HRMS migration

Migrate from Team Engine to Bullhorn ATS & CRM

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

Team Engine logo

Team Engine

Source

Bullhorn ATS & CRM

Destination

Bullhorn ATS & CRM logo

Compatibility

75%

9 of 12

objects map 1:1 between Team Engine and Bullhorn ATS & CRM.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Team Engine to Bullhorn is a platform switch from a hiring-and-communication-first tool built for blue-collar workforces to a full ATS and CRM built for staffing agencies. Team Engine organizes applicants, employees, and message threads around communication workflows; Bullhorn uses a structured entity model with Candidate, ClientContact, JobOrder, and Opportunity objects that requires each Team Engine record to be mapped individually before import. We extract Team Engine's Jobs and Applicants via CSV export, resolve message threads against the corresponding employee record, and handle Employee Groups as Bullhorn tags. Survey responses and referral history move to Bullhorn custom objects. Workflow triggers and automated message rules are configuration, not data, and cannot migrate; we deliver a written audit of every active trigger for the customer's Bullhorn admin to rebuild manually.

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

Team Engine logo

Team Engine

What's pushing teams away

  • Messaging organization becomes unwieldy at scale—threads are hard to manage and bulk messaging is limited, frustrating HR teams trying to reach large crews quickly.
  • Platform is purpose-built for hiring and communication; teams that need deeper HRMS features like compensation history, benefits enrollment, or org charting quickly outgrow it.
  • G2 reviews consistently flag reporting and filtering limitations—custom views and tailored reports require workarounds that slow down data-driven decisions.

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 Team Engine objects map to Bullhorn ATS & CRM

Each row shows how a Team Engine 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.

Team Engine

Jobs

maps to

Bullhorn ATS & CRM

JobOrder

1:1
Fully supported

Team Engine Job records (title, description, location, requirements, posting status, post-date, closing date) map directly to Bullhorn JobOrder. The JobOrder status field maps from Team Engine's posting status. We preserve post-date and closing date as standard date fields on the Bullhorn JobOrder. JobOrder addresses and location data migrate to the JobOrder address fields or to a custom address field depending on the Team Engine export format.

Team Engine

Applicants

maps to

Bullhorn ATS & CRM

Candidate

1:1
Fully supported

Team Engine Applicant records (name, contact info, application date, status: applied/screening/hired/rejected, source, rejection reason) map directly to Bullhorn Candidate. The application status maps to the corresponding Bullhorn Candidate status or a custom status field. Application date migrates as dateApplied. Source attribution maps to Candidate source field. We flag records with a rejected status so that the customer can decide whether to import rejected candidates as inactive Bullhorn Candidates or exclude them from the initial migration.

Team Engine

Employees

maps to

Bullhorn ATS & CRM

Candidate (primary) or ClientContact (for client-facing staff)

1:1
Mapping required

Team Engine Employee records (name, contact details, hire date, group membership) map to Bullhorn Candidate by default. For firms where some employees are also client contacts, we map those to ClientContact with a dual-link. Hire date migrates as dateAdded or to a custom hire date field. Group membership maps to Bullhorn tags (see Employee Groups). We validate that each employee record has a unique email or phone before import to avoid Bullhorn duplicate violations.

Team Engine

Employee Groups

maps to

Bullhorn ATS & CRM

Tags

lossy
Mapping required

Team Engine Employee Groups (customizable groups by role, shift, location, or trade) map to Bullhorn Tags as string values on the corresponding Candidate or Contact record. Group names are preserved as-is. We flag any group name collisions with existing Bullhorn tags during scoping. If the customer requires group-based filtering in Bullhorn reports, we recommend a custom Candidate field rather than relying solely on tags for organizational hierarchy.

Team Engine

Messages (SMS/WhatsApp)

maps to

Bullhorn ATS & CRM

Task or Note

1:1
Mapping required

Team Engine message threads are organized by contact phone number, not by employee record. We resolve each thread to the corresponding Bullhorn Candidate or ClientContact by matching the phone number. Thread content migrates as Bullhorn Task records with a custom body field or as Note records linked via ContentDocumentLink to the parent entity. The migration notes the original Team Engine thread start date and participant phone number for reconciliation. Unlinked contacts (applicants not hired with no Bullhorn Candidate record) are held in a reconciliation queue for the customer to decide whether to create stub Candidate records or exclude message history.

Team Engine

Referrals

maps to

Bullhorn ATS & CRM

Custom Object (customObject1)

1:1
Mapping required

Team Engine Referral records (referring employee, referred applicant, referral status) require a Bullhorn custom object because Bullhorn does not have a native referral object. We open a Bullhorn Support ticket during migration planning to provision the custom object with fields for referral_source (lookup to Candidate), referring_employee (lookup to Candidate/User), and status. The custom object must be configured by Bullhorn Support before any referral data can be imported via the REST API.

