HRMS migration

Migrate from Unicorn ATS to Bullhorn ATS & CRM

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

Unicorn ATS logo

Unicorn ATS

Source

Bullhorn ATS & CRM

Destination

Bullhorn ATS & CRM logo

Compatibility

67%

8 of 12

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

Complexity

BStandard

Timeline

5-8 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Unicorn ATS to Bullhorn is a platform migration for staffing and recruitment agencies that want Bullhorn's ecosystem depth and its built-in CRM for staffing operations. Bullhorn's ATS edition structure limits Custom Objects to two per entity (compared to ten on the Enterprise tier), which constrains how many extended data schemas can migrate without upgrading. We audit Unicorn ATS activity logs and note exports for flat-CSV export artifacts that lose candidate linkage, then run a fuzzy-match re-association pass to reattach orphaned history to the correct Candidate record. Saved searches from the Unicorn ATS legacy interface migrate automatically in Bullhorn's New Candidate List; Bullhorn Support can trigger manual migration if any are missed. Workflows, automation rules, and hiring pipeline configurations do not migrate as code. We deliver a written inventory of every active automation and pipeline rule for the customer's Bullhorn admin to rebuild.

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

Unicorn ATS logo

Unicorn ATS

What's pushing teams away

  • Recruiters grow frustrated when the platform lacks adequate filtering controls, causing low-quality or duplicate candidates to clutter pipeline stages.
  • Users report that interview scheduling workflows require too many manual steps and do not integrate cleanly with common calendar tools.
  • The cost of adding seat licenses or accessing advanced features such as analytics and custom workflows exceeds budget for smaller HR teams.
  • Lack of transparent export options makes it difficult for organizations to own their historical hiring data before switching platforms.
  • Candidates and hiring managers experience a poor user experience on mobile devices, slowing down approvals and communications during time-sensitive hiring processes.

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 Unicorn ATS objects map to Bullhorn ATS & CRM

Each row shows how a Unicorn ATS 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.

Unicorn ATS

Candidate

maps to

Bullhorn ATS & CRM

Candidate

1:1
Fully supported

Unicorn ATS candidate records map directly to Bullhorn Candidate. Standard fields (name, email, phone, address, employment status) transfer as typed Bullhorn fields. Resume files migrate as file attachments on the Candidate record and are available for inline preview in Bullhorn ATS v2. Any candidate deduplication pass runs before migration to avoid inflating the Bullhorn candidate count; Bullhorn's duplicate candidate prevention (10.0 TrustRadius rating) operates post-import on new submissions.

Unicorn ATS

Company

maps to

Bullhorn ATS & CRM

ClientCorporation

1:1
Fully supported

Unicorn ATS Company or employer records map to Bullhorn ClientCorporation. The employer name, address, industry, and contact information transfer to Bullhorn's company entity. ClientCorporation must exist before Candidate records referencing it are imported, so this entity migrates first in dependency order.

Unicorn ATS

Job Requisition

maps to

Bullhorn ATS & CRM

JobOrder

1:1
Fully supported

Unicorn ATS job records map to Bullhorn JobOrder. Fields include job title, department, location, employment type (full-time, contract, part-time), pay range, description, and hiring manager assignment. Posting status and dates transfer to Bullhorn's job publishing fields. JobOrder must resolve to a ClientCorporation record for proper linkage.

Unicorn ATS

Pipeline Stage

maps to

Bullhorn ATS & CRM

Job Reporting (ATS v1) or ATS v2 stage fields

lossy
Fully supported

Pipeline stages define the candidate journey from Application through Placement. Bullhorn ATS v1 uses a Job Reporting junction object where each stage (Application, Submittal, Interview, Offer, Closing Report) generates a record with Job Manager Stage Status (Current, Accepted, Rejected). ATS v2 uses a different stage tracking model. We extract the current stage configuration from Unicorn ATS and apply the corresponding Bullhorn stage model. If the customer is on ATS v1, we configure the Job Reporting object; if on ATS v2, we use the native stage fields. Stage automation rules do not migrate and are documented separately.

