HRMS migration

Migrate from Recruitee to Bullhorn ATS & CRM

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

Recruitee logo

Recruitee

Source

Bullhorn ATS & CRM

Destination

Bullhorn ATS & CRM logo

Compatibility

93%

13 of 14

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

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Recruitee to Bullhorn is a structural migration from a collaborative ATS with per-job pipeline schemas into a staffing-focused CRM built on Salesforce. Recruitee's pipeline stages are customizable per Job, meaning the same stage name can have different order or criteria across roles; Bullhorn uses a global Opportunity StageName with Sales Processes scoped by Record Type. We extract stage configurations per Recruitee pipeline, map them to Bullhorn Sales Processes, and resolve the JobOrder-to-Pipeline assignment during migration. Talent pools migrate as Bullhorn Lists with candidate membership preserved. Interview scorecards serialize as structured notes with parseable attribute-rating pairs since Bullhorn ATS does not have a native scorecard object. Workflow automations, CareersHub career site content, and stage configurations are not portable data; we deliver a written automation inventory and a structured CareersHub archive for your team to rebuild. Bullhorn's edition constraints on Custom Objects (Front Office Growth/Enterprise 10 max, Bullhorn ATS 2 max, ATS Growth 0) are evaluated during scoping against your Recruitee custom field count so we design the destination schema within the applicable limit before migration 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

Recruitee logo

Recruitee

What's pushing teams away

  • Per-user pricing model escalates costs quickly as teams grow past 10-15 users, with no flat-rate option for high-volume hiring organizations running lean ops teams.
  • Complex setup and configuration requirements create a steep onboarding curve, with multiple reviewers noting that meaningful customization takes days or weeks rather than hours.
  • Customer support quality is inconsistent according to G2/Capterra reviewers, with some users reporting slow response times and resolution quality that does not match the premium price tier.
  • Integration reliability issues frustrate teams relying on connected HRIS, calendar, or background-check tools, with some reviewers noting connections break without clear remediation paths.

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 Recruitee objects map to Bullhorn ATS & CRM

Each row shows how a Recruitee 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.

Recruitee

Job

maps to

Bullhorn ATS & CRM

JobOrder

1:1
Fully supported

Recruitee Job records map to Bullhorn JobOrder. Job title, department, location, status (active/closed/draft), and description migrate directly. Recruitee's department classification maps to Bullhorn's JobCategory or a custom field depending on the destination edition. We flag any jobs exceeding the Recruitee Start plan's 5 active job post cap during scoping and coordinate a second import pass if needed after the customer upgrades. Bullhorn JobOrder has a 100-character limit on several fields including title; we truncate or flag records exceeding this length before import.

Recruitee

Candidate

maps to

Bullhorn ATS & CRM

Candidate

1:1
Fully supported

Recruitee Candidate records map directly to Bullhorn Candidate. Name, email, phone, social profiles (LinkedIn URL), and source attribution migrate. CV and resume files export from Recruitee's document store and re-upload to Bullhorn as ContentDocument records linked via ContentDocumentLink to the Candidate. Source attribution (referral, job board, direct) migrates to a Bullhorn custom field or the standard source picklist if values match.

Recruitee

Application

maps to

Bullhorn ATS & CRM

JobSubmission

1:1
Fully supported

Recruitee Application records (linking Candidate to Job with a specific stage and timestamp) map to Bullhorn JobSubmission. The candidate-to-job linkage is preserved by resolving both Bullhorn CandidateID and JobOrderID at migration time. Application creation date and last-modified date migrate as submission timestamps for pipeline velocity analytics. If the Recruitee application has a custom status beyond stage name, we map it to a Bullhorn JobSubmission custom field.

Recruitee

Pipeline Stage

maps to

Bullhorn ATS & CRM

Opportunity Stage + Sales Process

lossy
Fully supported

Recruitee's pipeline stages are customizable per Job, meaning the same stage name can exist with different order or criteria across jobs. We extract stage configurations per Recruitee pipeline during discovery, design a corresponding Bullhorn Sales Process for each unique stage sequence, and map Recruitee stage assignments to Bullhorn StageName values during migration. If multiple Recruitee pipelines share the same stage sequence, they share a Bullhorn Sales Process and Record Type. Bullhorn's Sales Process whitelists valid stages per Record Type, enforcing the stage order that Recruitee's per-job pipelines previously defined informally.