Team Engine

Surveys (Onboarding/Exit)

maps to

Bullhorn ATS & CRM

Custom Object (customObject2)

1:1
Mapping required

Team Engine automated onboarding and exit survey responses map to a Bullhorn custom object linked to the corresponding Candidate. Survey question text is not migratable as Team Engine stores responses without the full question schema in the data export; we document the survey structure separately so the customer's Bullhorn admin can configure the equivalent fields in the custom object. A Bullhorn Support ticket is required to provision this custom object as well.

Team Engine

Workflow Triggers

maps to

Bullhorn ATS & CRM

Not migratable

lossy
Not supported

Team Engine automated triggered messages (new hire alerts, milestone reminders, survey triggers) are platform configuration, not data records. There is no documented export for automation rules. We cannot migrate workflow logic to Bullhorn. We perform a configuration audit of all active Team Engine triggers and deliver a written inventory listing each trigger's name, condition, action, and a recommended Bullhorn Automation equivalent for the customer's admin to rebuild manually in Bullhorn.

Team Engine

Custom Fields

maps to

Bullhorn ATS & CRM

Custom Fields or Custom Objects

lossy
Fully supported

Team Engine custom fields are not well-documented in public API references and require manual discovery during scoping. We extract the full Team Engine field inventory from the CSV export, identify which are standard versus custom, and map custom fields to either Bullhorn custom fields (on standard entities) or Bullhorn custom objects (for structured data). Bullhorn custom fields on standard entities (Candidate, JobOrder, ClientContact) are available from any edition and are configured via Admin > Field Mappings. Bullhorn custom objects require a Bullhorn Support ticket.

Team Engine

Owner

maps to

Bullhorn ATS & CRM

User

1:1
Fully supported

Team Engine owner assignments (on Jobs, Applicants, Employees) map to Bullhorn User by email match. We resolve each Team Engine owner to a Bullhorn User record during migration. Owners without a matching Bullhorn User are held in a reconciliation queue for the customer's Bullhorn admin to provision before record import resumes.

Team Engine

Company (if applicable)

maps to

Bullhorn ATS & CRM

ClientCorporation

1:1
Fully supported

If Team Engine has any client or company records beyond the employee context, they map to Bullhorn ClientCorporation. Team Engine's primary use is workforce management rather than client relationship management, so this mapping applies only if the Team Engine instance contains client records. We confirm the existence and volume of company records during scoping.

Team Engine

Placement

maps to

Bullhorn ATS & CRM

Placement

1:1
Fully supported

If Team Engine tracks placement or hire outcomes (which may exist as an extension of the Applicant record for companies using Team Engine for temp staffing), these map to Bullhorn Placement. The mapping includes the Candidate reference, JobOrder reference, start date, and status. Bullhorn Placement is the canonical record for staffing agency billing and payroll workflows.

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.

Team Engine logo

Team Engine gotchas

High

Essential tier employee cap gates migration scope

Medium

Message threads do not map to standard employee records

Medium

Workflow triggers are configuration, not data

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

  • Team Engine message threads organized by phone number, not employee record

    Team Engine stores SMS and WhatsApp conversations by contact phone number, not by employee object directly. Migrating message history to Bullhorn requires reconciling each Team Engine contact record against a Bullhorn Candidate or ClientContact. Applicants who were not hired (and have no Team Engine employee record) do not have a natural Bullhorn equivalent unless the customer creates inactive stub Candidate records. We flag unlinked threads during scoping and ask the customer to decide on a case-by-case basis before migration begins. Threads are not automatically excluded; silence on this decision results in message records without a parent entity, which is a data integrity issue in Bullhorn.

  • Bullhorn custom objects require Bullhorn Support ticket before migration

    Bullhorn custom objects (required for Team Engine Referral records and Survey responses) cannot be created via the REST API alone. Bullhorn documentation explicitly states that custom objects must initially be set up by Bullhorn Support. We open a support ticket during migration planning to provision the custom objects with the customer's field names and types. This introduces a lead time of 3-7 business days that must be included in the migration schedule. If the customer delays responding to Bullhorn Support's configuration questions, this lead time extends.

  • API rate limits on Bullhorn bulk imports can stall large record sets

    Bulk data migrations to Bullhorn can trigger API rate limiting, causing delays or failures in automated workflows if the migration runs during business hours. Bullhorn's REST API enforces rate limits that require exponential backoff and batch chunking. We schedule bulk imports outside peak Bullhorn usage hours and implement retry logic with backoff. We also advise the customer to disable any Bullhorn Automation rules that might fire on record creation during the migration window to avoid cascading workflow failures.

  • Team Engine Essential tier headcount cap may have silently excluded records

    The Team Engine Essential tier caps at 50 employees. Companies that grew beyond this limit may have had records truncated or been gated from adding new hires. During scoping, we validate the total employee count in the Team Engine export against the current pricing tier. If the export volume exceeds the tier cap, we flag which records may have been affected and advise the customer to cross-check against any external HR records (payroll exports, timesheets) before migration. We do not guarantee completeness for accounts that operated above their paid tier.

