HRMS migration
Field-level mapping, validation, and rollback between Talent Ninja and Bullhorn ATS & CRM. We move data and schema; workflows are rebuilt natively in Bullhorn ATS & CRM.
Talent Ninja
Source
Bullhorn ATS & CRM
Destination
Compatibility
8 of 12
objects map 1:1 between Talent Ninja and Bullhorn ATS & CRM.
Complexity
BStandard
Timeline
2-4 weeks
Overview
Moving from Talent Ninja to Bullhorn is a platform upgrade for staffing and recruiting agencies that have outgrown Talent Ninja's small-team feature set. Talent Ninja organizes recruiting data around Candidates, Job Postings, and Application records in a flat schema; Bullhorn uses a richer entity model with Candidate, Job Order, Placement, Client Corporation, and Contact objects linked by foreign keys. We resolve the schema gap during scoping, map Talent Ninja custom properties to Bullhorn custom fields or Custom Objects, and use Bullhorn's REST API with batch chunking to load candidate profiles, hiring stage histories, interview scores, and offer details. Bullhorn Automation workflows, Bullhorn Onboarding packages, and any external ATS integrations built on top of Talent Ninja do not migrate as code; we deliver a written automation inventory for the customer's Bullhorn admin to rebuild post-migration.
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 Talent Ninja 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.
Talent Ninja
Candidate
Bullhorn ATS & CRM
Candidate
1:1Talent Ninja Candidate records map to Bullhorn Candidate. We map standard fields (name, email, phone, address) directly. Talent Ninja custom properties on the Candidate record map to Bullhorn custom fields on the Candidate entity. Where Talent Ninja uses multi-checkbox properties, we map to Bullhorn multi-select picklist or a Custom Object if the data structure warrants a related entity. Skills and tags from Talent Ninja migrate to Bullhorn Skill and Specialty fields or to a Candidate Custom Object depending on the customer's usage pattern.
Talent Ninja
Job Posting
Bullhorn ATS & CRM
Job Order
1:1Talent Ninja Job Postings map to Bullhorn Job Order. The job title, description, requirements, and location fields migrate directly. Talent Ninja's job status (open, closed, draft) maps to Bullhorn's JobOrderStatus field. We preserve the published date and any custom job classification fields as custom fields on the Job Order. Job Orders in Bullhorn are the parent entity for all related Submissions and Placements.
Talent Ninja
Application
Bullhorn ATS & CRM
Submission
1:1Talent Ninja Application records map to Bullhorn Submission. The submission date, current stage, and stage history migrate as custom fields or as a Submission History Custom Object if the customer relies on multi-stage progression for reporting. We resolve the Candidate reference and Job Order reference before inserting Submissions to satisfy Bullhorn's foreign-key requirements.
Talent Ninja
Application Stage
Bullhorn ATS & CRM
Submission Status
lossyTalent Ninja hiring stages (applied, screening, interview, offer, hired, rejected) map to Bullhorn Submission status values. We configure the Bullhorn Job Order's status order to match the customer's Talent Ninja stage sequence during migration setup. Any custom stages beyond the standard five become custom Submission Status values configurable in Bullhorn Field Mappings.
Talent Ninja
Client (implicit)
Bullhorn ATS & CRM
Client Corporation + Contact
1:manyTalent Ninja does not have a dedicated client entity; client information lives as attributes on Job Postings. Bullhorn separates Client Corporation (the employing company) from Contact (the hiring manager or recruiter at that company). We extract unique employer entities from Talent Ninja Job Postings and create Client Corporation records, then extract staffing contact information to create related Contact records with a ClientCorporation lookup.
Talent Ninja
Interview Score / Rating
Bullhorn ATS & CRM
Custom Object: Interview Evaluation
1:1Talent Ninja interview scores and evaluation notes migrate to a Bullhorn Custom Object (Interview Evaluation) linked to the Submission via a lookup relationship. We pre-create the Custom Object schema with fields for evaluator name, score, date, and notes before migration. Bullhorn Custom Objects allow this entity to extend Candidate, JobOrder, Submission, and Placement as needed.
Talent Ninja
Offer Details
Bullhorn ATS & CRM
Placement
1:1Talent Ninja offer details (salary, start date, benefits, offer status) map to Bullhorn Placement. Bullhorn Placement is the canonical record for a hired candidate and includes billing rate, commission, and onboarding status fields that Talent Ninja does not model. We populate Placement fields from Talent Ninja offer data and set the Placement date to the offered start date.
Talent Ninja
Candidate Work History
Bullhorn ATS & CRM
Candidate Work History
1:1Talent Ninja work history entries (employer, title, dates, description) map to Bullhorn Candidate Work History sub-records. We maintain the chronological ordering by setting start and end dates during import. Bullhorn's Work History entity is a separate related entity from the Candidate itself, requiring parent-record resolution during migration.
Talent Ninja
Candidate Education
Bullhorn ATS & CRM
Candidate Education
1:1Talent Ninja education records (institution, degree, field, graduation date) migrate to Bullhorn Candidate Education. We resolve the parent Candidate by email dedupe during migration. Education records attach to the Candidate as a related entity with degree level mapped to the standard degree picklist.
Talent Ninja
User / Recruiter
Bullhorn ATS & CRM
Bullhorn User
1:1Talent Ninja users (recruiters, sourcers, admins) map to Bullhorn User records. We match by email address. Any Talent Ninja user without a corresponding Bullhorn User goes to a reconciliation queue for the customer's Bullhorn admin to provision before record import completes, because OwnerId references on Candidate, Job Order, and Submission must resolve to an active User.
