HRMS migration

Migrate from Jobylon to Zoho Recruit

Field-level mapping, validation, and rollback between Jobylon and Zoho Recruit. We move data and schema; workflows are rebuilt natively in Zoho Recruit.

Jobylon logo

Jobylon

Source

Zoho Recruit

Destination

Zoho Recruit logo

Compatibility

83%

10 of 12

objects map 1:1 between Jobylon and Zoho Recruit.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

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.

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

Jobylon logo

Jobylon

What's pushing teams away

  • Some customers find the analytics and reporting dashboard less deep than competitors such as Lever, limiting their ability to generate custom hiring reports without third-party tools.
  • The Partner API is explicitly described as alpha-status with a limited feature set, making it harder for technical teams to build bespoke integrations or validate migration completeness independently.
  • Customers seeking advanced AI features like predictive candidate scoring or automated ranking may find Jobylon's AI tooling insufficient compared to platforms with mature ML-driven sourcing.

Choosing

Zoho Recruit logo

Zoho Recruit

What's pulling them in

  • Lowest cost entry point of any major ATS — a free tier with Candidates, Clients, Contacts, Interviews, and a career site lets small teams validate before committing to a paid plan.
  • Deep Zoho ecosystem integration — if the team already uses Zoho CRM, Sheets, or Analytics, candidate data flows between modules without re-keying or third-party middleware.
  • Customizable pipelines and stages — both agency and corporate editions let users define custom pipeline stages and assign candidates through drag-and-drop visual boards.
  • AI-assisted features via Zia — resume parsing, candidate summarization, and job-candidate matching are built in on paid tiers, reducing manual screening time.
  • Job board aggregation at no extra cost — paid tiers include postings to major job boards, extending reach without purchasing separate job ad bundles.

Object mapping

How Jobylon objects map to Zoho Recruit

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

maps to

Zoho Recruit

Job Opening

1:1
Fully supported

Jobylon 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

maps to

Zoho Recruit

Candidate

1:1
Fully supported

Jobylon 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

maps to

Zoho Recruit

Candidate

1:1
Fully supported

Jobylon 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

maps to

Zoho Recruit

Hiring Pipeline Stage

lossy
Fully supported

Jobylon 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

maps to

Zoho Recruit

Evaluation or Custom Fields

lossy
Fully supported

Jobylon 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)

maps to

Zoho Recruit

Custom Fields

1:1
Mapping required

Jobylon 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

maps to

Zoho Recruit

User

1:1
Fully supported

Jobylon 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

maps to

Zoho Recruit

Rejection Reason

1:1
Fully supported

Jobylon 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

maps to

Zoho Recruit

Notes or Comments

1:1
Mapping required

Free-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

maps to

Zoho Recruit

Attachment Reference or Offer

1:1
Fully supported

Jobylon 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)

maps to

Zoho Recruit

Job Opening (requisition fields)

1:1
Fully supported

Jobylon 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)

maps to

Zoho Recruit

Client

1:1
Fully supported

If 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.

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.

Jobylon logo

Jobylon gotchas

High

Partner API is alpha with no bulk export endpoint

High

Rate limit of 100 req/min restricts migration speed

Medium

Custom fields are per-company and require pre-migration schema discovery

Medium

Dynamic custom fields must be activated by Jobylon support

Low

Pipeline stage names are free-text and not standardised

Zoho Recruit logo

Zoho Recruit gotchas

High

Daily API rate limits are tier-gated and per-user capped

High

User import hard cap of 2,000 records

Medium

Attachment folder hierarchy must be preserved exactly

Medium

Resume parsing quota varies by plan and resets daily

Low

Custom fields unavailable in Free and Standard editions

Pair-specific challenges

  • Jobylon Partner API has no bulk export endpoint

    Jobylon's Partner API is explicitly alpha-status and is webhook-driven, pushing Application and Job data to partner systems rather than serving pull-based bulk export requests. There is no documented bulk export endpoint, which means we must construct a custom export pipeline that queries individual records within the 100 req/min rate limit. For organisations with thousands of Applications and Candidates, this extends the discovery and extraction phases significantly compared to platforms with bulk endpoints. We validate field coverage against Jobylon's documented OpenAPI schema and request a staging schema export where available.

  • 100 req/min rate limit constrains migration throughput

    Jobylon enforces a hard 100 requests per minute on the Partner API. For a dataset of 10,000 Applications, a linear pull approach would take over 100 minutes just for Application records, not counting Candidate and Job records. We implement request throttling with exponential backoff, batch reads where the schema allows, and recommend scoping the migration to exclude closed inactive stages with assigned Lost Reasons early to reduce total request count. Large migrations may require multi-day extraction windows.

