supported

Jobvite Applications link a Candidate to a Job at a specific Pipeline Stage. Bullhorn does not have a native Application object; instead, the relationship is represented by the Candidate's association to a JobOrder combined with a Placement record (for placed candidates) or a Candidate sub-record tracking status against the job. We map the Jobvite Application history — stage progression, rejection reasons, advancement dates, and interviewer assignments — to Bullhorn Candidate history fields or custom Application history records depending on Bullhorn edition. The original stage names are mapped to Bullhorn JobOrder status values explicitly.

Jobvite

Pipeline Stage

maps to

Bullhorn ATS & CRM

JobOrder Status + Business Process

lossy
Fully supported

Jobvite Pipeline Stages are configurable per individual Job, which means a customer may have dozens of non-standard stage names across their job portfolio. We extract every distinct stage definition from Jobvite during discovery, normalize them to a set of canonical statuses (Applied, Phone Screen, Interview, Offer, Hired, Rejected), and configure Bullhorn JobOrder status values and Business Process rules to match. Non-standard stages that do not map cleanly are flagged for customer decision during scoping.

Jobvite

User and Hiring Team

maps to

Bullhorn ATS & CRM

BullhornUser

1:1
Fully supported

Jobvite Users (Recruiters, Hiring Managers, Interviewers with role-based permissions) map to BullhornUser records. We resolve users by email match against the Bullhorn destination. Owner and assignment fields on Jobvite Jobs, Candidates, and Applications migrate by resolving the Jobvite owner ID to the BullhornUser ID via the User mapping. Any Jobvite user without a matching Bullhorn user goes to a reconciliation queue for the customer's Bullhorn admin to provision before record import proceeds.

Jobvite

Offer

maps to

Bullhorn ATS & CRM

Opportunity or Custom Offer Record

1:1
Fully supported

Jobvite Offers tied to an Application include compensation details, start date, and approval status. In Bullhorn, offers are typically modeled via Opportunity (for agency billing and placement tracking) or a custom Offer record configured in the customer's Bullhorn instance. Approval history from Jobvite migrates as a log note on the record rather than a live workflow, since Bullhorn's approval model differs. Start date and compensation details map to custom fields on the target object.

Jobvite

Onboarding Record

maps to

Bullhorn ATS & CRM

Bullhorn Onboarding or Custom Record

1:1
Fully supported

Jobvite's Onboarding module (a separate paid add-on) stores new hire paperwork status, I-9/E-Verify records, onboarding task checklists, and assigned onboarding managers. This data migrates to Bullhorn Onboarding add-on if the destination has that module active, or to a custom onboarding status record if not. We confirm the active module license during discovery so absent Onboarding objects are not treated as migration failures. I-9 and E-Verify data migrates as document attachments linked to the placed Candidate record.

Jobvite

Custom Fields (Candidate)

maps to

Bullhorn ATS & CRM

Custom Fields on Contact

1:1
Fully supported

Jobvite supports custom fields on Candidates. We extract the custom field definitions (label, data type, picklist values) from the Jobvite schema during discovery and create matching custom fields on the Bullhorn Contact object before migration. Picklist values map to Bullhorn picklist or multi-select picklist fields. Any custom fields on Jobvite that have no Bullhorn equivalent are flagged for customer decision — either create a new Bullhorn custom field or drop the field with a written record of its existence for audit purposes.

Jobvite

Custom Fields (Job)

maps to

Bullhorn ATS & CRM

Custom Fields on JobOrder

1:1
Fully supported

Jobvite Jobs support custom fields for job-specific attributes. We extract the job-level custom field schema and map to Bullhorn JobOrder custom fields. These are typically fewer in number than Candidate custom fields but may include internal job codes, hiring manager cost centers, or offer approval thresholds that are business-critical and must not be dropped silently.

Jobvite

Document and Attachment

maps to

Bullhorn ATS & CRM

ContentDocument (Resume, Cover Letter, Portfolio)

1:1
Fully supported

Resumes, cover letters, signed offer documents, and portfolio files stored as attachments on Jobvite Candidates and Applications migrate as Bullhorn ContentDocument records linked via ContentDocumentLink to the Contact. We export binary blobs alongside their metadata (filename, upload date, attaching user) and re-attach them to the migrated Contact record in Bullhorn. Bullhorn's Textkernel resume parsing extracts structured data from resume attachments post-migration if the destination has Textkernel enabled.

