HRMS migration

Migrate from Jobsoid to Bullhorn ATS & CRM

Field-level mapping, validation, and rollback between Jobsoid and Bullhorn ATS & CRM. We move data and schema; workflows are rebuilt natively in Bullhorn ATS & CRM.

Jobsoid logo

Jobsoid

Source

Bullhorn ATS & CRM

Destination

Bullhorn ATS & CRM logo

Compatibility

77%

10 of 13

objects map 1:1 between Jobsoid and Bullhorn ATS & CRM.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Jobsoid to Bullhorn is a migration from a self-serve ATS with per-user pricing and a free entry tier, into a staffing-industry CRM with agency-grade pipeline reporting, configurable sales processes, and a REST API that covers all standard objects including Candidates. The structural differences that matter most during migration are: Jobsoid has no public Candidates write API, so all candidate records route through Jobsoid's native CSV export and Bullhorn's Bulk API rather than a source-platform push; Jobsoid's fully custom pipeline stage names require a normalization table before import because Bullhorn uses configurable stage picklists tied to Record Types; Jobsoid's multi-job candidate assignment maps to Bullhorn's JobSubmission object, with the primary job flag carried as a custom field; and activity history embedded in candidate profiles must be extracted as a separate transform before loading into Bullhorn's Task and Event objects. We do not migrate Jobsoid Workflows or Custom Workflows as code. We deliver a written inventory of every active workflow and custom pipeline configuration for the customer's admin to rebuild in Bullhorn.

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

Jobsoid logo

Jobsoid

What's pushing teams away

  • Reporting and analytics are considered weak compared to competitors, with users noting it lags behind tools like BambooHR for data-driven hiring insights.
  • Pricing increases at higher tiers, making Jobsoid less cost-competitive against lower-priced alternatives like JuggleHire at $19/month.
  • Platform evolution announcements create uncertainty about future direction, prompting teams to evaluate alternative ATS platforms for long-term stability.
  • Limited advanced features for large-scale recruiting agencies managing high-volume pipelines across multiple clients simultaneously.

Choosing

Bullhorn ATS & CRM logo

Bullhorn ATS & CRM

What's pulling them in

  • Agencies choose Bullhorn because it combines ATS and CRM in one platform, eliminating the need to switch between separate tools for candidate management and client relationship tracking.
  • The resume parser extracts contact details, work history, and skills into structured, searchable candidate profiles automatically without manual data entry, reportedly driving 24% more placements per recruiter.
  • Bullhorn's placement and split-billing model natively supports contract staffing workflows, handling start/end dates, overtime rules, and multi-party pay/charge rates in a single record.
  • The platform offers extensive third-party integrations through its Recruitment Cloud Marketplace, connecting with back-office, onboarding, and payroll systems used by staffing agencies.
  • 72% of Bullhorn customers are teams with fewer than 10 users, and Bullhorn's implementation team handles setup and data migration for small agencies going live within weeks.

Object mapping

How Jobsoid objects map to Bullhorn ATS & CRM

Each row shows how a Jobsoid 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.

Jobsoid

Candidate

maps to

Bullhorn ATS & CRM

Candidate

1:1
Fully supported

Jobsoid Candidate records map directly to Bullhorn Candidate. The primary challenge is that Jobsoid has no Candidates write API: we export candidates via Jobsoid's native CSV or Excel export, parse all fields (name, email, phone, address, custom fields, skills, source attribution), then push into Bullhorn via the Bullhorn REST API. Jobsoid's multi-job assignment (one candidate assigned to multiple jobs with a designated primary) maps via JobSubmission records linking each Candidate-Bullhorn to the corresponding JobOrder-Bullhorn. We carry the primary job flag as a custom Candidate field candidate_primary_job_id__c and create JobSubmission records in dependency order (Candidates first, then JobOrders, then JobSubmissions).