Talent Ninja
Custom Property (generic)
Bullhorn ATS & CRM
Custom Field or Custom Object
lossyTalent Ninja custom properties that are simple key-value pairs map to Bullhorn custom fields on the appropriate entity. Custom properties with multi-value, nested, or entity-reference semantics map to Bullhorn Custom Objects. We design the Custom Object schema during scoping, pre-create it via Bullhorn metadata API, and then load the data. Bullhorn restricts Custom Component Fields to integration use; we avoid them for general client data and use supported Custom Objects instead.
Talent Ninja
Candidate Tags
Bullhorn ATS & CRM
Candidate Specialty
lossyTalent Ninja tags on Candidate records migrate to Bullhorn Specialty fields or a multi-select picklist depending on tag cardinality. We inventory the distinct tag values during scoping and recommend a field type that balances usability in Bullhorn's UI with migration fidelity. Tags used for sourcing attribution migrate to a custom field rather than Bullhorn's standard Specialty to preserve the sourcing signal.
| Talent Ninja | Bullhorn ATS & CRM | Compatibility | |
|---|---|---|---|
| Candidate | Candidate1:1 | Fully supported | |
| Job Posting | Job Order1:1 | Fully supported | |
| Application | Submission1:1 | Fully supported | |
| Application Stage | Submission Statuslossy | Fully supported | |
| Client (implicit) | Client Corporation + Contact1:many | Fully supported | |
| Interview Score / Rating | Custom Object: Interview Evaluation1:1 | Fully supported | |
| Offer Details | Placement1:1 | Fully supported | |
| Candidate Work History | Candidate Work History1:1 | Fully supported | |
| Candidate Education | Candidate Education1:1 | Fully supported | |
| User / Recruiter | Bullhorn User1:1 | Fully supported | |
| Custom Property (generic) | Custom Field or Custom Objectlossy | Fully supported | |
| Candidate Tags | Candidate Specialtylossy | Fully 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.
Talent Ninja gotchas
No documented REST API surface
Multiple unrelated 'Talent Ninja' products exist
Job-board credentials do not migrate
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
Source data extraction and schema inventory
We export candidate records, job postings, applications, and related entities from Talent Ninja via CSV. We inventory the full schema including standard fields, custom properties, stage definitions, tag taxonomies, and user list. This output is a written schema map used to design the Bullhorn field mapping specification before any Bullhorn configuration begins.
Bullhorn edition selection and sandbox provisioning
We confirm the customer's target Bullhorn edition (Staffing, CRM, or Enterprise) based on required features (Bullhorn Automation, Bullhorn Onboarding, advanced reporting, VMS integration). We provision a Bullhorn Sandbox environment for migration validation. Bullhorn's own documentation indicates small agencies are typically operational within weeks; we use the sandbox to validate the full data migration before any production write occurs.
Bullhorn schema design and Field Mappings configuration
We design the Bullhorn schema to receive Talent Ninja data. This includes creating any required Custom Objects, configuring custom fields on Candidate, JobOrder, Submission, and Placement entities, setting Submission status values per Job Order, and building ClientCorporation and Contact hierarchies from the implicit client data in Talent Ninja Job Postings. Field Mappings are configured in Bullhorn to control what fields display and what values they contain in the migrated records.
Sandbox migration and reconciliation
We run a full migration into the Bullhorn Sandbox using production-like data volume. The customer's recruiting operations lead reconciles record counts, spot-checks candidate profiles against Talent Ninja, validates that job order data links to the correct client corporations, and confirms that submission status values match the original Talent Ninja stage history. Any mapping corrections occur in sandbox before production migration begins.
User provisioning and owner reconciliation
We extract all Talent Ninja users referenced as record owners and match them against the Bullhorn destination org's User table by email. Any Talent Ninja user without a matching Bullhorn User is flagged in a reconciliation queue for the customer's Bullhorn admin to provision. Migration cannot proceed past Submission import because OwnerId references must resolve to an active Bullhorn User.
Production migration in dependency order
We run production migration in record-dependency order: ClientCorporation (from Talent Ninja client data), then Contact, then Bullhorn User provisioning validation, then JobOrder (from Talent Ninja Job Postings), then Candidate (with Work History and Education as separate related inserts), then Submission (with CandidateId and JobOrderId resolved), then Offer/Placement data, then Custom Object records. Each phase emits a row-count reconciliation report before the next phase begins. Bullhorn's REST API handles batch chunking and rate-limit backoff automatically during inserts.
Cutover, validation, and automation rebuild handoff
We freeze Talent Ninja 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 the Workflow and Automation inventory document to the customer's Bullhorn admin team. We support a one-week hypercare window for reconciliation issues. We do not rebuild Talent Ninja workflow rules as Bullhorn Automation inside the migration scope; that is a separate engagement or an internal admin task.
Platform deep dives
Talent Ninja
Source
Strengths
Weaknesses
Bullhorn ATS & CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard HRMS migration. All 7 core objects map 1:1 between Talent Ninja and Bullhorn ATS & CRM.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Talent Ninja and Bullhorn ATS & CRM.
Object compatibility
All 7 core objects map 1:1 between Talent Ninja and Bullhorn ATS & CRM.
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
Talent Ninja: Not publicly documented.
Data volume sensitivity
Talent Ninja 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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FAQ
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