HRMS migration
Field-level mapping, validation, and rollback between unstop and Bullhorn ATS & CRM. We move data and schema; workflows are rebuilt natively in Bullhorn ATS & CRM.
unstop
Source
Bullhorn ATS & CRM
Destination
Compatibility
8 of 12
objects map 1:1 between unstop and Bullhorn ATS & CRM.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Migrating from unstop to Bullhorn is a structural data transformation, not a straightforward record copy. Unstop is a pre-employment engagement platform centered on students, hackathons, competitions, and timed assessments; Bullhorn is an ATS and CRM built for staffing agencies managing active candidate pipelines and client relationships. There is no direct one-to-one object mapping between the two platforms, so we design a transformation schema during discovery that maps Unstop Users to Bullhorn Candidate and Contact records, maps Unstop job postings to Bullhorn JobOrder records, and carries forward assessment scores, quiz results, and participation history as Bullhorn Custom Objects. Bullhorn editions constrain how many Custom Objects and fields are available at migration time, so we verify the customer's Bullhorn tier before committing to the assessment and competition data strategy. Workflows, automations, and platform-specific engagement features do not migrate; we deliver a written inventory of these for the customer's Bullhorn admin to rebuild or reconfigure 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 unstop 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.
unstop
User
Bullhorn ATS & CRM
Candidate and Contact
1:1Unstop Users (candidates and recruiters) map to Bullhorn Candidate records. Candidate profiles carry name, email, phone, education, skills, and work-history fields. We map these to Bullhorn Candidate fields (firstName, lastName, email, phone, education, skills) and preserve the original Unstop user ID in a custom field unstop_user_id__c for audit traceability. Recruiter profiles map to Bullhorn User records by email lookup during migration. Note that Unstop's self-service registration means education and work-history fields are self-reported and unverified; we flag these as requiring re-verification in Bullhorn and set a data_quality flag accordingly.
unstop
Job Posting
Bullhorn ATS & CRM
JobOrder
1:1Unstop job postings (title, description, location, salary range, deadline) map directly to Bullhorn JobOrder records. The job type maps to JobOrder employmentType, and the application deadline maps to dateBegin. We use Bullhorn's JobOrder REST API to create records in dependency order (JobOrder must exist before Applications can link to it). Active job status in Unstop maps to JobOrder status = 'Open'.
unstop
Internship
Bullhorn ATS & CRM
JobOrder
1:1Unstop internship records follow the same schema as job postings with additional fields for internship duration and stipend. We map these to Bullhorn JobOrder with a custom field internship_type__c set to true and custom fields for duration_weeks__c and stipend_amount__c. Bullhorn does not natively distinguish internships from jobs, so the internship flag lives in the custom field.
unstop
Application Record
Bullhorn ATS & CRM
Application
1:1Unstop applications link a User to a Job, Internship, or Competition and track status (Applied, Shortlisted, Rejected, Hired). These map to Bullhorn JobSubmission records attached to the corresponding JobOrder and Candidate. We preserve the full status history as a JSON payload in a custom field application_status_history__c because Bullhorn JobSubmission natively tracks only current status.
unstop
Quiz Session
Bullhorn ATS & CRM
Custom Object (QuizAttempt)
lossyUnstop quiz session records (start timestamp, end timestamp, score, passing status, device) map to a Bullhorn Custom Object we configure as QuizAttempt. Bullhorn Growth and Enterprise editions support up to 10 custom objects with 55 fields each; Bullhorn ATS supports 2. We recommend the customer provision the QuizAttempt custom object before migration scoping begins. Quiz sessions with missing end_timestamp or anomalous duration are flagged as crash-affected records requiring manual review. Original quiz configuration (time limit, question bank) migrates as a separate QuizConfig custom object or JSON attachment.
unstop
Assessment
Bullhorn ATS & CRM
Custom Object (Assessment)
lossyUnstop assessment configurations (quiz/test name, time limit, scoring rubric, question bank metadata) migrate as a Bullhorn Custom Object called Assessment or as a JSON payload in a custom text area field on the QuizAttempt record. Format-specific assessment fields (coding challenge metadata, design brief parameters) store as JSON in a custom field format_config__c to preserve structure without requiring a separate custom object per competition type.
unstop
Competition
Bullhorn ATS & CRM
Custom Object (Competition)
lossyUnstop competition records (name, organizer, dates, rules, format type) map to a Bullhorn Custom Object called Competition. Participant enrollment lists migrate as CompetitionEnrollment records linked to the Competition custom object, or as a JSON array in a custom field participant_list__c on the Competition record depending on the customer's Bullhorn edition and field availability. We use a format_type discriminator field to distinguish coding challenges, quizzes, design contests, and case studies.
unstop
Hackathon
Bullhorn ATS & CRM
Custom Object (Hackathon)
lossyUnstop hackathon records (name, dates, team structure, submission URLs, judging scores, leaderboard positions) map to a Bullhorn Custom Object called Hackathon. Team memberships flatten into individual participation records linked to the Hackathon custom object via a lookup relationship. We preserve submission URLs and judging scores in custom fields. Bullhorn's Growth and Enterprise editions are required for the lookup relationships; ATS edition requires storing hackathon data as JSON in a text area field.
unstop
Scholarship
Bullhorn ATS & CRM
Custom Object (Program)
1:1Unstop scholarship records (name, eligibility criteria, amount, deadline, applicants) map to a Bullhorn Custom Object called Program with fields for scholarship_amount__c, eligibility_criteria__c (text area), and application_deadline__c. Applicant lists migrate as JSON in an applicants__c text area field if the customer's Bullhorn edition does not support additional custom objects.