Jobsoid

Job (Job Opening)

maps to

Bullhorn ATS & CRM

JobOrder

1:1
Fully supported

Jobsoid Job records map to Bullhorn JobOrder. We extract title, description, status (open/closed/draft), employment type, and pay rate fields. Jobsoid's Job API exposes published jobs and job details; we map the source status to Bullhorn's jobStatus field (Open, Closed, Deleted, Draft, OnHold). The source job's linked Location and Department assignments carry over as JobOrder address and businessSectorLookupId references. JobOrder title and description transfer as-is; HTML-formatted descriptions are cleaned and re-rendered in Bullhorn's rich text fields.

Jobsoid

Location

maps to

Bullhorn ATS & CRM

Location (lookup)

1:1
Fully supported

Jobsoid Locations map to Bullhorn Location records. Jobsoid auto-resolves addresses via Google Maps; we preserve the full address string and geocoordinates where present. Bullhorn Location is a standard lookup entity used by JobOrder for placement and interview scheduling. We migrate all Locations before JobOrder import so that the LocationId reference is satisfied on insert.

Jobsoid

Department

maps to

Bullhorn ATS & CRM

BusinessSector or Division

lossy
Fully supported

Jobsoid Departments are organizational lookup values that categorize jobs and candidates. Bullhorn does not have a direct Department equivalent; we map departments to Bullhorn's BusinessSector lookup or, if the customer's Bullhorn org uses Divisions, to the corresponding Division. The customer chooses the strategy during scoping. We preserve the full department list and reassign affected JobOrders post-migration if the mapping requires adjustment.

Jobsoid

Division

maps to

Bullhorn ATS & CRM

Division

1:1
Fully supported

Jobsoid Divisions represent top-level organizational units and map to Bullhorn Division records if the customer's Bullhorn edition includes division-level security. We migrate Division records first so that Department assignments can reference them. If Bullhorn Division is not enabled in the customer's tier, we map Division to a custom picklist field on JobOrder.

Jobsoid

Function

maps to

Bullhorn ATS & CRM

Category

1:1
Fully supported

Jobsoid Functions categorize job types (e.g., Engineering, Sales, Operations) and map to Bullhorn Category. Jobsoid exposes Functions as lookup values; we carry them as Category records and link them to JobOrder via the categoryID reference. If a Jobsoid Function does not have a matching Bullhorn Category, we create the category during migration before JobOrder import.

Jobsoid

Candidate Source

maps to

Bullhorn ATS & CRM

Candidate source field

1:1
Fully supported

Jobsoid tracks candidate source (job board, referral, direct application, etc.) as a field on the Candidate record. Source values migrate to Bullhorn Candidate's source field or to a custom source picklist. We map source values field-to-field but flag any unrecognized source labels that require a new picklist value in Bullhorn. If the customer uses custom source taxonomy in Jobsoid, we create the corresponding picklist values in Bullhorn before migration.

Jobsoid

Activity (interviews, emails, notes)

maps to

Bullhorn ATS & CRM

Task and Event

1:many
Fully supported

Jobsoid surfaces interviews, emails, and notes as an activity block within each candidate profile, but activities are not a standalone API resource. We extract activity text from candidate profile CSV or Excel exports, reconstruct a best-effort timestamped timeline per candidate, then push into Bullhorn as Task records (calls, emails, general tasks) and Event records (interview schedules). Interview date, time, location, interviewer name, and outcome notes transfer as separate fields on the Event. We flag this as a best-effort migration: the richer the source export, the more complete the Bullhorn activity timeline.

Jobsoid

Pipeline (Recruitment Stages)

maps to

Bullhorn ATS & CRM

JobOrder Status or Record Type

lossy
Fully supported

Jobsoid's pipelines are fully customizable with per-account stage names and counts. Bullhorn uses configurable status picklists tied to Record Types and Sales Processes. We normalize the source pipeline stages into a Bullhorn Record Type with a corresponding Sales Process that whitelists the relevant stage values. If the destination Bullhorn org has fewer stages than the source, we consolidate by mapping multiple source stages to a single destination stage; the customer approves the consolidation table during scoping. Stage probability percentages migrate to Bullhorn StageProbability values rounded to the nearest integer.

