HRMS migration
Field-level mapping, validation, and rollback between JazzHR and Zoho Recruit. We move data and schema; workflows are rebuilt natively in Zoho Recruit.
JazzHR
Source
Zoho Recruit
Destination
Compatibility
10 of 14
objects map 1:1 between JazzHR and Zoho Recruit.
Complexity
BStandard
Timeline
2-4 weeks
Overview
JazzHR and Zoho Recruit share a flat-file ATS data model but differ in how they structure the candidate-to-job join and pipeline stages. JazzHR holds Prospects as a separate join entity with a prospect_id linking candidate to job; Zoho Recruit models Applications as a sub-object on the Candidate record. We restructure the join at migration time, creating Zoho Recruit Candidates first, then inserting Applications linked back to the matching Job Opening. JazzHR's custom workflow stages (workflow_id + stage name) map to Zoho Recruit's pipeline workflow framework, and document attachments stream immediately from the base64 payload because JazzHR's Candidate Export Webhook URLs expire 2.5 hours after the export event fires. Zoho Recruit requires a Last Name value on every Candidate record; JazzHR records without one are flagged in pre-flight and assigned a placeholder value before import so the record is not silently skipped. We do not migrate JazzHR Workflows, email templates, or assessment configurations; we deliver a written inventory of each so your admin can rebuild them in Zoho Recruit's workflow builder.
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 JazzHR object lands in Zoho Recruit, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
JazzHR
Jobs
Zoho Recruit
Job Openings
1:1JazzHR Jobs map to Zoho Recruit Job Openings with title, location, description, salary range, and department preserved. The hiring_lead_id on the JazzHR job is remapped to the Zoho Recruit user who will own the requisition. If the source job references a department_id, we resolve it against the migrated Departments taxonomy before inserting the Job Opening. Active versus archived status on the source job sets the Zoho Recruit Job Opening status field.
JazzHR
Candidate Profile
Zoho Recruit
Candidate
1:1JazzHR Candidate profiles (name, email, phone, address, work history, education) map directly to Zoho Recruit Candidate records. The educationLevelCodes enumeration in JazzHR (36 codified values) is stored as a custom picklist field in Zoho Recruit rather than a free-text field. Zoho Recruit requires a Last Name on every Candidate; source records without one receive a placeholder value (marked in the migration log) so the record is not silently skipped during import.
JazzHR
Prospect
Zoho Recruit
Application (sub-object on Candidate)
1:manyJazzHR Prospects are the join entity linking a Candidate to a Job with status, source, referral, and apply date. Zoho Recruit does not have a standalone Application object as a top-level entity; instead, Applications attach to the Candidate record as a related list entry. We restructure this by inserting Candidates first (with a lookup back to the migrated Job Opening), then creating Application records linked to the Candidate and the corresponding Job Opening. The prospect status maps to the Zoho Recruit Candidate Status field, and the apply date becomes the Submission Date.
JazzHR
Departments
Zoho Recruit
Departments
1:1JazzHR Departments migrate as Zoho Recruit Departments. The department taxonomy is inserted before Jobs so that the department assignment on each Job Opening resolves correctly at import time. Departments with no associated jobs are migrated as inactive to avoid cluttering the Zoho Recruit setup.
JazzHR
Hiring Leads
Zoho Recruit
Users
1:1Every JazzHR job carries a hiring_lead_id tied to a user. We extract all hiring lead IDs, match them by email against Zoho Recruit's User table, and build an OwnerId lookup map. Any hiring lead without a matching Zoho Recruit User is flagged for the customer to provision before the Job Opening import phase. Until the user is provisioned, the job is assigned to the Zoho Recruit admin user and the original owner is preserved in a custom field jazzhr_hiring_lead__c for audit.
JazzHR
Workflow / Pipeline Stages
Zoho Recruit
Pipeline Workflow
lossyJazzHR workflows define stages per job via workflow_id. Each unique JazzHR workflow configuration maps to a Zoho Recruit pipeline workflow. Stage names and order are preserved; stage probability percentages migrate to Zoho Recruit's stage weight fields if the destination plan supports them. If Zoho Recruit's pipeline count on the destination plan is insufficient for the number of unique JazzHR workflow_ids, we consolidate by role type and flag the overlap for the customer to resolve post-migration.