unstop
Organization
Bullhorn ATS & CRM
ClientCorporation
1:1Unstop recruiter organization profiles (company name, logo, description, contact details) map to Bullhorn ClientCorporation records. We use the organization name as the ClientCorporation name and the domain as the website field. ClientCorporation must exist before any Candidate records with a primaryClientCorporation assignment are imported.
unstop
Engagement (general)
Bullhorn ATS & CRM
Note and Task
1:1Unstop engagement records (application submissions, competition registrations, quiz completions) that represent candidate activity events map to Bullhorn Task records attached to the Candidate. We set Task Subject to reflect the engagement type (e.g., 'Applied to: [Job Title]'), set ActivityDate to the engagement timestamp, and store the full engagement metadata as a JSON payload in a custom field engagement_data__c.
unstop
File Attachment
Bullhorn ATS & CRM
ContentDocument and Attachment
1:1Unstop uploaded resumes, portfolio files, and certificates attach as Bullhorn ContentDocument records linked to the Candidate or JobSubmission via ContentDocumentLink. We use the Bullhorn REST API to upload files and resolve the LinkedEntityId to the migrated Candidate record. Certificate PDFs migrate with a custom field certificate_type__c to distinguish participation certificates from skill certificates.
| unstop | Bullhorn ATS & CRM | Compatibility | |
|---|---|---|---|
| User | Candidate and Contact1:1 | Fully supported | |
| Job Posting | JobOrder1:1 | Fully supported | |
| Internship | JobOrder1:1 | Fully supported | |
| Application Record | Application1:1 | Fully supported | |
| Quiz Session | Custom Object (QuizAttempt)lossy | Fully supported | |
| Assessment | Custom Object (Assessment)lossy | Fully supported | |
| Competition | Custom Object (Competition)lossy | Fully supported | |
| Hackathon | Custom Object (Hackathon)lossy | Fully supported | |
| Scholarship | Custom Object (Program)1:1 | Fully supported | |
| Organization | ClientCorporation1:1 | Fully supported | |
| Engagement (general) | Note and Task1:1 | Fully supported | |
| File Attachment | ContentDocument and Attachment1:1 | 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.
unstop gotchas
No public API for programmatic data extraction
Timed quiz sessions lost to app crashes
Candidate profile data quality varies widely
Competition and hackathon data lacks a standard schema
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 extraction coordination
We conduct a structured discovery call with the customer's team to enumerate all Unstop objects in scope (Users, Jobs, Internships, Applications, Competitions, Hackathons, Scholarships, Assessments, Quiz Sessions), estimate record volumes per object, and identify any records requiring special handling (crash-affected quiz sessions, incomplete profiles, missing attachments). We simultaneously coordinate with Unstop account management to request a formal bulk data export file. If a formal export is unavailable, we document the manual extraction process from the admin dashboard and agree on a field-level extraction checklist with the customer before proceeding.
Bullhorn edition verification and custom object provisioning
We verify the customer's Bullhorn edition (ATS Growth, ATS, Growth, or Enterprise) during discovery and confirm the number of available custom objects. Bullhorn Growth and Enterprise customers submit a custom object setup spreadsheet to Bullhorn Support to provision QuizAttempt, Assessment, Competition, Hackathon, and Program custom objects before migration begins. Bullhorn ATS customers with only two available custom objects receive a prioritized mapping recommendation during scoping, with format-specific data stored as JSON in available text area fields. Schema deployment happens in a Bullhorn Sandbox first.
Sandbox migration and mapping validation
We run a full migration into a Bullhorn Sandbox (Full Copy or Partial Copy) using production-like data volumes. The customer's Bullhorn admin and recruiting lead review record counts per object, spot-check 25-50 migrated candidate profiles against the Unstop source, validate quiz scores and competition enrollment data in the custom objects, and confirm that application status history preserved correctly. Mapping corrections and custom object field adjustments happen in Sandbox before production migration begins.
Data extraction, normalization, and transform
We process the Unstop export file (CSV downloads or the formal data export from Unstop) into a normalized intermediate format. Candidate profiles normalize to the Bullhorn Candidate schema. Quiz session records normalize with a crash-affected flag set where end_timestamp is missing or anomalous. Competition and hackathon metadata normalize to JSON payloads with format_type discriminators. We resolve parent-record dependencies (Application links to Job; Hackathon participation links to Hackathon custom object) using the Unstop internal IDs carried forward as custom fields.
Production migration in dependency order
We run production migration in record-dependency order: ClientCorporation (from Unstop Organizations), JobOrder (from Unstop Jobs and Internships), Candidate (with unstop_user_id__c set), QuizAttempt and Assessment custom objects (if provisioned), Competition and Hackathon custom objects, JobSubmission (Application records linked to JobOrder and Candidate), Engagement Tasks (activity events linked to Candidate). Each phase emits a row-count reconciliation report before the next phase begins. We use Bullhorn's REST API for individual record creates and Bulk API 2.0 for large-volume phases with chunking and exponential backoff on rate-limit responses.
Cutover, validation, and documentation handoff
We freeze Unstop as the write system 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 a migration completion report with record counts per object, a data quality flag summary for self-reported candidate profile fields, a list of quiz session records flagged as crash-affected that require manual review, and a written inventory of Unstop platform features (workflows, automations, engagement notifications) that do not migrate to Bullhorn. We support a one-week hypercare window for reconciliation issues. We do not rebuild Unstop automations or engagement sequences in Bullhorn as standard scope.
Platform deep dives
unstop
Source
Strengths
Weaknesses
Bullhorn ATS & CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard HRMS migration. All 7 core objects map 1:1 between unstop and Bullhorn ATS & CRM.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across unstop and Bullhorn ATS & CRM.
Object compatibility
All 7 core objects map 1:1 between unstop 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
unstop: Not publicly documented..
Data volume sensitivity
unstop 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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FAQ
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