HRMS migration
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
Source
Bullhorn ATS & CRM
Destination
Compatibility
12 of 14
objects map 1:1 between Jobvite and Bullhorn ATS & CRM.
Complexity
BStandard
Timeline
3-5 weeks
Overview
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.
Every standard and custom field arrives verified.
AI proposes the map; you confirm before any record moves.
Parent–child, lookups, and ownership stay linked.
Calls, emails, meetings — with original timestamps.
Documents, uploads, and inline notes move with the record.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
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
Bullhorn ATS & CRM
JobOrder
1:1Jobvite 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
Bullhorn ATS & CRM
Contact
1:1Jobvite 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
Bullhorn ATS & CRM
Candidate + Placement or JobSubmission
1:1Jobvite 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
Bullhorn ATS & CRM
JobOrder Status + Business Process
lossyJobvite 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
Bullhorn ATS & CRM
BullhornUser
1:1Jobvite 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
Bullhorn ATS & CRM
Opportunity or Custom Offer Record
1:1Jobvite 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
Bullhorn ATS & CRM
Bullhorn Onboarding or Custom Record
1:1Jobvite'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)
Bullhorn ATS & CRM
Custom Fields on Contact
1:1Jobvite 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)
Bullhorn ATS & CRM
Custom Fields on JobOrder
1:1Jobvite 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
Bullhorn ATS & CRM
ContentDocument (Resume, Cover Letter, Portfolio)
1:1Resumes, 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
Bullhorn ATS & CRM
Candidate Marketing Lists
1:1The 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
Bullhorn ATS & CRM
Campaign or Candidate Source Tag
1:1Talemetry 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)
Bullhorn ATS & CRM
Contact + Custom Employee Record
1:1Jobvite 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
Bullhorn ATS & CRM
Not migrated (data layer)
lossyJobvite 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.
| Jobvite | Bullhorn ATS & CRM | Compatibility | |
|---|---|---|---|
| Job | JobOrder1:1 | Fully supported | |
| Candidate | Contact1:1 | Fully supported | |
| Application | Candidate + Placement or JobSubmission1:1 | Fully supported | |
| Pipeline Stage | JobOrder Status + Business Processlossy | Fully supported | |
| User and Hiring Team | BullhornUser1:1 | Fully supported | |
| Offer | Opportunity or Custom Offer Record1:1 | Fully supported | |
| Onboarding Record | Bullhorn Onboarding or Custom Record1:1 | Fully supported | |
| Custom Fields (Candidate) | Custom Fields on Contact1:1 | Fully supported | |
| Custom Fields (Job) | Custom Fields on JobOrder1:1 | Fully supported | |
| Document and Attachment | ContentDocument (Resume, Cover Letter, Portfolio)1:1 | Fully supported | |
| Talemetry Lists | Candidate Marketing Lists1:1 | Fully supported | |
| Talemetry Campaign | Campaign or Candidate Source Tag1:1 | Fully supported | |
| Employee (Jobvite Evolve) | Contact + Custom Employee Record1:1 | Fully supported | |
| Analytics and Reports | Not migrated (data layer)lossy | Not supported |
Gotchas + challenges
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 gotchas
Manual edits set a sync-protection flag on Employee records
Indeed and Glassdoor source attribution merged
SMS consent Unknown status blocks outbound campaigns
Talemetry Lists and Campaigns exist as a separate schema layer
Module gating means not all accounts have the same object availability
Bullhorn ATS & CRM gotchas
ATS Growth edition has no API access
Attachments excluded from CSV bulk exports
Custom Object limits vary sharply by edition
Opportunity pipeline stages are recruitment-specific
Resume parse quality varies by document format
Pair-specific challenges
Migration approach
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.
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.
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.
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.
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.
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
Jobvite
Source
Strengths
Weaknesses
Bullhorn ATS & CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard HRMS migration. 1 of 7 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Jobvite and Bullhorn ATS & CRM.
Object compatibility
1 of 7 objects need a mapping; the rest are 1:1.
Field mapping clarity
Field mapping is derived from defaults — final spec confirmed during the sample migration.
Timeline complexity
7-object category — typical timelines run 2–7 days end-to-end.
API constraints
Jobvite: Not publicly documented in Jobvite's public-facing materials.
Data volume sensitivity
Jobvite doesn't expose a bulk API — REST + parallelization used for high-volume runs.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
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