HRMS migration
Field-level mapping, validation, and rollback between Talent Genie and Bullhorn ATS & CRM. We move data and schema; workflows are rebuilt natively in Bullhorn ATS & CRM.
Talent Genie
Source
Bullhorn ATS & CRM
Destination
Compatibility
9 of 12
objects map 1:1 between Talent Genie and Bullhorn ATS & CRM.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Moving from Talent Genie to Bullhorn requires navigating Talent Genie's absence of a public REST API, which means the entire source export relies on the platform's CSV/Excel bulk export function and, where needed, scripted session-layer extraction during a controlled migration window. Bullhorn receives data through its REST API with configurable custom objects capped at 2 (ATS edition) or up to 10 (Front Office Growth/Enterprise edition), each supporting 55 fields. We map Talent Genie's custom interview scorecard schemas to Bullhorn custom objects, preserve the chronological audit trail as Notes or Tasks, and route Talent Genie's custom hiring stages to Bullhorn pipeline Record Types and Sales Processes. We do not migrate workflows, automations, or onboarding documents; we deliver a written inventory of Talent Genie's active configuration 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 Genie 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 Genie
Candidate
Bullhorn ATS & CRM
Candidate
1:1Talent Genie candidate records map to Bullhorn Candidate. Parsed resume fields (name, email, phone, location, skills, work history) map to Bullhorn Candidate standard fields. Social media verification flags (boolean status fields) map to Bullhorn custom fields on the Candidate record. The raw resume file attaches as a ContentDocument linked via ContentDocumentLink. We extract candidate source attribution and social verification flags during discovery and route them to Bullhorn standard fields or custom fields depending on the Bullhorn edition provisioned.
Talent Genie
Job
Bullhorn ATS & CRM
JobOrder
1:1Talent Genie job requisitions map to Bullhorn JobOrder. Title, department, location, description, and posting status transfer directly. We flag any jobs archived or paused in Talent Genie as Inactive on the Bullhorn JobOrder with the original status preserved in a custom field for reference. JobOrder is created before Candidate-to-Job associations to satisfy the foreign-key relationship.
Talent Genie
User
Bullhorn ATS & CRM
User
1:1Talent Genie users (Admin, Recruiter, Hiring Manager roles) map to Bullhorn User records. Email address is the dedupe and matching key. Role-based access flags transfer as Bullhorn custom fields or department assignments. We resolve every Talent Genie owner reference on Candidate, Job, and Engagement records to the corresponding Bullhorn User by email match. Any Talent Genie user without a matching Bullhorn User is placed in a reconciliation queue for the customer's admin to provision before record import continues.
Talent Genie
Interview Scorecard
Bullhorn ATS & CRM
Custom Object (customObject1s - customObject10s)
lossyTalent Genie's custom scorecard schemas—rating scales, criteria fields, mandatory/optional flags—are tenant-specific and must be individually captured during discovery. We export the live scorecard template and all submitted evaluations before migration. Each distinct scorecard type maps to a Bullhorn Custom Object (up to 2 on Bullhorn ATS, up to 10 on Front Office Growth/Enterprise). Rating values, free-text notes, and evaluator attribution transfer as typed fields. If the customer has more scorecard types than Bullhorn supports in their edition, we prioritize the highest-volume scorecards and flag the remainder for manual handoff or a phased custom-object expansion.
Talent Genie
Hiring Pipeline Stage
Bullhorn ATS & CRM
Record Type + Sales Process on JobOrder
lossyTalent Genie configurable pipeline stages (Application Received, Screening, First Interview, Final Interview, Offer, and any tenant-added stages) map to Bullhorn JobOrder Sales Processes with stage values whitelisted per pipeline. Stage order, names, and probability percentages transfer. Bullhorn enforces stage whitelists at the API level, so we configure the Sales Process in the destination org before JobOrder migration begins.
