HRMS migration

Migrate from JobDiva to Bullhorn ATS & CRM

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

JobDiva logo

JobDiva

Source

Bullhorn ATS & CRM

Destination

Bullhorn ATS & CRM logo

Compatibility

81%

13 of 16

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

Complexity

BStandard

Timeline

4-8 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

JobDiva and Bullhorn represent candidate-to-job relationships differently at the object level. JobDiva uses a single Submittal object that ties a candidate to a job with a status, submission date, and embedded interview data. Bullhorn splits this into JobSubmission (the submission event), CandidateWorkHistory (the employment record), and a separate Interview object. We handle this structural split during the transformation phase so that every candidate-job relationship in JobDiva surfaces correctly in Bullhorn. Hotlists map to Bullhorn Lists with ordered membership preserved. JobDiva's Sales Pipeline CRM deals map to Bullhorn Opportunities, requiring stage remapping. Resume files and their parsed metadata transfer as binary attachments linked to Candidate records. JobDiva's user-defined field schemas extract during scoping and drive Bullhorn custom field creation before any record import begins.

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

JobDiva logo

JobDiva

What's pushing teams away

  • Slow page response times and performance lag during peak hours frustrate recruiters handling large candidate pools daily.
  • Mandatory zip code fields and lack of bulk resume parsing create friction for high-volume staffing teams importing candidate data.
  • Limited BI customization means individual recruiters cannot tailor reports to their own workflows without admin access.
  • Difficult system integrations with third-party tools require workarounds that break during JobDiva's frequent upgrades.
  • Long-term contracts and significant implementation costs with hidden fees make the platform expensive for mid-market agencies.

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 JobDiva objects map to Bullhorn ATS & CRM

Each row shows how a JobDiva 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.

JobDiva

Candidate

maps to

Bullhorn ATS & CRM

Candidate

1:1
Fully supported

JobDiva Candidates map directly to Bullhorn Candidates. We extract parsed resume fields (skills, employment history, education, certifications) and map them to Bullhorn Candidate attributes and custom fields. Resume binary files (PDF/DOCX) attach to the Candidate record via Bullhorn's attachment model. If a JobDiva Candidate has a parsed record but no attached file, we flag that gap during scoping and the customer chooses whether to re-parse in Bullhorn post-migration or retain the structured fields as-is.

JobDiva

Contact

maps to

Bullhorn ATS & CRM

Contact

1:1
Fully supported

JobDiva CRM Contacts map to Bullhorn Contacts, which are separate from Candidates. The Contact stores hiring manager information, client relationships, and company affiliations. We preserve contact attributes and their associated company linkage at the destination. JobDiva Contacts and Candidates are distinct objects with different schemas; we do not merge them unless the customer specifically requests a unified model in Bullhorn.

JobDiva

Company

maps to

Bullhorn ATS & CRM

ClientCorporation

1:1
Fully supported

JobDiva Companies map to Bullhorn ClientCorporation. Company records with multiple associated Contacts migrate with the company-contact relationship graph preserved through Bullhorn's ClientCorporation-to-Contact link. The JobDiva company record is the primary key for client-level data including address, industry, and billing configuration.

JobDiva

Job

maps to

Bullhorn ATS & CRM

JobOrder

1:1
Fully supported

JobDiva Job orders map to Bullhorn JobOrder, which tracks open requisitions with status, requirements, assigned recruiters, and the hiring manager reference. The JobOrder is the parent object for all candidate submissions in Bullhorn. We map job status values to Bullhorn JobStatus equivalents (Open, Placed, Cancelled, On Hold) and preserve requirements, pay rates, and shift details.

JobDiva

Submittal

maps to

Bullhorn ATS & CRM

JobSubmission + CandidateWorkHistory

1:many
Fully supported

This is the most significant structural mapping in a JobDiva-to-Bullhorn migration. JobDiva's Submittal is a single object tying a Candidate to a Job with status and interview data. Bullhorn splits this into JobSubmission (the submission event, including submission date, status, and submission notes) and CandidateWorkHistory (the employment record when a placement occurs, including start date, end date, pay rate, and bill rate). We split each JobDiva Submittal into two Bullhorn records linked by Candidate and JobOrder references. Submittal status values from JobDiva map to Bullhorn JobSubmission status values using the organization's custom status mapping table built during scoping.