JazzHR
Custom Fields
Zoho Recruit
Custom Fields
1:1JazzHR custom fields on candidate profiles, including the startDate field (camelCase key, YYYY-MM-DD format), are pre-created as matching custom fields in Zoho Recruit before any record insert. Other account-specific custom fields are enumerated during scoping, typed (text, date, picklist, number), and created via Zoho Recruit's field management UI or API. We validate that picklist values in JazzHR map to existing Zoho Recruit picklist options and flag any mismatches for the customer to resolve before migration.
JazzHR
Documents / Attachments
Zoho Recruit
Document Library (Attachments)
1:1JazzHR document attachments are base64-encoded blobs delivered via the Candidate Export Webhook. These must be streamed immediately because the document URLs expire 2.5 hours after the export event fires. We decode the base64 payload, derive the MIME type from the source metadata, and upload to Zoho Recruit's document storage as a ContentDocumentLink attached to the parent Candidate record. We do not queue attachments for later processing.
JazzHR
Sources and Referrals
Zoho Recruit
Candidate Source
1:1JazzHR source and referral fields (free-text and codified strings) are preserved and mapped to Zoho Recruit's Candidate Source picklist. Where the JazzHR source value has no matching Zoho Recruit picklist option, we create a new picklist value during field setup to avoid data loss. Referral information is stored in a custom text field jazzhr_referral__c on the Candidate record if Zoho Recruit's standard fields do not accommodate the value.
JazzHR
Users
Zoho Recruit
Users
1:1JazzHR user accounts (recruiters, hiring managers, admins) are enumerated during scoping. Active JazzHR users map to active Zoho Recruit users by email. We flag any JazzHR user referenced on a record but not present in the destination as a user-provisioning gap. Zoho Recruit's role-based access (Recruiter, Hiring Manager, Admin) is assigned based on the JazzHR user's role, with the customer confirming the mapping during scoping.
JazzHR
Job Board Codes
Zoho Recruit
Job Board Integration flags
lossyJazzHR job board codes identify which job boards a job was posted to (Indeed, LinkedIn, ZipRecruiter, etc.). We capture the board code list per job and store it as a custom text field jazzhr_board_codes__c on the Job Opening so the customer knows which boards were active. We do not recreate job board connections during migration; the customer must re-establish board integrations in Zoho Recruit post-migration.
JazzHR
Education History
Zoho Recruit
Candidate Education (custom section)
1:1JazzHR education records include institution, degree type, field of study, and dates. The educationLevelCodes enum (36 codified values) is mapped to Zoho Recruit's candidate education fields where a matching option exists, or stored as a custom picklist value. We migrate all education history entries per candidate as individual education sub-records to preserve the full academic background.
JazzHR
Notes
Zoho Recruit
Notes
1:1JazzHR notes attached to candidate profiles migrate as Zoho Recruit Notes linked to the corresponding Candidate record. We preserve the note author (resolved via email to Zoho Recruit User) and the creation timestamp. Notes containing HTML formatting are migrated as rich text to preserve structure.
JazzHR
Interview Scorecards / Feedback
Zoho Recruit
Interview Feedback Form responses
lossyJazzHR interview feedback and scorecards attached to prospects map to Zoho Recruit Interview Feedback Forms on the related Application. If the source scorecard uses a rating scale not natively supported by Zoho Recruit, we store the raw score in a custom number field and note the original scale in a description field. Feedback text migrates as-is to the feedback form response.
| JazzHR | Zoho Recruit | Compatibility | |
|---|---|---|---|
| Jobs | Job Openings1:1 | Fully supported | |
| Candidate Profile | Candidate1:1 | Fully supported | |
| Prospect | Application (sub-object on Candidate)1:many | Fully supported | |
| Departments | Departments1:1 | Fully supported | |
| Hiring Leads | Users1:1 | Mapping required | |
| Workflow / Pipeline Stages | Pipeline Workflowlossy | Fully supported | |
| Custom Fields | Custom Fields1:1 | Mapping required | |
| Documents / Attachments | Document Library (Attachments)1:1 | Mapping required | |
| Sources and Referrals | Candidate Source1:1 | Fully supported | |
| Users | Users1:1 | Mapping required | |
| Job Board Codes | Job Board Integration flagslossy | Mapping required | |
| Education History | Candidate Education (custom section)1:1 | Fully supported | |
| Notes | Notes1:1 | Fully supported | |
| Interview Scorecards / Feedback | Interview Feedback Form responseslossy | 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.
