HRMS migration

Migrate from Cegid Talent to Bullhorn ATS & CRM

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

Cegid Talent logo

Cegid Talent

Source

Bullhorn ATS & CRM

Destination

Bullhorn ATS & CRM logo

Compatibility

64%

9 of 14

objects map 1:1 between Cegid Talent and Bullhorn ATS & CRM.

Complexity

BStandard

Timeline

4-6 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Cegid Talent is built on two separate systems with different APIs and authentication: the Hello Talent ATS (Jobseeker endpoints) and the Talentsoft Hub Core HR (employee and compensation records). Bullhorn is a unified ATS/CRM built for staffing agencies with a single REST API covering Candidate, ClientCorporation, ClientContact, JobOrder, JobSubmission, and Placement. We extract from both Cegid stacks, reunify candidates and employees by ID, and write into Bullhorn's relational schema respecting the Candidate-to-JobOrder-to-Placement lifecycle. Bullhorn's per-user pricing and active partner marketplace are the primary drivers for teams leaving Cegid Talent's opaque per-module subscription model and its documented API limitations including a 20-minute token expiry and no bulk export endpoint.

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

Cegid Talent logo

Cegid Talent

What's pushing teams away

  • Third-party integrations are sparse — users report that Cegid Talent does not connect natively to common tools they already use.
  • The e-learning and training module is described as heavy, slow, and lacking fluidity compared to dedicated LMS platforms.
  • No mobile application forces users to access the system through an intranet browser, with sessions that close if the tab is left idle.
  • Complex reporting is cited as non-intuitive and hard to navigate, limiting self-service analytics for HR teams.
  • Migration away is complicated by the dual-stack architecture — data lives in both the Talentsoft Hub and Hello Talent systems with separate exports.

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 Cegid Talent objects map to Bullhorn ATS & CRM

Each row shows how a Cegid Talent 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.

Cegid Talent

Candidate (Jobseeker)

maps to

Bullhorn ATS & CRM

Candidate

1:1
Fully supported

Cegid Talent candidates are managed in the Hello Talent ATS module via Jobseeker endpoints under a Brand-scoped URL. We extract the full candidate file including application status, contact fields, custom fields, and source attribution. Bullhorn Candidate is the target with email or phone used as the dedupe key. Custom CamposUtil fields from Cegid require explicit remapping to Bullhorn custom fields; we generate the Bullhorn Field Maps configuration for each custom field before migration begins.

Cegid Talent

JobOffer

maps to

Bullhorn ATS & CRM

JobOrder

1:1
Fully supported

Cegid Talent JobOffers aggregate vacancy metadata (title, description, department, employment type, salary range) before publication. The JobOfferService API returns these by Brand with customFields in camelCase. We map each JobOffer to a Bullhorn JobOrder, preserving salary information in custom fields since Bullhorn JobOrder standard fields do not include a native salary range structure.

Cegid Talent

JobAd

maps to

Bullhorn ATS & CRM

JobOrder (published representation)

1:1
Fully supported

Cegid Talent JobAds are the published form of a JobOffer. The JobAdService API returns the job ad by reference, description, properties, and location. One vacancy with multiple locations generates multiple JobAds in Cegid; Bullhorn JobOrder stores a single location per order. We split multi-location JobAds into separate Bullhorn JobOrder records and maintain a parent-reference custom field to preserve the original Cegid grouping.

Cegid Talent

Application

maps to

Bullhorn ATS & CRM

JobSubmission

1:1
Fully supported

Cegid Talent application records (candidate applied to JobOffer) map to Bullhorn JobSubmission records linked to the migrated Candidate and JobOrder. Application status (applied, screened, interviewed, rejected, offer extended) migrates to JobSubmission status and is preserved in a custom field for audit. Applications without a matching Bullhorn JobOrder or Candidate are held in a reconciliation queue.

Cegid Talent

Employee (Talentsoft Hub)

maps to

Bullhorn ATS & CRM

ClientCorporation

1:1
Fully supported

Cegid Talent employee records live in the Talentsoft Hub Core HR module with separate API authentication (APIKey on CegidLife portal). We extract employee organizational assignments, manager relationships, and department affiliations. These map to Bullhorn ClientCorporation records representing the candidate's employing organization. Bullhorn ClientCorporation supports a hierarchical structure that we use to represent Talentsoft Hub's organizational tree.