Jobsoid

Custom Candidate Fields

maps to

Bullhorn ATS & CRM

Candidate custom fields

1:1
Mapping required

Jobsoid allows custom fields on candidate records; Bullhorn supports custom fields natively on Candidate. We map custom field values field-to-field where field names and data types match. Text fields map to Bullhorn text fields, date fields to date fields, and picklist fields to Bullhorn picklists. If a Jobsoid custom field has no Bullhorn equivalent, we create a matching custom field on the Candidate object before migration. Custom object types (entities rather than fields) require Bullhorn support ticket setup per the Bullhorn Custom Object documentation and are scoped separately.

Jobsoid

Attachment / Resume

maps to

Bullhorn ATS & CRM

ContentDocument

1:1
Fully supported

Candidate profiles in Jobsoid include uploaded resumes and attachments. We relocate binary attachments separately from record data. Each attachment is downloaded from Jobsoid (via authenticated session for file retrieval), stored with a UUID referencing the source candidate ID, then uploaded to Bullhorn as a ContentDocument linked via ContentDocumentLink to the target Candidate record. Resume files are linked to the Candidate's primary resume field where Bullhorn exposes it. Attachment types, file names, and upload dates are preserved in the ContentVersion metadata.

Jobsoid

Interview Schedule

maps to

Bullhorn ATS & CRM

Event + EventRelation

1:1
Fully supported

Jobsoid integrates with email and calendar for interview scheduling; interview records appear as activities on the candidate profile. We migrate interview dates, times, locations, interviewer names, and interview type as Bullhorn Event records linked to the Candidate via EventRelation. Calendar invites and Zoom/Teams join links are not transferable across platforms and are flagged for the customer's admin to resend from Bullhorn after migration. We carry the original interview notes in the Event description field.

Jobsoid

Owner (Recruiter)

maps to

Bullhorn ATS & CRM

User

1:1
Fully supported

Jobsoid Owner records map to Bullhorn User. We match by email address. Any Jobsoid Owner without a matching Bullhorn User is held in a reconciliation queue for the customer's Bullhorn admin to provision before record import resumes. Inactive Jobsoid owners map to inactive Bullhorn users to preserve assignment history without generating live notifications.

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.

Jobsoid logo

Jobsoid gotchas

High

No public Candidates API endpoint for write operations

Medium

Pipeline stage names and count vary per account

Medium

Activity history granularity is not independently exportable

Low

Unlimited storage refers to file count, not retention policy

Bullhorn ATS & CRM logo

Bullhorn ATS & CRM gotchas

High

ATS Growth edition has no API access

High

Attachments excluded from CSV bulk exports

Medium

Custom Object limits vary sharply by edition

Medium

Opportunity pipeline stages are recruitment-specific

Low

Resume parse quality varies by document format

Pair-specific challenges

  • Jobsoid has no public Candidates write API

    Jobsoid's REST API exposes only Jobs and Lookup endpoints (locations, departments, divisions, functions). There is no documented /candidates endpoint for creating or updating candidate records programmatically. We work around this by exporting Jobsoid candidate data through the native CSV or Excel export, parsing the full record set including custom fields and embedded activity history, then pushing into Bullhorn via the Bullhorn REST API. This introduces a manual export step and a batch window during which new candidates added to Jobsoid after export require a delta export. Teams with high candidate velocity during migration should plan for a delta export window of 24-48 hours at cutover.

