HRMS migration
Field-level mapping, validation, and rollback between Betterteam and Bullhorn ATS & CRM. We move data and schema; workflows are rebuilt natively in Bullhorn ATS & CRM.
Betterteam
Source
Bullhorn ATS & CRM
Destination
Compatibility
7 of 12
objects map 1:1 between Betterteam and Bullhorn ATS & CRM.
Complexity
BStandard
Timeline
2-4 weeks
Overview
Moving from Betterteam to Bullhorn is a migration from a job-posting-centric platform with per-application candidate storage to a candidate-centric ATS with a full CRM layer. Betterteam treats each application as a standalone candidate record; Bullhorn consolidates all applications by a candidate into one unified profile. We deduplicate by email address during extraction and reconstruct the consolidated Candidate record in Bullhorn before inserting any applications against it. Betterteam exposes no documented public API, so we extract via the platform's CSV export and parsed application exports, then validate record counts against Bullhorn's entity limits before import. Careers page content from Betterteam's rendered HTML is extracted separately and rebuilt as Bullhorn job postings with clean descriptions. Workflows, job board distribution mappings, and Betterteam's automated screening features do not migrate; we deliver a written inventory of these for the customer's admin to rebuild in Bullhorn.
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 Betterteam 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.
Betterteam
Job
Bullhorn ATS & CRM
JobOrder
1:1Betterteam Jobs map to Bullhorn JobOrder records. Job title, description, requirements, location, department, employment type, and status migrate directly. Betterteam job status (active, closed, draft, expiring) maps to Bullhorn JobOrder status values (Open, Interviewing, Offered, Filled, Closed). The job's posting date and expiration date migrate to Bullhorn date fields. JobOrder RecordType and JobOwner are resolved during import, with the Bullhorn OwnerId assigned from the user mapping step.
Betterteam
Candidate
Bullhorn ATS & CRM
Candidate
1:manyBetterteam stores candidate data per-application rather than as unified profiles. A candidate who applied to three different jobs appears as three separate records in Betterteam. We deduplicate by email address, merging all applications into a single Bullhorn Candidate record. The Bullhorn Candidate record becomes the parent for all subsequent JobSubmission records. Name, email, phone, location, current employer, and linkedinUrl migrate from the best non-null field across duplicate source records. Skills, certifications, and employment history stored as structured fields in Betterteam map to Bullhorn Candidate custom fields where available.
Betterteam
Application
Bullhorn ATS & CRM
JobSubmission
1:1Betterteam Applications map to Bullhorn JobSubmission records, which link a Candidate to a JobOrder. Each JobSubmission inherits the CandidateId from the merged candidate record and the JobOrderId from the mapped job. Application status in Betterteam (new, reviewed, liked, declined) maps to Bullhorn JobSubmission status values (New, Submitted, Interview, Offer, Hired, Rejected). Submission date and last-updated timestamp preserve on the JobSubmission record. The source job board attribution (Betterteam's board-level source only) migrates to a custom field on JobSubmission.
Betterteam
Candidate Rating
Bullhorn ATS & CRM
Candidate Rating
1:1Betterteam star ratings (1-5 scale) applied to candidates migrate to Bullhorn's Candidate rating field. Each rating carries a reviewer user attribution and timestamp that we map to Bullhorn's rating metadata fields where supported. If the candidate received multiple ratings across applications, we record the aggregate average as the primary rating and note the count of reviews.
Betterteam
Candidate Note
Bullhorn ATS & CRM
Note
1:1Betterteam reviewer notes attach to candidate records and include free-text content, author attribution, and timestamp. We import notes as Bullhorn Note records linked to the consolidated Candidate via ContentDocumentLink. Author attribution is preserved in the Note body and via a custom field mapping to the Bullhorn User who authored the original note, resolved by email match against the Bullhorn User table. Chronological ordering is preserved by the Note CreatedDate.
Betterteam
Attachment
Bullhorn ATS & CRM
Candidate Resume (parsed) + ContentDocument
1:1Resume and cover letter files attached to Betterteam applications are downloaded and re-uploaded to Bullhorn as ContentDocument records linked to the Candidate. Bullhorn's built-in resume parsing extracts candidate name, email, phone, skills, work history, and education from the uploaded resume and populates the corresponding Bullhorn Candidate fields automatically. We flag any file naming convention differences and any unsupported file formats for manual review.