JobDiva

Interview

maps to

Bullhorn ATS & CRM

Interview

1:1
Fully supported

JobDiva interview schedules associated with Submittals map to Bullhorn Interview records. Each Interview links to the corresponding Candidate and JobSubmission. We preserve interview date/time, interviewer reference, location, outcome status, and any interviewer notes. If JobDiva stores interview scorecards or rating data as user-defined fields, we map those to Bullhorn custom Interview fields.

JobDiva

User-Defined Fields

maps to

Bullhorn ATS & CRM

Custom Fields

lossy
Mapping required

JobDiva user-defined fields exist on Candidates, Jobs, Submittals, Contacts, and Companies. We extract the complete UDF schema during scoping, including field names, data types, and picklist values where applicable. We pre-create Bullhorn custom fields in the customer's Bullhorn instance before any record migration begins, matching field types (text, number, date, picklist, checkbox) and preserving any picklist value sets from JobDiva UDFs.

JobDiva

Hotlist

maps to

Bullhorn ATS & CRM

List

1:1
Fully supported

JobDiva Hotlists are curated candidate lists with ordered membership. Bullhorn has no direct hotlist object; we map Hotlists to Bullhorn Lists with candidate membership and ordered sequence preserved. Each List in Bullhorn receives the original Hotlist name and its ordered member set. Hotlist membership changes are not live-synced post-migration; we deliver a written list of active Hotlists with their candidate rosters for the customer's admin to rebuild as automated Lists or manual working lists in Bullhorn.

JobDiva

Sales Pipeline

maps to

Bullhorn ATS & CRM

Opportunity

1:many
Fully supported

JobDiva's CRM Sales Pipeline stores business development deals with configurable stages tracked separately from the ATS job pipeline. These map to Bullhorn Opportunities in the CRM layer. Each JobDiva deal stage becomes a Bullhorn Opportunity Stage value remapped via a stage mapping table. We preserve original stage names in a custom field so the customer's admin retains the source pipeline terminology for reporting continuity. Note that Bullhorn Opportunities are CRM objects distinct from the ATS JobOrder pipeline.

JobDiva

Lead

maps to

Bullhorn ATS & CRM

Lead

1:1
Fully supported

JobDiva CRM Leads map to Bullhorn Leads for early-stage prospects not yet attached to a JobOrder. We preserve lead status, source, and rating. We run a dedupe check against existing Bullhorn Candidates before inserting to prevent duplicate records since Bullhorn can auto-create Candidates from Leads. The customer's Bullhorn admin configures the dedupe rule (email-based or other) before migration.

JobDiva

Events

maps to

Bullhorn ATS & CRM

Activity

1:1
Fully supported

JobDiva Events map to Bullhorn Activity records with timestamps, linked entities (Candidate, Job, Contact), and reminder settings preserved. Event type (meeting, call, reminder) maps to Bullhorn Activity type. Calendar sync settings do not migrate; we restore them post-migration through Bullhorn's native calendar integration configuration.

JobDiva

Engagement: Email

maps to

Bullhorn ATS & CRM

Email

1:1
Fully supported

JobDiva email engagements migrate to Bullhorn Email records linked to the corresponding Candidate, Contact, or JobOrder. Email body content, timestamp, direction (sent/received), and associated user (owner) transfer to Bullhorn's standard email fields. Email attachments migrate as file attachments on the email record.

JobDiva

Engagement: Call

maps to

Bullhorn ATS & CRM

Task (Call subtype)

1:1
Fully supported

JobDiva call engagements migrate to Bullhorn Task records with TaskSubtype set to Call. Call duration, disposition, outcome notes, and original timestamp transfer to Bullhorn Task fields. We set the Task status and link it to the associated Candidate or Contact by resolving the JobDiva owner and candidate references.

JobDiva

Engagement: Meeting

maps to

Bullhorn ATS & CRM

PlacementInterview

1:1
Fully supported

JobDiva meeting engagements map to Bullhorn PlacementInterview records for scheduled interview events or to Activity records for general meetings. The mapping depends on whether the meeting is tied to a candidate-job submission (PlacementInterview) or a general client/candidate interaction (Activity). We distinguish based on the presence of a job reference in JobDiva's meeting record.