Cegid Talent

Organizational Unit (Talentsoft Hub)

maps to

Bullhorn ATS & CRM

ClientCorporation hierarchy

1:1
Fully supported

The Talentsoft Hub org tree (departments, sub-departments, manager relationships) is accessible via the Talentsoft Hub API. We export the full hierarchy including department assignments and manager IDs, then reconstruct it as a Bullhorn ClientCorporation parent-child hierarchy. Org unit IDs are preserved as a custom field for reconciliation. Bullhorn does not have a native standalone org chart object; the hierarchy is represented through ClientCorporation parent links.

Cegid Talent

Owner (from both stacks)

maps to

Bullhorn ATS & CRM

User

1:1
Fully supported

Cegid Talent Owner records from both Hello Talent and Talentsoft Hub are matched by email to Bullhorn User records in the destination org. Owners without a Bullhorn User match are placed in a reconciliation queue. The customer provisions any missing Bullhorn users before record import resumes. User provisioning is validated before any record migration begins.

Cegid Talent

Custom Fields (CamposUtil pattern)

maps to

Bullhorn ATS & CRM

Custom Fields (Field Maps)

lossy
Fully supported

Cegid Talent stores user-defined fields in a CamposUtil extension pattern defined per-tenant across both Hello Talent and Talentsoft Hub modules. There is no single API call returning all custom field definitions across both stacks. We query each module's schema endpoint separately, extract the full custom field definitions, generate Bullhorn custom field configurations for each, and create them in the destination Bullhorn org via Bullhorn Support or Field Maps. Deeply nested custom field groups may require a manual review step with the customer.

Cegid Talent

Performance Review

maps to

Bullhorn ATS & CRM

Custom Object (configuration)

lossy
Fully supported

Cegid Talent performance review records (objectives, ratings, review cycle data) have no direct Bullhorn standard object equivalent because Bullhorn is a recruitment ATS rather than a performance management system. We extract review metadata and ratings as a Bullhorn Custom Object (Front Office Growth or Enterprise edition required for more than two custom objects per entity) with fields for cycle name, reviewer, reviewee, rating, and status. Bullhorn Support provisions the custom object via a setup spreadsheet ticket. If Bullhorn Performance Management is not licensed, this data migrates as a standalone configuration outside the standard recruitment workflow.

Cegid Talent

Training Course (LMS)

maps to

Bullhorn ATS & CRM

Custom Object on Candidate

lossy
Fully supported

Cegid Talent's learning module manages a training catalog with course metadata, enrollment records, and completion tracking. We extract course metadata and enrollment history but SCORM content packages are excluded as binary content not accessible via API. Training completion data migrates as a Bullhorn Custom Object attached to the Candidate record to preserve the candidate's development history. This approach requires Bullhorn Support to provision the custom object with 55 fields per Bullhorn custom object limit.

Cegid Talent

Compensation Record

maps to

Bullhorn ATS & CRM

Custom Object on ClientCorporation or Placement

lossy
Fully supported

Cegid Talent compensation data (salary history, bonuses, equity) lives in the Talentsoft Hub module, often restricted by HRIS permissions not exposed on all API tiers. We request explicit permission during discovery and extract the data if accessible. Compensation migrates to Bullhorn as a custom object; placement-based compensation maps to the Bullhorn Placement record. Compensation data requires Bullhorn Professional or higher and a custom object setup through Bullhorn Support.

Cegid Talent

Brand (Career Site Configuration)

maps to

Bullhorn ATS & CRM

Bullhorn JobBoard / Career Portal

lossy
Fully supported

A Cegid Talent Brand is the configuration set driving a career website and Jobboard URL, created in Recruiting Back Office by a Super Admin with language settings and brand metadata. Bullhorn's career portal and job distribution integrations replace the Cegid career site. We document the active Brands and their configurations for the customer's admin to configure the equivalent Bullhorn JobBoard and LinkedIn Recruiter seat mappings post-migration.

Cegid Talent

Engagement: Notes and Tasks

maps to

Bullhorn ATS & CRM

Task

1:1
Fully supported

Cegid Talent engagement records (recruiter notes, call records, internal tasks) from both stacks map to Bullhorn Task records. Bullhorn Task supports TaskSubtype (Call, Email, Note) for classification. We preserve activity timestamps, assign tasks to the migrated Candidate or ClientCorporation, and maintain the full activity chronology by setting ActivityDate to the original Cegid timestamp. Bullhorn Bulk API 2.0 handles large engagement volumes with chunking and parent-record lookup resolution.