Betterteam
Careers Page
Bullhorn ATS & CRM
JobOrder (enhanced)
lossyBetterteam generates hosted careers pages as rendered HTML rather than exposing a structured API. We extract the visible job listing content, company branding text, and page URL from the rendered page and reconstruct this as Bullhorn JobOrder records with full description fields populated. Any content that cannot be parsed from HTML (hiring manager, compensation range, urgency flags) is flagged for manual verification before the Bullhorn career portal goes live.
Betterteam
Owner (User)
Bullhorn ATS & CRM
User
1:1Betterteam does not have a structured user management layer equivalent to Bullhorn's. Reviewers who liked, rated, or commented on candidates are treated as Owner candidates. We resolve Betterteam reviewer emails against the Bullhorn User table. Any reviewer without a matching Bullhorn User is held in a reconciliation queue for the customer's admin to provision before record import resumes. Bullhorn requires every Candidate and JobOrder to have an OwnerId at insert time.
Betterteam
Job Board Distribution
Bullhorn ATS & CRM
JobBoardPosting (not migrated)
1:1Betterteam's job board posting integrations (100+ boards including Indeed, ZipRecruiter, and LinkedIn) are managed server-side and are not exposed in exportable data or API fields. The mapping of which job was posted to which board, when, and with what content does not migrate. We flag this as an item for the customer's admin to reconfigure manually in Bullhorn's career portal distribution settings and Bullhorn's 350+ AppExchange partner integrations post-migration.
Betterteam
Custom Properties
Bullhorn ATS & CRM
Custom Fields
lossyBetterteam plans do not include a structured custom field API, but teams sometimes store custom data in job description text, free-text notes, or third-party-integrated fields. We audit all Betterteam data for structured-looking content (key-value pairs in descriptions, formatted note sections) and map any identifiable custom properties to Bullhorn Custom Fields on the appropriate entity (Candidate, JobOrder, JobSubmission). Custom Fields on Bullhorn ATS require field mapping setup in Admin > Field Mappings before import.
Betterteam
Placement
Bullhorn ATS & CRM
Placement
lossyBetterteam does not have a placement tracking module. Teams that need to track candidate placements, assignments, and start dates must configure Bullhorn Placements after migration. We do not create Placement records from Betterteam source data, but we document the Bullhorn Placement data model (Candidate, JobOrder, ClientCorporation, StartDate, EndDate, PayRate, BillRate) so the customer's Bullhorn admin can begin recording placements from the migration date forward.
Betterteam
Lead
Bullhorn ATS & CRM
Lead
lossyBullhorn treats Leads as a separate pipeline from Candidates for prospects who have not yet submitted a formal application. Betterteam does not have a Lead object; all applicant-trackable records are Jobs, Candidates, and Applications. We configure Bullhorn's Lead object for any pipeline records the customer creates after migration and document the Lead-to-Candidate conversion workflow for cases where a prospect contacts the team outside of a formal Betterteam-tracked application.
| Betterteam | Bullhorn ATS & CRM | Compatibility | |
|---|---|---|---|
| Job | JobOrder1:1 | Fully supported | |
| Candidate | Candidate1:many | Fully supported | |
| Application | JobSubmission1:1 | Fully supported | |
| Candidate Rating | Candidate Rating1:1 | Fully supported | |
| Candidate Note | Note1:1 | Fully supported | |
| Attachment | Candidate Resume (parsed) + ContentDocument1:1 | Fully supported | |
| Careers Page | JobOrder (enhanced)lossy | Fully supported | |
| Owner (User) | User1:1 | Fully supported | |
| Job Board Distribution | JobBoardPosting (not migrated)1:1 | Not supported | |
| Custom Properties | Custom Fieldslossy | Fully supported | |
| Placement | Placementlossy | Fully supported | |
| Lead | Leadlossy | 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.