JobDiva

Engagement: Note

maps to

Bullhorn ATS & CRM

Note

1:1
Fully supported

JobDiva notes migrate to Bullhorn Note records linked via ContentDocumentLink to the parent Candidate, Contact, ClientCorporation, or JobOrder. Rich text formatting in JobDiva notes converts to plain text with inline styling preserved where Bullhorn's Note model allows. Note timestamps and owner references transfer to maintain the activity timeline.

JobDiva

Timesheet

maps to

Bullhorn ATS & CRM

Timesheet (Bullhorn Middle Office)

1:1
Fully supported

JobDiva timesheet records track hours worked for placed candidates. Bullhorn Middle Office handles timesheet capture, compliance, and invoice generation as a separate product tier. If the customer licenses Bullhorn Middle Office, we migrate timesheet records into that module. If not, timesheets map to custom fields on the Placement record or remain as a written inventory for the customer's payroll admin to reconstruct. We flag timesheet migration as conditional during scoping.

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.

JobDiva logo

JobDiva gotchas

High

API access requires dedicated service user with restricted permissions

Medium

Submittal status values vary by organization configuration

Medium

Resume parsing metadata differs from raw file attachment

Low

Performance degrades during large data extraction jobs

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

  • JobDiva submittal model maps to three Bullhorn objects

    JobDiva's Submittal is a single object combining candidate submission, employment history, and interview data. Bullhorn distributes this across JobSubmission (the submission event), CandidateWorkHistory (the employment record when a placement occurs), and a separate Interview object. We split each JobDiva Submittal into two or three Bullhorn records at migration time, linking them through Candidate and JobOrder references. If this split is not handled explicitly, Bullhorn imports show candidates without proper submission context and placement records appear orphaned. We test the mapping across multiple JobStatuses and recruiter user roles during sandbox validation before production migration.

  • JobDiva API requires a dedicated service user with restricted permissions

    JobDiva's API cannot be accessed using an admin user's standard credentials. A separate user account must be provisioned with the 'Only allow to access JobDiva API Calls' permission set. During migration scoping, we verify or provision this account. If the account lacks API permissions, all extraction calls return 403 errors and no data extracts succeed. Bullhorn's API rate limits are approximately 500 requests per minute per resource with additional per-resource constraints, so we implement exponential backoff on 429 responses, batch requests at 200 records per call, and monitor quota consumption throughout migration runs.

  • Submittal status values vary by JobDiva organization configuration

    JobDiva submittals use custom status values defined per organization rather than a fixed enum. The Get New Updated Submittal Interview Hire Activity Records API returns whatever status strings the organization has configured internally. We extract the full set of status values during scoping and build a custom status mapping table that translates JobDiva organization-specific strings to Bullhorn JobSubmission status equivalents before writing any records. If this step is skipped, Bullhorn rejects status values that do not match its allowed picklist, causing partial import failures.

  • Resume parsed fields and binary attachments are separate migration paths

    JobDiva stores parsed resume data (skills, employment history, education) as structured fields separately from the raw PDF or DOCX file attachment. When migrating Candidates, we must map both the parsed field data to Bullhorn Candidate attributes and the binary file to Bullhorn's attachment model, then trigger Bullhorn's resume parsing to repopulate parsed fields after the file is attached. Some legacy candidates may have only parsed fields with no attached file if the original document was never uploaded to JobDiva. We flag these candidates during scoping and document the gap for the customer's recruiter team.

  • Large data extractions hit JobDiva performance limits during peak hours

    JobDiva experiences slow page response times and truncated search results when handling large candidate pool queries under load. Bulk API extractions pulling thousands of candidate records risk timeouts or incomplete response sets if run during business hours. We implement pagination at 500 records per request with retry logic on timeout, schedule large extraction jobs outside peak hours, and run multiple smaller batches concurrently to minimize interference with live recruiters using the system during migration.

Migration approach

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

  1. Discovery and scoping

    We audit the source JobDiva instance: candidate volumes, active and archived job counts, submittal record counts with status distribution, hotlist names and member sizes, engagement history volumes (calls, emails, meetings, notes), user-defined field schemas across all objects, Sales Pipeline deal counts and stage names, timesheet records where applicable, and existing custom integrations. We identify or provision the dedicated JobDiva API service user with the correct permission set. We also verify the Bullhorn REST API access for the destination org, including OAuth2 credentials and available custom field slots in the target Bullhorn edition.