Cegid Talent

Documents (binary attachments)

maps to

Bullhorn ATS & CRM

Not migrated via API

1:1
Fully supported

Documents attached to candidates, employees, or training records in Cegid Talent are not accessible via the public REST APIs. Resume files, contracts, and certificates require either a manual export through the Cegid admin portal or a Cegid Professional Services engagement. We flag document attachment export as out-of-scope for standard API-based migrations and offer a file-level export option at additional cost. We document the file naming conventions and record associations so that the customer can manually attach files post-migration if needed.

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.

Cegid Talent logo

Cegid Talent gotchas

High

Dual-stack architecture fragments candidate and employee records across two APIs

Medium

Token-based auth expires after 20 minutes and requires server-side token management

Medium

Custom fields vary by tenant and by module with no standard schema export

High

Document attachments not accessible via the public REST API

Medium

No bulk API endpoint — migrations run record-by-record

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

  • Cegid Talent dual-stack fragments candidate and employee records across two APIs

    Cegid Talent is built on two systems merged through acquisition: the Hello Talent ATS (origin: Technomedia, 2016) and the Talentsoft Hub Core HR (origin: Talentsoft, 2021). Candidates and applications live in the Hello Talent Recruiting FrontOffice API while employee records and compensation live in the Talentsoft Hub API. The two APIs use different authentication methods (client_id/secret vs APIKey on CegidLife) and different object schemas. We handle both API surfaces in a single migration project and reunify records using candidate ID as the join key. Customers are often unaware their system spans two products until we surface the data map during discovery.

  • Cegid Talent token expires after 20 minutes with no bulk export endpoint

    The Cegid Talent Hello Talent API uses OAuth-style tokens with a 20-minute expiration. The API documentation explicitly warns against requesting a new token between each call and recommends server-side token management. We implement server-side token reuse across batch requests with automatic refresh mid-job. Separately, neither Cegid Talent stack exposes a bulk or batch endpoint — all operations are per-record HTTP calls. Large migrations (10,000+ candidates, 500+ jobs) require careful pagination, chunked export strategy, and exponential backoff on rate-limit responses.

  • Bullhorn Custom Objects require Support ticket provisioning

    Bullhorn Custom Objects cannot be created via the self-service admin UI — they require a Bullhorn Support ticket with a completed Custom Object Setup spreadsheet listing each field name, type, and description. Bullhorn editions limit the count: 2 custom objects per entity on Bullhorn ATS, 10 on Front Office Growth and Enterprise. We file the provisioning ticket early in the migration timeline, and any custom object requiring more fields than the 55-field limit must be split across multiple custom objects.

  • Bullhorn edition limits affect migration scope for staffing agencies

    Bullhorn editions gate features that affect what we can migrate: Custom Object count (2 on ATS, 10 on Growth/Enterprise), API access tier, and BH Analytics availability. If the source Cegid Talent instance has performance review data, training history, or compensation data requiring custom objects, the customer may need to upgrade Bullhorn edition before we can provision the destination schema. We identify the required edition during discovery and flag any upgrade requirement before production migration.

  • Cegid Talent custom CamposUtil fields have no single API export

    Both Cegid Talent modules store custom fields in a CamposUtil extension pattern defined per-tenant and per-module. There is no single endpoint returning all custom field definitions across both stacks. We query each module's schema endpoint separately before migration, extract the full custom field definitions, then generate Bullhorn custom field configurations that mirror the source. Deeply nested custom field groups or fields with complex data types (multi-select, date ranges, formula fields) may require a manual review step and explicit customer confirmation before mapping.

Migration approach

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

  1. Discovery and dual-API extraction audit

    We audit the source Cegid Talent instance across both stacks: Hello Talent ATS (candidates, applications, job offers, job ads, brands) via the Recruiting FrontOffice API, and Talentsoft Hub (employees, org units, compensation, performance reviews) via the Talentsoft Hub API. We identify authentication patterns, field schemas, custom field definitions per module, and estimate record volumes for each object. We produce a written migration scope document that lists every object, its source API, estimated volume, and the Bullhorn destination. We also identify the Bullhorn edition required to hold the migration scope and flag any edition upgrade requirements before migration begins.

