HRMS migration
Field-level mapping, validation, and rollback between Jobylon and Zoho Recruit. We move data and schema; workflows are rebuilt natively in Zoho Recruit.
Jobylon
Source
Zoho Recruit
Destination
Compatibility
10 of 12
objects map 1:1 between Jobylon and Zoho Recruit.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Moving from Jobylon to Zoho Recruit is a structural migration across two ATS platforms with different data models. Jobylon exposes its data through a webhook-driven Partner API (explicitly alpha-status) with no bulk export endpoint and a hard 100 req/min rate limit, meaning we construct a pull-based export pipeline rather than using a standard connector. Jobylon's pipeline stage names are free-text per-company configurations with no global schema, while Zoho Recruit uses a structured Hiring Pipeline with configurable stage statuses. We resolve that difference by mapping source stage names to the closest Zoho stage equivalents and preserving the original stage name as a custom field for audit. Offer letter documents transfer as attachment URLs only because Jobylon does not expose document content via API. Custom fields are per-company in Jobylon, requiring a pre-migration schema discovery phase that we run before any data moves. We do not migrate Jobylon workflows or stage-automation triggers as code; we deliver a written inventory for the customer's admin to rebuild in Zoho Recruit.
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 Jobylon 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.
Jobylon
Job
Zoho Recruit
Job Opening
1:1Jobylon Jobs map to Zoho Recruit Job Openings. Standard fields (title, department, location, employment type, description) migrate directly. Jobylon's per-company custom fields defined via /config/companies/{companyId}/job map to Zoho Recruit custom fields on the Job Opening module. We run schema discovery against the Jobylon configuration endpoint for each company before migration to capture the complete field list, including any fields that require Jobylon support activation. Published status maps to Zoho's Opening Status field (Open, Closed, On Hold).
Jobylon
Application
Zoho Recruit
Candidate
1:1Jobylon Applications map to Zoho Recruit Candidates. The Application ID is preserved as a custom field (source_application_id__c) for reconciliation. Application status maps to the Zoho Candidate status field, and the current Pipeline Stage from Jobylon maps to the Zoho Candidate's currentHiringPipeline stage. We preserve the full application timeline (all stage transitions with timestamps) as Zoho Candidate Activities or as a custom multi-line text field if the candidate's full stage history is required for audit.
Jobylon
Candidate
Zoho Recruit
Candidate
1:1Jobylon Candidates map directly to Zoho Recruit Candidates. Candidates may have multiple Applications across Jobs, so we deduplicate by email address and carry the full application history attached to the single Candidate record. GDPR fields (consent status, erasure date, data handling preferences) migrate as custom fields unless Zoho Recruit's privacy settings cover the requirement natively. Skills, languages, and certifications from Jobylon map to Zoho Candidate Skills and custom fields.
Jobylon
Pipeline Stage
Zoho Recruit
Hiring Pipeline Stage
lossyJobylon Pipeline Stages are free-text per-company names with no global schema, while Zoho Recruit uses structured Hiring Pipeline stages. We map each source stage name to the closest Zoho stage (Applied, Screening, Interview, Offer, Hired, Rejected) and preserve the original stage name as a custom field on the Candidate record. Stages with inactive status and a Lost Reason attached map to Zoho's Rejected stage with the Loss Reason stored as a custom field. The customer reviews and approves the stage map before cutover to avoid process mismatches.
Jobylon
Scorecard
Zoho Recruit
Evaluation or Custom Fields
lossyJobylon Scorecards tied to Pipeline Stages record evaluator ratings. We export the scorecard schema (criteria names, rating scale) and each evaluator's rating value, preserving the evaluator name and timestamp. If Zoho Recruit's Evaluation module is active in the destination account, we map scorecards to Evaluations linked to the Candidate. If not, we carry ratings as custom fields on the Candidate record with a structured naming convention (scorecard_[evaluator]_[criteria]__c). The customer selects the strategy during scoping.
Jobylon
Custom Fields (Job and Application)
Zoho Recruit
Custom Fields
1:1Jobylon custom fields are defined per-company via the Partner API configuration endpoint and are not globally standardised. We query /config/companies/{companyId}/job and /config/companies/{companyId}/application during discovery to capture the complete field list. Dynamic custom fields (secondary forms built on prior submissions) require manual activation by Jobylon support and may not appear in the API schema unless activated; we request confirmation of activation status before scoping. Each custom field maps to an equivalent Zoho Recruit custom field with type-matching (text, picklist, number, date).
Jobylon
User
Zoho Recruit
User
1:1Jobylon Users (recruiters, hiring managers, admins) map to Zoho Recruit Users. We resolve by email match. Any Jobylon User without a matching Zoho User goes to a reconciliation queue for the customer's admin to provision. Permission-level differences between Jobylon's configurable permission tiers and Zoho's role-based access are documented for admin review post-migration. Active/inactive status carries forward.
Jobylon
Lost Reason
Zoho Recruit
Rejection Reason
1:1Jobylon Lost Reasons are predefined classification labels attached when an Application moves to an inactive stage. We carry these as a tagged custom field on the Zoho Candidate record (loss_reason__c) rather than a native Zoho object, since Zoho Recruit does not have a standalone Lost Reason object equivalent. The customer can configure a picklist of rejection reasons in Zoho Recruit's Candidate module and map the source values during staging.
Jobylon
Assessor Feedback
Zoho Recruit
Notes or Comments
1:1Free-text evaluator notes and assessor feedback from Jobylon export as structured comment records with author, timestamp, and content body. We map these to Zoho Recruit Notes attached to the Candidate record, preserving the original author name and the date of the feedback. If the customer uses Zoho Recruit's Activity Log, feedback migrates as an Activity record instead.