Unicorn ATS

Application

maps to

Bullhorn ATS & CRM

JobSubmission

1:1
Fully supported

The link between a Candidate and a JobOrder in Bullhorn is represented by JobSubmission. Each application of a candidate to a job produces a JobSubmission record with its own stage and status. The migration maps each Unicorn ATS application record to a Bullhorn JobSubmission, preserving the application date, source channel, and initial pipeline stage assignment.

Unicorn ATS

Placement

maps to

Bullhorn ATS & CRM

Placement

1:1
Fully supported

Placements (filled positions) in Unicorn ATS map to Bullhorn Placement records. Fields include start date, end date (for contract placements), pay rate, bill rate, placement status, and the recruiter credited for the hire. Placement records reference both the Candidate and the JobOrder and must be imported after both parent records exist.

Unicorn ATS

Custom Fields

maps to

Bullhorn ATS & CRM

Custom Field or Custom Object

lossy
Mapping required

Unicorn ATS custom fields added to Candidates, Jobs, or Placements map to Bullhorn Custom Fields within each entity. Bullhorn ATS edition limits Custom Objects to two per entity (Job, Candidate, ClientCorporation, Opportunity, Placement). If the migration scope requires more than two Custom Objects on a single entity, the customer must upgrade to the Front Office Growth or Enterprise edition before migration. Custom Component Fields in Bullhorn are reserved for integrations and not supported for general use; we route extended data to Custom Objects instead.

Unicorn ATS

Employee Record

maps to

Bullhorn ATS & CRM

Candidate or Placement

lossy
Fully supported

In ATS contexts, active employee records may be represented as Candidates (for internal mobility or alumni rehiring) or as Placements (for current placements). We map each Unicorn ATS employee record to the appropriate Bullhorn object based on employment status. Employee-specific fields (department, manager, start date, compensation) transfer to Placement or Candidate custom fields as appropriate.

Unicorn ATS

Interview and Schedule

maps to

Bullhorn ATS & CRM

Event (with EventRelation)

1:1
Fully supported

Interview records in Unicorn ATS (scheduled date and time, interviewer assignments, interview type, outcome notes) map to Bullhorn Event records. Bullhorn EventRelation records link the interview to the Candidate, the JobOrder, and each interviewer (as User records). Event start and end times, location, and outcome transfer to the Bullhorn Event fields.

Unicorn ATS

Offer

maps to

Bullhorn ATS & CRM

Placement (Offer stage)

lossy
Fully supported

Offer records (compensation details, start date, offer status, approval history) in Unicorn ATS map to Bullhorn Placement records in the Offer stage. Bullhorn ATS v1 represents Offer as a stage in the Job Reporting object with status C (Current) or A (Accepted). Approval routing logic is platform-specific and does not migrate; we document the offer approval workflow for the customer's Bullhorn admin to configure in Bullhorn's workflow settings.

Unicorn ATS

Activity Note

maps to

Bullhorn ATS & CRM

Note or Task

1:1
Fully supported

Recruiter notes, call logs, and general activity history attached to candidates in Unicorn ATS often export as flat CSV with no candidate record linkage. We run a fuzzy-match process on candidate name, email, and application date to reattach orphaned activity history to the correct Bullhorn Candidate record before import. Notes migrate as Bullhorn Note records linked via ContentDocumentLink to the parent Candidate.

Unicorn ATS

Engagement: Email

maps to

Bullhorn ATS & CRM

EmailMessage + Task

1:1
Fully supported

Email engagements attached to candidates in Unicorn ATS migrate to Bullhorn EmailMessage records linked to a Task. Bullhorn requires GDPR or CCPA Support to be enabled for email export; we verify this requirement with the customer during scoping. Inbound emails transfer only; outbound email migration depends on whether the source platform stored them in structured form. The Task record provides the activity timeline entry with WhoId pointing to the Candidate.

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.