  2. Bullhorn schema design and Custom Object provisioning

    We design the Bullhorn destination schema in a Sandbox environment. For each Cegid Talent custom field, we create a corresponding Bullhorn custom field via Bullhorn Field Maps. Bullhorn Custom Objects are filed as Support tickets with the completed setup spreadsheet; this step happens early because Bullhorn Support turnarounds can take three to five business days. We configure JobOrder Record Types and Sales Processes to match Cegid Talent job offer pipelines, and set up the ClientCorporation hierarchy to mirror the Talentsoft Hub org tree. Schema is validated in Sandbox before any production migration step.

  3. Sandbox migration and record reconciliation

    We run a full migration into a Bullhorn Sandbox using production-like data volumes. We migrate in dependency order: User accounts (matched by email), ClientCorporation hierarchy, Candidates with source attribution preserved, JobOrders, JobSubmissions, then custom object data. The customer reconciles record counts (candidates in, client corporations in, job orders in, job submissions in) and spot-checks 25-50 records against the Cegid Talent source. Any mapping corrections and custom field adjustments are resolved in Sandbox before production cutover.

  4. User provisioning and Owner reconciliation

    We extract every distinct Owner referenced across both Cegid Talent stacks and match by email to Bullhorn User records in the destination org. Owners without a matching Bullhorn User are placed in a reconciliation queue with the employee's name, email, and last active date. The customer's Bullhorn admin provisions missing users before record migration resumes. Owner mapping cannot proceed past this step because OwnerId references are required on JobOrder, JobSubmission, and Placement records.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Users (validated), ClientCorporations (from Talentsoft Hub employees), Candidates (from Hello Talent Jobseekers with CamposUtil custom fields mapped), JobOrders (from Cegid Talent JobOffers), JobSubmissions (from applications linked to migrated Candidates and JobOrders), then Custom Objects (performance reviews, training records, compensation data last, with their lookup references resolved to parent records). Each phase emits a row-count reconciliation report before the next phase begins. Document attachments are flagged as out-of-scope and handed off separately.

  6. Cutover, delta migration, and rebuild handoff

    We freeze writes to Cegid Talent during cutover, run a final delta migration capturing any records created or modified during the migration window, then enable Bullhorn as the system of record. We deliver a written inventory of Cegid Talent workflows, automation configurations, and training module settings that cannot migrate to Bullhorn as code. We support a one-week hypercare window for reconciliation issues. We do not rebuild Cegid Talent automations or training configurations inside the migration scope; those are documented for the customer's Bullhorn admin or a Bullhorn partner to rebuild in Bullhorn Automation.

Platform deep dives

Context on both ends of the pair

Cegid Talent logo

Cegid Talent

Source

Strengths

  • Full-stack HCM covering recruiting, learning, performance, and compensation under one vendor contract.
  • Strong presence in European regulated markets with built-in compliance for multi-country payroll and HR reporting.
  • Organizational structure tree and succession planning tools support internal talent mobility programs.
  • Talentsoft Continuous Conversation module provides OKR and team feedback capabilities aligned with modern performance frameworks.
  • Cegid's acquisition of both Technomedia and Talentsoft created a feature-rich platform with deep HR expertise accumulated over decades.

Weaknesses

  • Dual-stack architecture (Hello Talent + Talentsoft Hub) means data lives in two separate systems with different APIs and authentication.
  • No native mobile application — users must access through an intranet browser with session management limitations.
  • Complex, non-intuitive reporting tools make self-service analytics difficult for HR teams without dedicated support.
  • Sparse third-party integrations compared to modern HCM platforms with broad connector ecosystems.
  • E-learning module described as heavy and slow relative to dedicated LMS platforms like Cornerstone or SAP SuccessFactors.
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. 2 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 Cegid Talent and Bullhorn ATS & CRM.

  • Object compatibility

    B

    2 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

    Cegid Talent: Not publicly documented; API documentation recommends minimizing calls and correcting errors to avoid throttling.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Cegid Talent 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 Cegid Talent to Bullhorn ATS & CRM data migrations

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

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Standard migrations under 10,000 candidates and 1,000 jobs with no custom objects complete in four to six weeks. Migrations with custom objects (performance reviews, compensation, training history), large engagement histories (500,000+ records across both stacks), or multi-branch organizational structures move to ten to fourteen weeks because of dual-API extraction, Bullhorn Custom Object provisioning coordination, sandbox validation, and owner reconciliation.

Adjacent paths

Related migrations to explore

Ready when you are

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