  • Pipeline stage normalization requires a mapping table

    Jobsoid allows fully custom pipeline stage names and stage counts per organization or per job, with no standard stage set. Bullhorn uses configurable stage picklists tied to Record Types and Sales Processes. We cannot map pipeline stages without a defined consolidation table: if the source has seven stages and the Bullhorn org supports four, we must decide which source stages collapse together. We surface this decision to the customer during scoping and apply the agreed mapping before import. Pipelines where the destination has fewer stages are the most common reason for mapping disputes during migration.

  • Activity history requires extraction from candidate exports

    Jobsoid's candidate activities (interview events, emails, notes) are embedded in the candidate profile UI and activity section but are not exposed as a standalone API resource or exportable as independent rows. We extract activity text from the activity block embedded in candidate CSV or Excel exports. If the customer's Jobsoid export does not include a structured activity timeline, we reconstruct a best-effort sequence from the activity block text and assign approximate timestamps. We recommend exporting candidate profiles as PDFs to capture the full activity history in its rendered form before migration; PDF content is stored as a ContentDocument attachment on the Bullhorn Candidate record.

  • Bullhorn custom objects require support ticket setup

    Bullhorn Custom Objects (customObject1s through customObject10s per entity) are not self-service: they must be configured by Bullhorn Support via a Custom Object Setup Spreadsheet submitted as a support ticket. The Bullhorn Knowledge Base specifies field display names, descriptions, edit types, and picklist values per field; Bullhorn Support creates the custom object schema on the customer's behalf. If the customer's Jobsoid migration includes custom object types that have no standard Bullhorn field equivalent, we scope the Bullhorn custom object setup as a pre-migration step and do not begin data migration until the custom object schema is confirmed live.

  • Multi-job candidate assignment maps through JobSubmission

    Jobsoid natively supports assigning one candidate to multiple jobs with a designated primary job. Bullhorn does not have a direct equivalent: the JobSubmission object links a Candidate to a JobOrder, but there is no native primary flag. We handle this by creating a JobSubmission record for each candidate-job assignment and carrying the primary job reference in a custom Candidate field (candidate_primary_job_id__c). The customer should review this field post-migration to confirm that primary assignments are accurate, as the Jobsoid primary flag is not a standard Bullhorn field and requires manual validation against the source.

Migration approach

Six steps for a successful Jobsoid to Bullhorn ATS & CRM data migration

  1. Discovery and data audit

    We audit the source Jobsoid account across objects: candidate count, job count, location list, department list, division list, function list, pipeline stage names and counts per pipeline, custom field definitions on Candidate and Job, attachment volume and file type distribution, and owner count. We extract a sample of 25-50 candidate records to validate export field completeness. We identify the primary migration risk: the absence of a Candidates write API means we are working from a point-in-time CSV export, so we establish a delta export plan for any records added between initial export and cutover. We also request PDF exports of candidate profiles to capture activity history in rendered form.

  2. Schema design and Bullhorn custom object setup

    We design the destination Bullhorn schema. This includes creating any missing Locations, Divisions, Categories, and picklist values referenced in the Jobsoid data; designing the pipeline stage consolidation table (if the destination has fewer stages than the source); and confirming whether any Jobsoid custom objects require Bullhorn Custom Object setup via support ticket. If Bullhorn Custom Objects are needed, we submit the Custom Object Setup Spreadsheet to Bullhorn Support and wait for confirmation before proceeding. We deploy the schema to a Bullhorn Sandbox org first for validation and mapping sign-off by the customer's Bullhorn admin.

  3. Sandbox migration and reconciliation

    We run a full migration into a Bullhorn Sandbox using the exported Jobsoid data. The customer reconciles record counts (Candidates in, Jobs in, Activities in), spot-checks 25-50 randomly selected records against the source Jobsoid export, and validates that pipeline stage mapping, owner assignment, and attachment linking are correct. We correct any mapping errors identified during sandbox reconciliation before production migration begins. Sandbox sign-off is required before we proceed to production.