Recruitee

Interview Scorecard

maps to

Bullhorn ATS & CRM

Note + Custom Fields

1:1
Fully supported

Recruitee interview scorecards contain attribute-level ratings (for example, Technical Skills: Strong Yes) attached to a specific interviewer and timestamp. Bullhorn ATS does not have a native scorecard object. We serialize scorecard data as structured Note records with parseable attribute-rating pairs (for example, [Scorecard] Technical Skills: Strong Yes | Interviewer: Jane Smith | Date: 2024-11-15). If the Bullhorn destination has Custom Objects enabled, scorecard attributes can be stored as customObject fields for a more queryable structure, but this requires Bullhorn Support ticket pre-provisioning and adds to migration timeline.

Recruitee

Talent Pool

maps to

Bullhorn ATS & CRM

List + Candidate membership

1:1
Fully supported

Recruitee Talent Pools (organized candidate collections for future roles) migrate to Bullhorn List records with Candidate membership preserved. Each pool name becomes the List title, and pool membership migrates as ListMember records linking each CandidateID to the List. Pool-level notes and tags attached to the pool itself migrate to Bullhorn Note records linked to the List. Bullhorn Lists are visible across the platform for targeted mailing and search segmentation.

Recruitee

Offer

maps to

Bullhorn ATS & CRM

Placement (or Opportunity)

1:1
Fully supported

Recruitee Offer records (status, salary details, start date, candidate linkage) map to Bullhorn Placement if the destination org includes the Placement entity (available in Bullhorn Staffing and Agency tiers). If Placement is not in scope, Offers map to Opportunity with a custom record type. Offer status history and salary details migrate to Bullhorn custom fields on the Placement or Opportunity. The offer-to-candidate relationship is preserved by resolving the CandidateID at migration time.

Recruitee

Custom Fields (Candidates, Jobs, Applications)

maps to

Bullhorn ATS & CRM

Custom Fields or Custom Objects

1:1
Fully supported

Recruitee custom fields on Candidates, Jobs, and Applications require field-level mapping to Bullhorn's equivalent schema. We extract the full custom field list via Recruitee's API, map each to Bullhorn standard fields (if equivalent exists) or Bullhorn custom fields on the same entity. Bullhorn Custom Objects (customObject1 through customObject10) are used only when Recruitee custom fields exceed the standard Bullhorn field limit for an entity. Bullhorn Support must provision Custom Objects via ticket before API access; we coordinate this during the schema design phase and include the provisioning timeline in our project schedule.

Recruitee

Attachments (CV, resume, portfolio)

maps to

Bullhorn ATS & CRM

ContentDocument + ContentDocumentLink

1:1
Fully supported

File attachments (resumes, cover letters, portfolio items) stored in Recruitee's document store export as binary files with filename and candidate ID metadata. We re-upload to Bullhorn as ContentDocument records and link to the corresponding Candidate via ContentDocumentLink. Bullhorn's resume parsing triggers on ContentDocument upload if enabled in the destination org settings. Original file names and MIME types are preserved for traceability.

Recruitee

Workflow Automations

maps to

Bullhorn ATS & CRM

Workflow Inventory Document

1:1
Not supported

Recruitee workflow automations (triggers, conditions, actions) are platform-native constructs that cannot be extracted via the API. We document every active automation during discovery: trigger type, conditions, actions, and affected records. This inventory is delivered as a written document with each automation mapped to a recommended Bullhorn equivalent (Bullhorn Workflows if licensed, or Salesforce Flow built by the customer's admin). Workflow rebuild is outside migration scope.

Recruitee

User (Team Member)

maps to

Bullhorn ATS & CRM

User

1:1
Fully supported

Recruitee User records (name, email, role, department assignment) map to Bullhorn User. Admin, Recruiter, and Hiring Manager roles in Recruitee map to Bullhorn userType values. We resolve users by email match during migration. Any Recruitee user without a matching Bullhorn User goes to a reconciliation queue for the customer's Bullhorn admin to provision before record import resumes.

Recruitee

Department

maps to

Bullhorn ATS & CRM

Department

1:1
Fully supported

Recruitee Departments (organizational units classifying jobs and team members) map to Bullhorn Department records. The job-to-department linkage migrates so that reporting by department is consistent after cutover. Bullhorn Department is used in conjunction with userType to control data visibility and access permissions in the destination org.

Recruitee

Notes and Activity History

maps to

Bullhorn ATS & CRM

Note + Task

1:1
Mapping required

Recruitee Notes (free-text entries attached to candidate profiles) migrate to Bullhorn Note records linked via ContentDocumentLink to the Candidate. Activity history including stage changes, emails sent, and interview events migrate as Bullhorn Task records with appropriate TaskSubtype values. Timestamps and author attribution are preserved from the Recruitee activity record. Email content from Recruitee activity records migrates to Bullhorn Note with a [Email] prefix for parsing by the customer's team.