Unicorn ATS logo

Unicorn ATS gotchas

High

Activity logs export as flat CSV, losing record associations

Medium

Migration timeline scales non-linearly with data volume

Medium

Dirty data imported from source pollutes the destination

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

  • Bullhorn ATS edition caps Custom Objects at two per entity

    Bullhorn ATS edition limits Custom Objects to two per entity (Candidate, Job, ClientCorporation, Opportunity, Placement), each with 55 fields. The Enterprise tier supports ten. If Unicorn ATS uses more than two extended data schemas on a single entity, those schemas cannot migrate as Custom Objects into a Bullhorn ATS edition instance. We audit the Unicorn ATS custom field inventory during scoping and flag any scope that requires a Bullhorn edition upgrade before migration. This is a structural constraint, not a data quality issue, and must be resolved before migration design begins.

  • Activity logs export as flat CSV losing candidate linkage

    Unicorn ATS exports activity notes and email history as a single flat CSV file with no linkage to the candidate record ID in a form that can be automatically re-associated. When migrating into Bullhorn, we must run a fuzzy-match process on candidate name, email, and application date to reattach history to the correct Bullhorn Candidate record. We flag this limitation upfront and present the customer with a preview of unattached records and the fuzzy-match confidence threshold before committing to the activity history migration scope. Activity records that cannot be matched with sufficient confidence are flagged for manual review or exclusion.

  • ATS v1 and ATS v2 use different stage tracking models

    Bullhorn ATS v1 represents each pipeline stage as a separate Custom Object record generated when a candidate moves, with a Job Reporting junction object tracking the full journey. ATS v2 uses a different stage tracking model. If the customer's Bullhorn instance is on ATS v1, we configure the Job Reporting object and stage automation rules. If on ATS v2, we use the native stage fields. The migration cannot begin until we confirm the target Bullhorn ATS version, because stage mapping logic differs between the two data models. Saved searches migrate automatically in ATS v2; ATS v1 saved search behavior differs.

  • Resume parsing output format varies between ATS platforms

    Bullhorn's resume parsing is a known pain point in staffing agency reviews: parsed resumes can appear without spacing and formatting, especially for new recruiters reviewing applicant records. Unicorn ATS may have stored resumes as structured records, parsed text fields, or raw file attachments. We migrate resume data in the format available from the source export and attach them as file records to Bullhorn Candidate profiles. We do not re-parse resume files during migration. The customer should verify resume display quality in Bullhorn after migration.

  • Custom Component Fields are not supported for general configuration

    Bullhorn's Custom Component Fields are reserved for integration and automation use cases and are not supported for general client configuration. If Unicorn ATS uses custom field structures that map conceptually to Bullhorn Custom Component Fields, we route that extended data to Bullhorn Custom Objects instead, which are the supported mechanism for capturing additional structured information per entity. This requires pre-migration schema design in Bullhorn.

Migration approach

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

  1. Discovery and data export audit

    We audit the Unicorn ATS instance across all record types (Candidates, Companies, Jobs, Pipeline Stages, Placements, Custom Fields, Activity Notes) and estimate record counts per object. We identify the export format available from Unicorn ATS for each object and flag any flat-CSV exports that lack candidate record linkage. We confirm the target Bullhorn edition (ATS, ATS Growth, or Enterprise) and verify the ATS version (v1 or v2) because stage tracking models differ. The discovery output is a written migration scope that includes a Bullhorn edition recommendation if custom object scope exceeds ATS edition limits.

  2. Data cleaning and deduplication

    We strongly recommend a data-cleaning phase of at least two weeks before migration day. We provide a deduplication report identifying duplicate candidate profiles (matched on name, email, and phone), flag records missing critical fields (required Bullhorn fields), and surface outdated job requisitions that should be archived rather than migrated. We also run the fuzzy-match re-association pass for activity log records exported as flat CSV. The customer reviews and approves the cleaning scope before migration begins.