Jobylon
Offer Letter
Zoho Recruit
Attachment Reference or Offer
1:1Jobylon offer letter documents are stored as attachments associated with Applications. The API exports attachment filenames and URLs but not document content. We preserve the attachment URLs as a custom field (offer_attachment_url__c) on the Zoho Candidate record and note that the customer's admin should download and re-upload offer PDFs to Zoho Recruit's document storage post-migration if full content is required in the destination system. If the customer uses Zoho Recruit's Offer management module, we configure Offer records with the candidate reference and a link to the uploaded document.
Jobylon
Job (requisition metadata)
Zoho Recruit
Job Opening (requisition fields)
1:1Jobylon exposes job requisition metadata including salary range, benefits, remote policy, and hiring team members. These map to Zoho Job Opening fields where native equivalents exist, or to custom fields on the Job Opening module. Benefits and compensation details that are multi-line text in Jobylon become structured custom fields in Zoho if the customer requires filtering and reporting on those dimensions.
Jobylon
Company (candidate employer reference)
Zoho Recruit
Client
1:1If Jobylon maintains references to candidate employer history or client companies associated with a job, these map to Zoho Recruit's Client module. Client records are linked to Job Openings as the hiring organisation, and candidate employer references attach to the Candidate record. We handle deduplication by company name during import.
| Jobylon | Zoho Recruit | Compatibility | |
|---|---|---|---|
| Job | Job Opening1:1 | Fully supported | |
| Application | Candidate1:1 | Fully supported | |
| Candidate | Candidate1:1 | Fully supported | |
| Pipeline Stage | Hiring Pipeline Stagelossy | Fully supported | |
| Scorecard | Evaluation or Custom Fieldslossy | Fully supported | |
| Custom Fields (Job and Application) | Custom Fields1:1 | Mapping required | |
| User | User1:1 | Fully supported | |
| Lost Reason | Rejection Reason1:1 | Fully supported | |
| Assessor Feedback | Notes or Comments1:1 | Mapping required | |
| Offer Letter | Attachment Reference or Offer1:1 | Fully supported | |
| Job (requisition metadata) | Job Opening (requisition fields)1:1 | Fully supported | |
| Company (candidate employer reference) | Client1:1 | 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.
Jobylon gotchas
Partner API is alpha with no bulk export endpoint
Rate limit of 100 req/min restricts migration speed
Custom fields are per-company and require pre-migration schema discovery
Dynamic custom fields must be activated by Jobylon support
Pipeline stage names are free-text and not standardised
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 schema audit
We audit the source Jobylon account across Jobs, Applications, Candidates, Pipeline Stages, Scorecards, and custom field configurations. We query the /config/companies/{companyId}/job and /config/companies/{companyId}/application endpoints for each company to capture the complete per-company field schema. We confirm with Jobylon support whether dynamic custom fields have been officially activated and request the activation if they are missing. We document the full pipeline stage list and request customer confirmation of stage-name mapping targets in Zoho Recruit. The discovery output is a written migration scope with a field-level map for each object.
Webhook export pipeline construction
Since Jobylon has no bulk export endpoint, we construct a pull-based export pipeline that queries Jobylon's API for Jobs first (these have no dependencies), then Candidates, then Applications linked to Jobs and Candidates. We implement request throttling to stay within the 100 req/min limit, exponential backoff on rate-limit responses, and chunked processing for large record sets. We extract all custom field values at the same time as their parent records so that the relationship is preserved. This phase typically runs over multiple days for large datasets.
Zoho Recruit schema preparation
We configure the Zoho Recruit destination account before any data imports. This includes creating custom fields on Job Opening and Candidate modules to receive Jobylon custom field values that have no native Zoho equivalent, configuring the Hiring Pipeline with stages mapped from Jobylon's stage names, setting up Rejection Reason picklist values from Jobylon Lost Reasons, and creating User accounts for any Jobylon Users without matching Zoho Users. All Zoho configuration happens in a sandbox or staging environment first, validated by the customer's admin, before production migration begins.
Staging migration and reconciliation
We run a full migration into the Zoho Recruit staging environment using production-like data volume. The customer's HR or recruiting lead reconciles record counts (Job Openings in, Candidates in, Applications linked), spot-checks 25-50 random records against the Jobylon source for field accuracy and stage mapping, and signs off the schema and mapping before production migration begins. Any field mapping corrections, missing custom field additions, or stage map adjustments happen at this stage. Staging typically runs for one to two weeks depending on dataset size.
Production migration in dependency order
We run production migration in record-dependency order: Job Openings first (with all custom fields), Users (validated by admin), Candidates (deduplicated by email), then Applications linked to the resolved Candidate and Job Opening records. Offer letter attachment URLs migrate as custom fields at this stage. Scorecards and assessor feedback migrate as Notes or Evaluation records depending on the customer's chosen strategy. Each phase emits a row-count reconciliation report before the next phase begins. We freeze Jobylon writes during cutover and run a final delta migration of any records modified during the window.
Cutover, validation, and workflow handoff
We enable Zoho Recruit as the system of record after the final delta migration. We deliver a written inventory of every Jobylon workflow, stage-automation trigger, and pipeline automation that requires rebuilding in Zoho Recruit's workflow rules. We do not rebuild Jobylon automations as Zoho Recruit workflow rules inside the migration scope; that is a separate engagement or an admin task. We support a one-week hypercare window where we resolve any data quality issues raised by the recruiting team. Custom fields that require Zoho admin configuration changes post-migration are documented separately.
Platform deep dives
Jobylon
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 Jobylon 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
Jobylon: 100 requests per minute per organisation.
Data volume sensitivity
Jobylon 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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