Jobvite

Talemetry Lists

maps to

Bullhorn ATS & CRM

Candidate Marketing Lists

1:1
Fully supported

The Talemetry module (added to Jobvite in 2019) stores candidate Lists and Campaigns in a separate data partition inaccessible through the standard Candidate API. We use Talemetry-specific export endpoints where available to extract List membership and map it to Bullhorn Candidate marketing list membership on the Contact record. Lists are preserved as named groups; List membership migrates as tags or custom multi-select fields on Contact.

Jobvite

Talemetry Campaign

maps to

Bullhorn ATS & CRM

Campaign or Candidate Source Tag

1:1
Fully supported

Talemetry Campaigns (job board distribution, nurture sequences, source tracking) are mapped to Bullhorn candidate source tags or a custom Campaign object depending on the Bullhorn edition. Campaign attribution on individual Candidates migrates as a source tag so that the original recruitment marketing touchpoint is not lost. Active nurture sequence logic does not migrate as automation; we document the campaign structure in the configuration inventory for the customer's Bullhorn admin to rebuild using Bullhorn Automation or a partner cadence tool.

Jobvite

Employee (Jobvite Evolve)

maps to

Bullhorn ATS & CRM

Contact + Custom Employee Record

1:1
Fully supported

Jobvite Evolve (internal mobility module) stores Employee records for existing employees being surfaced for open roles. Employee records migrate to Bullhorn Contact with a custom employee flag. A critical migration constraint: Jobvite's API skips Employee record updates when that record has been manually edited in the UI, due to a sync-protection flag. We detect all records with this flag during pre-migration scanning and resolve the conflict before import or surface it to the customer for manual resolution, so no Employee data is silently dropped.

Jobvite

Analytics and Reports

maps to

Bullhorn ATS & CRM

Not migrated (data layer)

lossy
Not supported

Jobvite Analytics aggregates pipeline data into visualizations and scheduled reports. The underlying transactional data (Jobs, Candidates, Applications, Pipeline Stages) is fully covered by migrating the primary objects. Analytics dashboards and scheduled reports do not migrate as UI artifacts. We deliver a written summary of the existing report set with the corresponding Bullhorn report equivalents so the customer's Bullhorn admin can rebuild the reporting layer post-migration.

Gotchas + challenges

What specifically takes care here

Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.

Jobvite logo

Jobvite gotchas

High

Manual edits set a sync-protection flag on Employee records

Medium

Indeed and Glassdoor source attribution merged

Medium

SMS consent Unknown status blocks outbound campaigns

Medium

Talemetry Lists and Campaigns exist as a separate schema layer

Low

Module gating means not all accounts have the same object availability

Bullhorn ATS & CRM logo

Bullhorn ATS & CRM gotchas

High

ATS Growth edition has no API access

High

Attachments excluded from CSV bulk exports

Medium

Custom Object limits vary sharply by edition

Medium

Opportunity pipeline stages are recruitment-specific

Low

Resume parse quality varies by document format

Pair-specific challenges

  • Employee sync-protection flag silently blocks API writes

    Jobvite's API skips Employee record updates when that record has been manually edited in the UI. The manual edit sets a sync-protection flag that prevents inbound API writes from overwriting the change. During pre-migration scanning, we detect all records with this flag. If the record has no pending updates, we proceed normally. If it does, we hold the record in a conflict queue and surface the conflict to the customer for resolution before we import, so that no Employee or Candidate data is silently dropped during the migration window.

  • Talemetry Lists and Campaigns live in a separate data partition

    The Talemetry recruitment marketing module stores candidate Lists and Campaigns in a separate data partition from the core ATS objects in Jobvite. These are not accessible through the standard Candidate API endpoints. We use Talemetry-specific export endpoints where available and map List membership to Bullhorn Contact marketing groups and Campaign associations to candidate source tags. If Talemetry endpoints are unavailable or rate-limited, we extract the data via CSV export and process it as a separate migration layer. This requires additional scoping time and may extend the migration timeline by one to two weeks.