Recruitee

CareersHub Career Site Content

maps to

Bullhorn ATS & CRM

CareersHub Archive Document

1:1
Fully supported

CareersHub is Recruitee's branded career site builder storing page content, job board configurations, and domain settings in a schema separate from Jobs and Candidates. This data does not live in the Recruitee API alongside core recruitment records. We export CareersHub content as a structured archive document and deliver it to the customer for manual republishing to Bullhorn Career Portal or an external CMS. CareersHub domain settings (DNS records, branded subdomain) require manual reconfiguration in the customer's DNS provider.

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.

Recruitee logo

Recruitee gotchas

High

Start plan active job post limit constrains migration scope

Medium

Workflow automations are not exportable as portable data

Medium

Scorecard schemas vary by organization and require structured serialization

Medium

Parallel-run delta management during migration window is manual

Low

CareersHub career site data requires separate export handling

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 Custom Objects require Support ticket to provision

    Bullhorn Custom Objects (customObject1 through customObject10) cannot be created via self-service administration. Bullhorn Support must provision them via a support ticket using the Custom Object Setup Sheet spreadsheet. This adds a pre-migration coordination step that is outside the API migration itself. If your Recruitee instance has more custom fields than Bullhorn's standard entity field limits support, and your Bullhorn edition allows Custom Objects, we scope this provisioning into the project timeline before any data mapping begins. ATS Growth edition has zero Custom Object capacity, which means custom field-heavy migrations must target Front Office Growth or higher editions.

  • Recruitee pipeline stages are per-job, Bullhorn stage is global

    Recruitee's pipeline stages are customizable per Job, meaning the same stage name (for example, Phone Screen) can have different order or criteria across different jobs. Bullhorn uses a global StageName value shared across all Opportunity records of the same Sales Process, with stage order enforced by the Sales Process definition. We cannot migrate per-job stage semantics directly because Bullhorn has no per-job stage concept. We design a Bullhorn Sales Process per unique stage sequence found in Recruitee and assign Record Types accordingly. If your Recruitee instance has hundreds of jobs each with unique stage sequences, this mapping grows significantly in scope and may require a bulk Recruitee stage normalization pass before migration.

  • Bullhorn field character limits constrain migration of long-form content

    Bullhorn imposes character limits on several standard fields. For example, certain text fields are limited to 100 characters, while others accept rich text. Recruitee's job descriptions, candidate notes, and offer letters can contain long-form content that exceeds Bullhorn's default limits. We audit field lengths during discovery, flag records exceeding Bullhorn's limits, and either truncate content (noting the cut) or migrate to Bullhorn custom fields with higher character limits. Bullhorn Custom Objects also have field type distribution limits (for example, up to 20 fields from a specific edit type group per Custom Object) that constrain how we distribute migrated custom fields across objects.

  • Delta capture during migration window requires coordination

    If Recruitee remains live during the migration window, new Candidates, Applications, pipeline updates, and Notes created after the initial export require a delta capture. Recruitee's API supports incremental exports filtered by updated_at timestamp. We coordinate a cutoff time with the customer, typically requesting a 24-48 hour read-only freeze on Recruitee for the final delta export to avoid manual reconciliation. Without a freeze, delta capture requires a second API export run that may miss records created in the final hours before cutover if the freeze window is too short.

  • Bullhorn resume parsing quality varies by format

    Bullhorn's native resume parsing has known limitations documented in user reviews. Parsed resume content can appear jumbled or lose formatting (especially for non-standard layouts or scanned documents), resulting in a wall of text without structure. We migrate the original resume file as a ContentDocument attachment regardless of parsing quality. If the Bullhorn destination uses a third-party resume parsing integration (such as Sovren or Textkernel), we flag this during scoping and coordinate the parsing configuration separately. Resume parsing quality is not a migration-scope issue but a destination configuration consideration that affects post-migration usability of candidate records.

Migration approach

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

  1. Discovery and Recruitee audit

    We audit the source Recruitee portal across plan tier (Start/Advance/Optimize), active job count (flagging any exceeding the Start plan's 5-job cap), custom field count per entity (Candidates, Jobs, Applications), pipeline stage sequences per job, talent pool memberships, active workflow automations, scorecard schemas, and attachment volume. We pair this with a Bullhorn edition assessment to determine Custom Object capacity (Front Office Growth/Enterprise 10, Bullhorn ATS 2, ATS Growth 0). The discovery output is a written migration scope with object mapping, Bullhorn edition recommendation, and a Bullhorn Support ticket list for any Custom Object provisioning required before schema design begins.