Talent Genie
Resume File
Bullhorn ATS & CRM
ContentDocument on Candidate
1:1The raw resume file attachment exports from Talent Genie alongside parsed text fields. We attach the file to the corresponding Bullhorn Candidate record via ContentDocument and ContentDocumentLink. The parsed resume text also migrates as standard Candidate fields so that Bullhorn's own search and parsing can operate on the structured data independently.
Talent Genie
Audit Trail
Bullhorn ATS & CRM
Task or Note (chronological log)
1:1Talent Genie's immutable audit log (stage changes, user assignments, scorecard submissions, status updates) exports as a chronological event feed. We reconstruct it as a series of Task records with TaskSubtype = LogEvent (or Note records for longer narratives) ordered by the original timestamp, preserving who took each action and when. Bullhorn's activity timeline renders these as a readable history on the Candidate record. Note that the original Talent Genie UI formatting cannot be fully replicated; we preserve the event content and chronology.
Talent Genie
Social Media Verification
Bullhorn ATS & CRM
Custom Fields on Candidate
1:1Talent Genie cross-references candidate profiles against social media signals, stored as boolean or status fields on the candidate record. These map to Bullhorn custom fields on the Candidate object (e.g., linkedin_verified__c as a checkbox). If the customer's Bullhorn edition supports fewer custom fields than there are verification flags, we prioritise the highest-confidence signals and document the remainder.
Talent Genie
Calendar Sync Record
Bullhorn ATS & CRM
Event
1:1Talent Genie interview scheduling generates calendar entries that sync with Google Calendar or Outlook. The event ID, timestamp, candidate association, and recruiter association export as part of the interview record. We map these to Bullhorn Event records with StartDateTime, EndDateTime, and Location preserved, and EventRelation records linking attendees to the Candidate and User. Bullhorn calendar sync is established post-migration; the historical calendar IDs are informational only and do not reconnect in Bullhorn.
Talent Genie
Custom Properties
Bullhorn ATS & CRM
Custom Fields or Custom Objects on Candidate/JobOrder
lossyTalent Genie allows recruiters to add custom fields to candidate or job records. During discovery, we detect all active custom properties, export their values per record, and generate a field mapping table. Fields of simple types (text, number, date, boolean) map to Bullhorn custom fields on the respective object. Fields with complex structures or multi-value semantics map to Bullhorn custom objects linked to the parent record. The mapping respects Bullhorn's 55-field limit per custom object when that boundary applies.
Talent Genie
Placement
Bullhorn ATS & CRM
Placement
1:1If Talent Genie tracks placement records (the outcome of a successful hire), these map to Bullhorn Placement records with the candidate, job order, client, and start date transferred. Placement status, billing information, and pay rate fields migrate where the Talent Genie schema includes them.
Talent Genie
Reports and Analytics
Bullhorn ATS & CRM
None
1:1Talent Genie aggregates analytics (time-to-hire, source effectiveness, pipeline conversion) on-read from underlying data rather than storing them as exportable records. We do not migrate calculated analytics. We provide a written reference of the reports and metrics the customer used in Talent Genie so their Bullhorn admin can configure equivalent dashboards in Bullhorn using the migrated underlying data.
| Talent Genie | Bullhorn ATS & CRM | Compatibility | |
|---|---|---|---|
| Candidate | Candidate1:1 | Fully supported | |
| Job | JobOrder1:1 | Fully supported | |
| User | User1:1 | Fully supported | |
| Interview Scorecard | Custom Object (customObject1s - customObject10s)lossy | Fully supported | |
| Hiring Pipeline Stage | Record Type + Sales Process on JobOrderlossy | Fully supported | |
| Resume File | ContentDocument on Candidate1:1 | Fully supported | |
| Audit Trail | Task or Note (chronological log)1:1 | Mapping required | |
| Social Media Verification | Custom Fields on Candidate1:1 | Mapping required | |
| Calendar Sync Record | Event1:1 | Fully supported | |
| Custom Properties | Custom Fields or Custom Objects on Candidate/JobOrderlossy | Mapping required | |
| Placement | Placement1:1 | Fully supported | |
| Reports and Analytics | None1:1 | 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.