  • Indeed and Glassdoor source attribution merged after acquisition

    After Indeed acquired Glassdoor, candidates applying through Glassdoor now appear with Indeed as the source in Jobvite. This means any source attribution reports tracking Glassdoor performance (relevant for staffing agencies negotiating board fees based on job board source effectiveness) will show a gap or misattribution in the historical data. During migration scoping, we flag all records affected by this merger and give the customer the option to normalize source attribution in Bullhorn or preserve the post-merger state as-is.

  • SMS consent Unknown status blocks Intelligent Messaging

    Jobvite's Intelligent Messaging module tracks candidate SMS consent with a three-state field: Consented, Declined, and Unknown. An Unknown consent status silently prevents mass text campaigns from reaching those candidates. During migration, we extract the SMS consent field for every Candidate and flag all records with Unknown status. In Bullhorn, we map these to the appropriate consent management field so the customer's Bullhorn admin can re-collect consent or exclude those records from text-based outreach sequences post-migration.

  • Bullhorn CSV imports take 30 days and lose searchability

    Evidence from staffing industry sources indicates that Bullhorn data imports from CSV files can take up to 30 days for large record sets, and data imported from CSV files cannot be searched within Bullhorn until a secondary indexing pass completes. We avoid CSV-only import for bulk data and use Bullhorn REST and bulk API endpoints where available. For attachments and binary files that require CSV staging, we warn the customer about the post-import indexing lag and schedule the migration to allow a buffer period before go-live.

Migration approach

Six steps for a successful Jobvite to Bullhorn ATS & CRM data migration

  1. Discovery and module audit

    We audit the source Jobvite portal across active modules (Core ATS, Onboarding, AI Interview Companion, Talemetry), record volumes (Jobs, Candidates, Applications, Offers, Onboarding records, Employee records), custom field definitions on Candidates and Jobs, and the complete set of pipeline stage definitions per job. We also identify any Talemetry-specific data partitions that require separate extraction. The discovery output is a written migration scope document with record counts per object, a list of active modules with their data availability, and a preliminary object mapping for customer review.

  2. Sync-protection flag pre-scan and conflict resolution

    Before any data export, we run a pre-migration scan of all Employee and Candidate records in Jobvite to identify records with the manual-edit sync-protection flag. We flag each conflicted record with its field values, the date of the last manual edit, and the migration impact. For records where the local data is newer than the source, we hold them in a reconciliation queue. For records where the source data has been updated since the manual edit, we flag them for customer review and proceed only after resolution. This step prevents silent data loss and is documented in the migration scope.

  3. Schema design and Talemetry extraction plan

    We design the Bullhorn destination schema: custom fields on Contact and JobOrder, JobOrder status values mapped from Jobvite pipeline stages, custom Offer or Opportunity structure for compensation and start-date tracking, and any Bullhorn Onboarding configuration if the Onboarding module is active. For Talemetry, we develop a separate extraction plan using Talemetry-specific endpoints or CSV export, map List and Campaign associations to Bullhorn Contact properties, and flag any Campaigns with active nurture logic that cannot migrate as automation. Schema is validated in a Bullhorn sandbox before production migration begins.

  4. Sandbox migration and reconciliation

    We run a full migration into a Bullhorn sandbox using production-like data volumes. The customer's Bullhorn admin reconciles record counts (Contacts in, JobOrders in, Application history preserved, Offers mapped, Attachments re-linked), spot-checks 25-50 random Contact and JobOrder records against the Jobvite source, validates that Talemetry List membership appears on migrated Contacts, and signs off the schema and mapping before production migration begins. Any mapping corrections are applied in sandbox, not production.

  5. Production migration in dependency order

    We run production migration in record-dependency order: JobOrders (Jobs first as the primary container), Contacts (Candidates merged with Application history), Custom fields and picklist values (validated before record inserts), Offers and compensation data, Onboarding records (if active), Document attachments (resumes, cover letters, signed documents as ContentDocument with ContentDocumentLink), Talemetry Lists and Campaign associations (as a final layer on Contacts), and Employee records (with sync-protection conflict resolution applied). Each phase emits a row-count reconciliation report before the next phase begins.