  2. Bullhorn schema design and Sales Process mapping

    We design the destination schema in Bullhorn based on the Recruitee pipeline audit. This includes provisioning standard fields and custom fields on Candidate, JobOrder, JobSubmission, Opportunity, and Placement entities; creating Sales Processes (one per unique Recruitee stage sequence); assigning Record Types per Sales Process; and designing Bullhorn List structure for Talent Pools. If Custom Objects are required, we confirm Bullhorn Support ticket status before proceeding. Schema is validated in a Bullhorn Sandbox or staging org before production migration begins. Bullhorn field character limits are documented per field for content truncation planning.

  3. 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, JobOrders in, JobSubmissions in, Lists in, Placements in), spot-checks 25-50 random candidate records against the Recruitee source, and validates that pipeline stage assignments match the expected Sales Process mapping. Any field mapping corrections, character truncation decisions, and stage sequence adjustments happen in sandbox, not in production. The customer signs off on the sandbox results before production migration begins.

  4. CareersHub archive and automation inventory delivery

    In parallel with technical migration preparation, we export CareersHub page content, job board configurations, and domain settings as a structured archive document. We also deliver the Recruitee workflow automation inventory with each automation documented (trigger, conditions, actions, affected records) and a recommended Bullhorn equivalent for each. These are handoff deliverables, not migration deliverables; the customer's Bullhorn admin rebuilds automations and republishes the career site post-migration. We recommend scheduling the automation review during the delta phase, not after cutover.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Users (validated against Bullhorn User table), Departments, JobOrders (from Recruitee Jobs with Sales Process assigned), Candidates (with resume files as ContentDocument), Talent Pools and Lists, JobSubmissions (linking Candidate to JobOrder), Offers (to Placement or Opportunity), Activity history (Tasks, Notes via Bullhorn REST API with batch chunking), and custom fields (mapped to Bullhorn custom fields or Custom Objects if provisioned). Bullhorn field character limits are enforced during load. Each phase emits a row-count reconciliation report before the next phase begins.

  6. Cutover, delta capture, and handoff

    We freeze Recruitee 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 CareersHub archive, automation inventory document, and a Bullhorn field mapping reference sheet to the customer's team. We support a one-week hypercare window where we resolve any reconciliation issues raised by the recruiting team. We do not rebuild Recruitee automations as Bullhorn Workflows or Salesforce Flow inside the migration scope; that is a separate engagement or an internal admin task.

Platform deep dives

Context on both ends of the pair

Recruitee logo

Recruitee

Source

Strengths

  • Deep multi-stakeholder collaboration with shared candidate profiles, tagging, and real-time notes across hiring teams
  • Extensive job board distribution network covering 250+ boards with one-click publishing and automated syndication
  • Multi-language and RTL support across 15+ languages serving EMEA and APAC hiring operations
  • Built-in interview scheduling with candidate self-booking reduces calendar coordination overhead
  • CareersHub no-code career site builder delivers branded candidate-facing pages without developer involvement

Weaknesses

  • Per-user pricing model creates cost scaling friction as teams grow beyond initial seat counts
  • Setup and configuration complexity requires meaningful time investment, with multiple reviewers citing days-to-weeks ramp time
  • Workflow automation capabilities are less sophisticated than dedicated recruitment workflow platforms
  • Customer support quality is inconsistent, with negative reviews citing slow resolution and unhelpful responses despite premium pricing
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 Recruitee 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

    Recruitee: Not publicly documented; estimated moderate limits based on plan tier.

  • Data volume sensitivity

    A

    Recruitee exposes a bulk API — large-volume migrations stream efficiently.

Estimator

Estimate your Recruitee 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 Recruitee to Bullhorn ATS & CRM data migrations

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

Can't find your answer?

Walk through your Recruitee 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 three and five weeks for accounts under 10,000 Candidates and 500 Jobs with no Custom Objects required. Migrations with Custom Objects (requiring Bullhorn Support ticket pre-provisioning), large talent pool memberships, per-job stage normalization, or multi-pipeline Recruitee setups requiring multiple Bullhorn Sales Process designs move to eight to twelve weeks because of schema coordination and stage mapping complexity.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Recruitee.
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