Betterteam gotchas
Job post cap enforces active posts only, not total monthly posts
Candidate limits on lower tiers cap monthly intake
Careers pages are rendered HTML, not structured data
Application source attribution is job-board level only
Yearly billing requires cancellation to stop auto-renewal
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
Scoped extraction and deduplication design
We audit the Betterteam account across all plan tiers, extracting Jobs (active and closed), Candidates, Applications, Ratings, Notes, and Attachments. We run an initial email-deduplication pass to establish the merged candidate count and flag any email collisions with different name data for manual resolution. We count unique Jobs, unique merged Candidates, unique Applications, and note attachment file formats. The output is a migration scope document with record counts, a deduplication strategy, and a Bullhorn edition recommendation based on custom object requirements.
Source data extraction
We extract data from Betterteam via CSV exports from the Jobs, Candidates, and Applications dashboards, and via application-level exports for notes and ratings. Careers page HTML is scraped from Betterteam's hosted careers URL for each active job. Resume and cover letter attachments are downloaded via authenticated session and organized by candidate email. We validate extracted row counts against the Betterteam dashboard totals and flag any discrepancies before transformation begins. If Betterteam account access is at risk due to a pending cancellation, we prioritize completing extraction before the billing date.
Schema design and custom field configuration in Bullhorn
We configure the Bullhorn destination schema before any data import. This includes setting up JobOrder RecordTypes and Sales Processes for each job category, configuring Custom Fields on Candidate and JobOrder for any migrated custom properties, and ensuring the migration user has the required Bullhorn REST API permissions and Bulk API access. Bullhorn's Admin > Field Mappings section is configured for any custom text, picklist, or date fields that carry Betterteam data. Bullhorn Support is contacted to request Custom Object setup if the edition requires it.
Transformation and deduplication
We run the deduplication transform in a staging environment, merging Betterteam's per-application candidate records into unified Bullhorn Candidate records keyed by email. For each merged candidate, we preserve the most complete name, phone, email, and location field across source records. Application history is rebuilt as JobSubmission records attached to the unified Candidate. Notes and ratings are linked to the merged candidate. The transformation output is a reconciled dataset with record counts validated against the extraction totals.
Sandbox migration and reconciliation
We run a full migration into a Bullhorn Sandbox environment to validate the data, test field mapping, and confirm that OwnerId lookups resolve correctly. The customer's Bullhorn admin reviews a random sample of migrated records against the Betterteam source, validates that deduplication produced the expected candidate count, and confirms that job descriptions and application histories are intact. Any mapping corrections are applied to the transformation logic before production migration begins.
Production migration and cutover
We run the production migration in dependency order: Bullhorn Users (validated), JobOrders (with RecordType and JobOwner resolved), Candidates (merged and deduplicated), JobSubmissions (linked to CandidateId and JobOrderId), Notes (linked via ContentDocumentLink), and Attachments (parsed resumes and uploaded files). We freeze writes in Betterteam during the cutover window, extract a final delta of any records modified since the initial export, apply it, then hand off to Bullhorn. We deliver the written inventory of workflows, job board distribution mappings, and any screening automation for the customer's admin to rebuild.
Platform deep dives
Betterteam
Source
Strengths
Weaknesses
Bullhorn ATS & CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard HRMS migration. All 7 core objects map 1:1 between Betterteam and Bullhorn ATS & CRM.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Betterteam and Bullhorn ATS & CRM.
Object compatibility
All 7 core objects map 1:1 between Betterteam 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
Betterteam: Not publicly documented.
Data volume sensitivity
Betterteam 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
Pick a category, then your source and destination platforms.
Category
FAQ
Answers to the questions buyers ask most during Betterteam to Bullhorn ATS & CRM migration scoping. Not seeing yours? Book a call.
Walk through your Betterteam to Bullhorn ATS & CRM migration with a real engineer — 30 minutes, free, written quote within 24 hours.
Book a free 30 minute consultationAdjacent paths
Other ways to leave Betterteam
Other ways to arrive at Bullhorn ATS & CRM
Ready when you are
Tell us record counts and timeline. We'll come back with a written quote inside 1 business day — no commitment, no sales pitch.