  6. Cutover, delta migration, and configuration inventory handoff

    We freeze Jobvite writes during cutover, run a final delta migration of any records modified during the migration window (new Candidates, status changes, new Applications), then enable Bullhorn as the system of record. We deliver the Workflow and Automation inventory document (covering any Jobvite Workflows and Talemetry Campaign logic requiring rebuild in Bullhorn Automation) and the Report inventory document listing existing Jobvite reports with Bullhorn equivalents. We support a one-week hypercare window for reconciliation issues. Workflows, sequences, automations, and Talemetry campaign logic do not migrate as code within the migration scope.

Platform deep dives

Context on both ends of the pair

Jobvite logo

Jobvite

Source

Strengths

  • SOC 2 Type II certified platform with a 2016 security audit history that satisfies enterprise compliance requirements out of the box.
  • Modular pricing lets mid-market teams avoid paying for onboarding, AI screening, or recruitment marketing until those needs are proven.
  • Collaborative hiring with structured interview scorecards and shared candidate notes reduces misalignment between recruiting and hiring managers.
  • AI Interview Companion provides real-time structured guidance during interviews, reducing scorer bias across a distributed hiring team.
  • Internal mobility features in the Evolve Suite allow enterprises to surface existing employees for open roles without a separate redeployment workflow.

Weaknesses

  • No published public pricing; quotes are required for every tier, making budget planning difficult before a sales engagement.
  • Custom workflow logic and core object relationships cannot be modified by admins without engaging professional services.
  • Candidate management tools are limited for high-volume hiring; bulk actions on applicant pools are not available natively.
  • G2 reviews consistently mention a steep learning curve for new recruiters and administrators outside the core ATS function.
  • Analytics dashboards are described by users as opaque and require manual exports for actionable recruiting insights.
Bullhorn ATS & CRM logo

Bullhorn ATS & CRM

Destination

Strengths

  • Unified ATS and CRM on one platform purpose-built for staffing agencies, eliminating separate tools for candidates and clients.
  • Automated resume parsing extracts structured candidate data—contact details, work history, skills—into searchable profiles instantly.
  • Native placement and split-billing model handles contract staffing workflows including start/end dates and overtime rules.
  • Bullhorn Recruitment Cloud Marketplace offers 100+ pre-validated third-party integrations spanning the full recruiting lifecycle.
  • 24/7 global support coverage from 350+ support staff with dedicated account management included at all tiers.

Weaknesses

  • Widely regarded as old and bloated with an unintuitive interface and steep learning curve for new recruiters.
  • Slow page loads and performance lag cited in over 200 verified G2 reviews during high-volume recruiting periods.
  • Pricing is opaque—custom-negotiated per organization with significant upfront implementation fees that vary by deal.
  • ATS Growth edition excludes API access entirely, preventing automated data export without upgrading first.

Complexity grading

How hard is this migration?

Standard HRMS migration. 1 of 7 objects need a mapping; the rest are 1:1.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Jobvite and Bullhorn ATS & CRM.

  • Object compatibility

    B

    1 of 7 objects need a mapping; the rest are 1:1.

  • Field mapping clarity

    C

    Field mapping is derived from defaults — final spec confirmed during the sample migration.

  • Timeline complexity

    B

    7-object category — typical timelines run 2–7 days end-to-end.

  • API constraints

    B

    Jobvite: Not publicly documented in Jobvite's public-facing materials.

  • Data volume sensitivity

    B

    Jobvite doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your Jobvite to Bullhorn ATS & CRM migration cost

Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.

Step 1

What are you migrating?

Pick a category, then your source and destination platforms.

Category

FAQ

Frequently asked questions about Jobvite to Bullhorn ATS & CRM data migrations

Answers to the questions buyers ask most during Jobvite to Bullhorn ATS & CRM migration scoping. Not seeing yours? Book a call.

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Most migrations land between three and five weeks for accounts under 15,000 Candidates, 3,000 open Jobs, and no active Talemetry module. Migrations with Talemetry Lists and Campaigns, active Onboarding records, large application histories (over 200,000 Application records), or multiple Jobvite portals (for multi-division organizations) extend to eight to fourteen weeks because of the parallel Talemetry extraction, Onboarding record type mapping, bulk document export, and the sync-protection conflict resolution step.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Jobvite.
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