  • Workflow triggers and automated messages do not export as structured data

    Team Engine automated triggered messages (new hire alerts, milestone reminders, survey triggers) are platform configuration settings stored in a format that does not export as structured data via Team Engine's CSV or API. Bullhorn has a different automation engine (Bullhorn Automation, formerly Herefish) that uses different trigger conditions, action types, and scheduling models. We cannot migrate automation rules as code. We deliver a written configuration audit of every active Team Engine trigger so the customer's Bullhorn admin can rebuild them manually. Any delay in reviewing the audit document extends the post-migration timeline.

Migration approach

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

  1. Discovery and scoping

    We audit the Team Engine instance to extract the full record inventory: Jobs, Applicants, Employees, Employee Groups, message thread count, Referral records, Survey responses, and custom field inventory. We also confirm the Team Engine pricing tier to validate headcount against the Essential 50-employee cap. We open a Bullhorn Support ticket at this stage to request custom object provisioning for Referral and Survey data. The discovery output is a written scope document with record counts per object, a preliminary object mapping, and a decision log for the unlinked contact threads.

  2. Contact reconciliation and unlinked thread decisions

    We run the Team Engine contact-phone-to-employee cross-reference to identify all message threads where the Team Engine contact has no corresponding employee record. We deliver this list to the customer and ask for a decision on each batch: create an inactive Bullhorn Candidate stub, exclude the message history, or map to a generic client contact. This decision gates the message migration phase. We do not proceed to message import until the customer signs off on the reconciliation decisions.

  3. Bullhorn custom object setup and schema validation

    We coordinate with Bullhorn Support to validate that the custom objects for Referral and Survey data are provisioned with the correct field types and permissions. We also validate the Bullhorn custom field setup on standard entities (Candidate, JobOrder, ClientContact) for any Team Engine custom fields that map to Bullhorn custom fields. Bullhorn schema validation runs in a Sandbox or staging environment before production configuration begins.

  4. Sandbox migration and reconciliation

    We run a full migration into a Bullhorn sandbox environment using the customer's production-equivalent data volume. The customer reconciles record counts, spot-checks 25-50 records against the Team Engine source, and validates that tags, custom fields, and date fields transferred correctly. The customer signs off on the sandbox results before production migration begins. Any mapping corrections happen at this stage.

  5. Production migration in dependency order

    We run production migration in record-dependency order: JobOrder records first (independent of other entities), then Candidates (with OwnerId resolved from the User mapping), then ClientContacts if applicable, then Tags applied to the migrated entities, then message history (Tasks or Notes via Bullhorn REST API with rate-limit handling), then custom object records (Referrals and Survey responses via REST API after Bullhorn Support confirms custom object setup). Each phase emits a row-count reconciliation report. We disable Bullhorn Automation rules during the migration window to prevent cascading workflow triggers.

  6. Cutover, delta migration, and workflow audit handoff

    We freeze Team Engine writes during cutover, run a final delta migration of any records modified during the migration window, then designate Bullhorn as the system of record. We deliver the Team Engine workflow trigger audit document to the customer's Bullhorn admin, with each trigger mapped to a recommended Bullhorn Automation equivalent. We support a one-week hypercare window for reconciliation issues. Workflow rebuild, Bullhorn Automation configuration, and any additional training are outside standard migration scope and can be scoped as a separate engagement.

Platform deep dives

Context on both ends of the pair

Team Engine logo

Team Engine

Source

Strengths

  • Two-way SMS and WhatsApp communication without requiring crew members to install apps.
  • Multi-language support including Spanish out of the box—essential for mobile, multilingual workforces.
  • Automated onboarding and exit surveys reduce manual HR tasks for seasonal teams.
  • Referral tracking built into the platform encourages employee-driven recruiting.
  • Pricing includes full feature suite on one plan; scales by headcount, not by feature tier.

Weaknesses

  • Reporting and filtering customization are limited, frustrating data-driven HR teams.
  • Messaging organization is poor at scale—no bulk messaging and threads are hard to manage.
  • Not a full HRMS—lacks compensation history, benefits enrollment, performance reviews, and detailed org charting.
  • Custom fields are not well-documented in public-facing API references; mapping requires manual discovery.
  • Customer count is relatively small (57 G2 reviews), suggesting limited enterprise-grade maturity.
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 Team Engine 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

    Team Engine: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Team Engine 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 Team Engine to Bullhorn ATS & CRM data migrations

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

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Most migrations land between two and four weeks for accounts under 2,000 applicants and 500 employees with straightforward data structures. Migrations with full message thread history (requiring contact-phone-to-employee reconciliation), referral and survey data requiring Bullhorn custom object setup, or multiple Team Engine locations move to six to ten weeks because of the threading resolution work, Bullhorn Support lead time for custom object provisioning, and sandbox validation cycles. The Bullhorn Support ticket for custom object setup alone can take 3-7 business days.

Adjacent paths

Related migrations to explore

Ready when you are

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