  2. Destination schema design in Bullhorn

    We design the Bullhorn destination schema before any record migration. This includes creating custom fields on Candidate, JobOrder, JobSubmission, and Opportunity to receive JobDiva user-defined field data and original stage names. We build the custom submittal status mapping table by sampling JobDiva submittal records and extracting all active status strings. We configure the JobSubmission status picklist in Bullhorn to match the mapped values. For Hotlists, we pre-create Bullhorn Lists with the original hotlist names for ordered membership population. For Sales Pipeline mapping, we create Opportunity stage values matched to the JobDiva pipeline stage matrix.

  3. API provisioning and sandbox validation

    We provision the Bullhorn API account with OAuth2 credentials and run connectivity validation against both the JobDiva extraction endpoints and the Bullhorn load endpoints. We run a sandbox migration with representative data volumes (at minimum 1,000 Candidates, 100 Jobs, 500 Submittals) to validate the submittal split mapping, status translation, hotlist ordering, and engagement record linking. The customer's Bullhorn admin reconciles record counts and spot-checks 25-50 records against the JobDiva source before we proceed to production migration.

  4. Sandbox migration and reconciliation

    We execute a full sandbox migration using production-equivalent record volumes to validate the transformation pipeline end-to-end. The submittal split (Submittal to JobSubmission plus CandidateWorkHistory) is verified for each distinct status value in the organization's status set. Hotlist membership ordering is verified against the source hotlist sequence. User-defined field values are spot-checked on five records per object. Any mapping corrections (field name mismatches, status value gaps, lookup resolution failures) are documented and corrected before the production run.

  5. Production migration in dependency order

    We run production migration in record dependency order: ClientCorporation (from JobDiva Companies) first so that account lookups are satisfied, then Candidates with resume attachments, then Contacts, then JobOrders, then JobSubmissions and CandidateWorkHistory from the Submittal split. Leads and Opportunities follow. Engagement history (calls, emails, meetings, notes) migrates via the Bullhorn REST API with chunking and retry logic. Hotlist membership populates into pre-created Lists. Each phase emits a row-count reconciliation report before the next phase begins. We freeze JobDiva writes during the cutover window and run a final delta migration of any records created or modified during the migration window.

  6. Cutover, validation, and rebuild handoff

    We enable Bullhorn as the system of record and perform a final record-count reconciliation against the JobDiva source totals. We deliver a written inventory of active JobDiva Hotlists with candidate rosters for the customer's Bullhorn admin to rebuild as automated or manual Lists, and a written inventory of JobDiva Sales Pipeline stages with deal counts for Opportunity stage configuration in Bullhorn. We do not rebuild automations, workflows, or sequences; those inventories are separate deliverables. We support a one-week hypercare window for reconciliation issues raised during the first days of Bullhorn use.

Platform deep dives

Context on both ends of the pair

JobDiva logo

JobDiva

Source

Strengths

  • Industry-specific ATS-CRM hybrid purpose-built for staffing and recruiting workflows at scale.
  • Extensive job board and VMS integrations including LinkedIn, Indeed, and major vendor management systems.
  • Advanced Boolean search algorithm with 'skills by years of experience' capability.
  • Large global resume database aggregated from multiple sourcing channels.
  • Configurable sales pipelines and revenue reporting for staffing business development.

Weaknesses

  • Significant performance lag and slow page response times under high load conditions.
  • Complex interface requires substantial training time before team productivity.
  • Pricing model includes long-term contracts and high implementation costs not transparent in marketing.
  • Limited BI report customization for individual recruiter self-service analytics.
  • Frequent platform upgrades can disrupt custom integrations and established workflows.
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. All 7 core objects map 1:1 between JobDiva and Bullhorn ATS & CRM.

B

Overall complexity

Standard migration

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

  • Object compatibility

    A

    All 7 core objects map 1:1 between JobDiva and Bullhorn ATS & CRM.

  • 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

    JobDiva: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your JobDiva 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 JobDiva to Bullhorn ATS & CRM data migrations

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

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Most migrations land between four and eight weeks. Small agencies with under 5,000 Candidates and straightforward submittal workflows complete in four to six weeks. Firms with larger candidate pools, complex hotlist structures, or custom submittal status sets requiring extended mapping validation move to eight to twelve weeks. Bullhorn's own implementation team runs in parallel (targeting two weeks to live for small agencies, two to six weeks for larger firms) and does not conflict with our migration timeline.

Adjacent paths

Related migrations to explore

Ready when you are

Move from JobDiva.
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