JazzHR gotchas
Job cap cliff between Hero and Plus plans
API 100-result pagination cap
Apply API bearer tokens expire in 48 hours
Document URLs expire 2.5 hours after export event
TLS 1.2 enforced as of January 2024
Zoho Recruit gotchas
Daily API rate limits are tier-gated and per-user capped
User import hard cap of 2,000 records
Attachment folder hierarchy must be preserved exactly
Resume parsing quota varies by plan and resets daily
Custom fields unavailable in Free and Standard editions
Pair-specific challenges
Migration approach
Discovery and volume audit
We enumerate all JazzHR entities in scope: Jobs (active, closed, archived), Candidates, Prospects, custom fields, workflow_ids, departments, hiring leads, and document attachment counts. We validate record counts against JazzHR's UI-reported totals to confirm completeness before designing the mapping. We also identify records missing required Zoho Recruit fields (Last Name, mandatory picklist values) and produce a pre-flight gap report. This step produces the written migration scope, the object mapping document, and a Zoho Recruit plan recommendation based on active job volume and recruiter seat count.
Zoho Recruit destination setup
We configure the Zoho Recruit destination org before any data moves: departments are created, custom fields are pre-built with matching types, pipeline workflows are configured for each unique JazzHR workflow_id, and candidate source picklist values are populated. Users are provisioned or mapped by email. If the destination Zoho Recruit org is a new account, we set up the career site and job board integration credentials during this phase so that migrated job openings can be published immediately after migration.
Sandbox migration and reconciliation
We run a full migration into a Zoho Recruit sandbox environment (or a staging org if no sandbox is available) using production-like data volume. The customer's HR operations lead reconciles record counts for each module, spot-checks 25-50 random candidate records and job openings against the JazzHR source, and signs off the mapping before production migration begins. Any field mapping corrections, custom field additions, or picklist value gaps are resolved here.
Owner and user reconciliation
We extract all distinct hiring_lead_ids and user references from JazzHR and match them by email against Zoho Recruit's User table. Any hiring lead without a matching Zoho Recruit user goes to a reconciliation queue for the customer's admin to provision. Document attachment authors are similarly resolved. Migration cannot proceed past record insert until all OwnerId references have a valid destination lookup because Zoho Recruit enforces referential integrity on required user fields.
Production migration in dependency order
We run production migration in record-dependency order: Departments first (for job-to-department assignment), then Job Openings (with OwnerId resolved), then Candidates (with Last Name placeholder applied for missing values), then Applications (linked to Candidates and Job Openings), then Documents (streamed immediately from base64 payloads), then Education history, then Notes, then Interview Feedback. Each phase emits a row-count reconciliation report before the next phase begins. We flag any records skipped due to validation errors for the customer to correct and re-import in a targeted follow-up batch.
Cutover, validation, and automation inventory handoff
We freeze JazzHR as write-only during cutover, run a final delta migration of any records modified during the migration window, then enable Zoho Recruit as the system of record. We deliver a written inventory of every JazzHR workflow, email template, assessment configuration, and hiring pipeline with a Zoho Recruit workflow builder equivalent for the customer's admin to rebuild. We support a one-week post-cutover window where we resolve any reconciliation issues. We do not rebuild JazzHR workflows, automations, or email templates inside the migration scope; those are separate engagements.
Platform deep dives
JazzHR
Source
Strengths
Weaknesses
Zoho Recruit
Destination
Strengths
Weaknesses
Complexity grading
Standard HRMS migration. 1 of 7 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across JazzHR and Zoho Recruit.
Object compatibility
1 of 7 objects need a mapping; the rest are 1:1.
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
JazzHR: Not publicly documented in API docs..
Data volume sensitivity
JazzHR 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.
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FAQ
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