Talent Genie gotchas
No public API documentation for direct export
Pricing requires a sales contact with no published tiers
Custom scorecard schemas are tenant-specific
Audit trail exports as unstructured event log
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 export method confirmation
We audit the Talent Genie portal across active candidates, jobs, users, custom scorecard schemas, pipeline stage configurations, audit trail volume, and custom properties. We confirm the CSV export method and identify any fields not covered by the standard export that require session-layer scripted extraction. We also confirm the customer's intended Bullhorn edition (ATS, Corporate, or Enterprise) because the custom object capacity (2 vs 10 per entity) directly determines how we map Talent Genie's scorecard and custom property schemas. The discovery output is a written migration scope, a Bullhorn edition recommendation if not already selected, and a request to open a Bullhorn Support ticket for custom object provisioning.
Bullhorn custom object provisioning and schema design
We coordinate with the customer's Bullhorn admin to submit the Custom Object Setup Sheet to Bullhorn Support, requesting the number of custom objects needed based on the Talent Genie scorecard count and custom property complexity. While Bullhorn Support provisions the custom objects, we design the Bullhorn schema: Record Types and Sales Processes per Talent Genie pipeline, custom field definitions on Candidate and JobOrder, and the mapping of Talent Genie custom properties to Bullhorn custom fields or custom objects. Schema is validated in a Bullhorn Sandbox before production migration begins.
Sandbox migration and reconciliation
We run a full migration into the customer's Bullhorn Sandbox using representative data volume. The customer's Bullhorn admin reconciles record counts (Candidates in, Jobs in, Users in, Scorecard evaluations in, Activity entries in), spot-checks 25-50 candidate records against the Talent Genie source, and validates that pipeline stages and scorecard data rendered correctly. Any field mapping corrections, custom object configuration adjustments, or Bullhorn Support provisioning gaps surface here before production migration opens.
Owner reconciliation and User provisioning
We extract every distinct Talent Genie user referenced on Candidate, Job, and Engagement records and match by email against the Bullhorn destination org's User table. Any Talent Genie user without a matching Bullhorn User is placed in a reconciliation queue. The customer's Bullhorn admin provisions missing Users (active status matching the Talent Genie user's current access level). Migration cannot proceed past this step because Bullhorn requires valid OwnerId references on most standard objects.
Production migration in dependency order
We run production migration in record-dependency order: Users (manual provisioning validated), JobOrders (from Talent Genie Jobs), Candidates (with the social media verification flags and resume files attached), Placements, custom object instances for scorecards, audit trail reconstruction as Task records, and custom properties routed to Bullhorn custom fields or custom objects. Bullhorn's REST API handles standard object writes; we use the Bulk API 2.0 for large-volume activity reconstruction with chunking, parent-record lookup resolution, and exponential backoff. Each phase emits a row-count reconciliation report before the next phase begins.
Cutover, validation, and configuration rebuild handoff
We freeze Talent Genie write activity 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 Talent Genie workflow, automation, and stage-configuration inventory document to the customer's Bullhorn admin for rebuild in Bullhorn's workflow builder. We support a one-week hypercare window where we resolve any reconciliation issues raised by the recruiting team. We do not rebuild Talent Genie workflows or scorecard templates as Bullhorn configurations inside the migration scope; that work is handled by the customer's Bullhorn admin or a Bullhorn implementation partner.
Platform deep dives
Talent Genie
Source
Strengths
Weaknesses
Bullhorn ATS & CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard HRMS migration. All 7 core objects map 1:1 between Talent Genie and Bullhorn ATS & CRM.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Talent Genie and Bullhorn ATS & CRM.
Object compatibility
All 7 core objects map 1:1 between Talent Genie 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 Genie: Not publicly documented.
Data volume sensitivity
Talent Genie 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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