  3. Bullhorn schema design and custom object configuration

    We design the destination Bullhorn schema before any data moves. This includes provisioning Custom Objects per entity (within the ATS edition limit of two per entity unless Enterprise is selected), mapping Unicorn ATS custom fields to typed Bullhorn custom fields, configuring Job Reporting for ATS v1 or stage fields for ATS v2, and setting up Page Layouts per entity. Custom Object Setup Sheets are submitted to Bullhorn Support via ticket for schema registration. Bullhorn's support team validates the JSON schema and notifies us when the configuration is active before data import begins.

  4. Sandbox migration and reconciliation

    We run a full migration into a Bullhorn sandbox environment using production-like data volume. The customer's Bullhorn admin reconciles record counts (Candidates in, ClientCorporations in, JobOrders in, Placements in, Activity records in), spot-checks 25-50 random records against the Unicorn ATS source, and signs off the schema and mapping before production migration begins. Any mapping corrections and custom object adjustments happen in the sandbox, not in production. Bullhorn Launch includes sandbox access for configuration testing.

  5. Production migration in dependency order

    We run production migration in record-dependency order: ClientCorporation (employer records, required for JobOrder), JobOrder (requisitions), Candidate (applicants), JobSubmission (applications linking Candidate to JobOrder), Placement (filled positions), Activity history (Notes, Tasks, Events via Bulk API), Custom Objects (last because they may have lookups to standard objects). Saved searches from the source Unicorn ATS instance are inventoried and documented; Bullhorn's New Candidate List migrates saved searches automatically and Bullhorn Support can re-trigger migration if any are missed. Each phase emits a row-count reconciliation report before the next phase begins.

  6. Cutover, validation, and automation rebuild handoff

    We freeze Unicorn ATS writes during cutover, run a final delta migration of any records modified during the migration window, then enable Bullhorn as the system of record. We deliver a written inventory of every active automation, pipeline rule, and workflow configuration in Unicorn ATS that requires rebuild in Bullhorn. We support a one-week hypercare window where we resolve any reconciliation issues raised by the customer's Bullhorn team. We do not rebuild workflows, sequences, or automation rules inside the migration scope; those are documented for the customer's Bullhorn admin to configure or for a separate Bullhorn implementation engagement.

Platform deep dives

Context on both ends of the pair

Unicorn ATS logo

Unicorn ATS

Source

Strengths

  • Centralized candidate pipeline management across all open requisitions
  • Job board distribution and career portal integration
  • Automated interview scheduling and calendar coordination
  • Standardized offer letter and approval workflow generation
  • Reporting dashboards for time-to-hire and source effectiveness

Weaknesses

  • Limited export flexibility makes data portability difficult before switching
  • Mobile experience for recruiters and hiring managers is reported as clunky
  • Custom field and workflow configuration requires technical knowledge
  • Hidden or unclear pricing for advanced features creates budget uncertainty
  • Activity log and note data often cannot be cleanly exported in structured form
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 Unicorn ATS 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

    Unicorn ATS: Not publicly documented..

  • Data volume sensitivity

    B

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

Estimator

Estimate your Unicorn ATS 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 Unicorn ATS to Bullhorn ATS & CRM data migrations

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

Can't find your answer?

Walk through your Unicorn ATS to Bullhorn ATS & CRM migration with a real engineer — 30 minutes, free, written quote within 24 hours.

Book a free 30 minute consultation

Most migrations land between five and eight weeks for agencies under 20,000 candidates and 3,000 jobs with clean export data and no custom object configuration required. Migrations with duplicate-heavy candidate databases, large activity histories requiring fuzzy-match re-association, custom object configuration in Bullhorn, or multi-division rollout move to twelve to twenty weeks. Bullhorn's standard onboarding (Bullhorn Launch) includes up to 15,000 records and runs within two weeks of account provisioning; migration timeline above that threshold is driven by data volume and remediation scope.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Unicorn ATS.
Land in Bullhorn ATS & CRM, intact.

Tell us record counts and timeline. We'll come back with a written quote inside 1 business day — no commitment, no sales pitch.

Accuracy guarantee Rollback included Quote in 1 business day