  • Dynamic custom fields require Jobylon support activation

    Dynamic custom fields in Jobylon build secondary forms based on prior user submissions and are not automatically available in the API schema. Jobylon requires customers to contact their account manager to enable these fields. If dynamic fields are active in the account but were not officially activated via support, the migration schema will be incomplete. We request confirmation of dynamic field activation status during the discovery call and flag any gap before scoping the migration.

  • Zoho Recruit field-level rigidity can limit data model fidelity

    User reviews of Zoho Recruit consistently cite 'rigid and confusing field options' as a friction point. Zoho Recruit's custom field system requires explicit module-level field creation and does not support dynamic or conditional field logic at the free-text level that some Jobylon configurations use. During staging, we validate that every Jobylon custom field has a viable Zoho custom field equivalent and flag any that require Zoho configuration changes before import can proceed.

  • Pipeline stage name mapping requires manual review before cutover

    Jobylon pipeline stages are free-text per-company names with no global schema. A stage called 'Phone Screen' in one organisation may not exist in another, and there is no standardised stage count. When migrating to Zoho Recruit's structured Hiring Pipeline model, we produce a stage map that requires the customer's approval before cutover. Stages that cannot be cleanly mapped to Zoho's defaults (Applied, Screening, Interview, Offer, Hired, Rejected) are preserved as custom field values. Misaligned stage maps during cutover result in candidates appearing in unexpected pipeline positions.

Migration approach

Six steps for a successful Jobylon to Zoho Recruit data migration

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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

Context on both ends of the pair

Jobylon logo

Jobylon

Source

Strengths

  • Fully customisable career pages with video, testimonials, and per-job branding control.
  • Configurable recruiting pipelines with per-stage automation triggers and lost-reason classification.
  • Multi-language support across five European languages with local job board integrations.
  • GDPR module developed in-house with built-in candidate consent and data handling workflows.
  • Webhook-based Partner API with OpenAPI schema documentation for integration partners.

Weaknesses

  • Partner API is in alpha with a limited feature set and no bulk export capability.
  • Rate limit of 100 requests per minute constrains migration throughput significantly.
  • Dynamic custom fields require manual activation by Jobylon support before they appear in the schema.
  • Reporting and analytics dashboard is less feature-rich than competitors like Lever or SmartRecruiters.
  • Offer letter document content is not accessible via API — only attachment filenames are exported.
Zoho Recruit logo

Zoho Recruit

Destination

Strengths

  • Free tier includes full candidate management with a hosted career site, making it viable for very small staffing operations.
  • Multi-edition architecture splits agency and corporate HR workflows, with tier-gated features that scale predictably with headcount.
  • Per-user API rate limits (500–1000/day) are generous for mid-size migrations compared to competitors that gate by total org quota.
  • Zoho's own data migration tool supports CSV import from Bullhorn, CATS, Jobdiva, and Workable, validating interoperability with common ATS formats.
  • 45-day money-back guarantee and 15-day full-feature trial reduce financial risk for teams evaluating the platform.

Weaknesses

  • Free edition excludes custom fields, lookup relationships, and formula fields, making data model extensibility unavailable until a paid tier is purchased.
  • Resume parsing quotas are capped: 250/day on Standard, 500/day on Professional, unlimited only on Enterprise — bulk imports of large candidate pools will hit these limits.
  • No bulk/batch API endpoint for inserts or updates — large migrations rely on looping single-record API calls within daily rate limit windows.
  • Custom modules cannot be imported from external ATS; only standard modules (Users, Candidates, Clients, etc.) are in the supported migration list.
  • Attachments require a rigid folder hierarchy to re-associate with records, and any deviation in folder structure during extraction causes silent disassociation.

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 Jobylon and Zoho Recruit.

  • 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

    Jobylon: 100 requests per minute per organisation.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Jobylon to Zoho Recruit 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 Jobylon to Zoho Recruit data migrations

Answers to the questions buyers ask most during Jobylon to Zoho Recruit migration scoping. Not seeing yours? Book a call.

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Most migrations land between three and five weeks for organisations under 5,000 Applications, 500 Jobs, and a straightforward custom field schema. Migrations with complex per-company custom field schemas, dynamic custom fields requiring activation confirmation, large candidate databases (over 20,000 records), or multi-stage pipeline mappings requiring extensive stage-name reconciliation move to seven to ten weeks because of the discovery phase, webhook export pipeline construction, and Zoho Recruit schema configuration time.

Adjacent paths

Related migrations to explore

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