  4. Owner reconciliation and User provisioning

    We extract every distinct Jobsoid Owner referenced on Candidate, Job, and Activity records and match by email against the Bullhorn destination org's User table. Any Jobsoid Owner without a matching Bullhorn User is held in a reconciliation queue. The customer's Bullhorn admin provisions any missing Users (active or inactive depending on whether the original Jobsoid owner is still with the firm) before migration resumes. Bullhorn User provisioning is a manual step that cannot be automated from Jobsoid data.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Locations and Divisions (lookup dependencies), Functions and Departments (categorization lookups), JobOrders (with LocationId and BusinessSectorLookupId resolved), Candidates (with primary job reference captured in candidate_primary_job_id__c), JobSubmissions (linking each Candidate to each JobOrder, with primary flagged), Task and Event records for activity history (via Bullhorn REST API with batch chunking), and ContentDocument records for resumes and attachments (linked via ContentDocumentLink to Candidate). Each phase emits a row-count reconciliation report before the next phase begins. Any records rejected by Bullhorn validation rules are flagged, corrected, and retried in a remediation pass.

  6. Cutover, delta migration, and workflow handoff

    We freeze Jobsoid writes during cutover, run a final delta migration of any candidates, jobs, or activities added between the initial export and cutover date, then enable Bullhorn as the system of record. We deliver the Jobsoid Workflow and Custom Workflow inventory document to the customer's Bullhorn admin. We support a one-week hypercare window where we resolve any reconciliation issues raised by the recruiting team. We do not rebuild Jobsoid Workflows or Custom Workflows as Bullhorn workflows inside the migration scope; that work is documented as a separate rebuild task for the customer's admin or a Bullhorn implementation partner.

Platform deep dives

Context on both ends of the pair

Jobsoid logo

Jobsoid

Source

Strengths

  • Free starter plan covers the basics for single-recruiter hiring with no per-candidate storage limits.
  • CSV and Excel bulk import directly into candidate records works without API access for initial data loads.
  • Multi-job candidate assignment lets one candidate apply to several open roles with a designated primary position.
  • Integrated email and calendar scheduling reduces context-switching between the ATS and external communication tools.
  • 24/7 geo-redundant daily backups with 60-day retention provide reasonable disaster recovery for recruitment data.

Weaknesses

  • No public Candidates write API means bulk imports must go through the browser-based CSV import wizard, not programmatic pushes.
  • Reporting module is repeatedly flagged as underpowered for teams that need advanced hiring funnel analytics.
  • Rate limits and API quotas are not publicly documented, creating uncertainty for integrations and data exports.
  • Limited customization for enterprise-scale organizations with complex multi-department or multi-brand hiring structures.
Bullhorn ATS & CRM logo

Bullhorn ATS & CRM

Destination

Strengths

  • Unified ATS and CRM on one platform purpose-built for staffing agencies, eliminating separate tools for candidates and clients.
  • Automated resume parsing extracts structured candidate data—contact details, work history, skills—into searchable profiles instantly.
  • Native placement and split-billing model handles contract staffing workflows including start/end dates and overtime rules.
  • Bullhorn Recruitment Cloud Marketplace offers 100+ pre-validated third-party integrations spanning the full recruiting lifecycle.
  • 24/7 global support coverage from 350+ support staff with dedicated account management included at all tiers.

Weaknesses

  • Widely regarded as old and bloated with an unintuitive interface and steep learning curve for new recruiters.
  • Slow page loads and performance lag cited in over 200 verified G2 reviews during high-volume recruiting periods.
  • Pricing is opaque—custom-negotiated per organization with significant upfront implementation fees that vary by deal.
  • ATS Growth edition excludes API access entirely, preventing automated data export without upgrading first.

Complexity grading

How hard is this migration?

Standard HRMS migration. All 7 core objects map 1:1 between Jobsoid and Bullhorn ATS & CRM.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Jobsoid and Bullhorn ATS & CRM.

  • Object compatibility

    A

    All 7 core objects map 1:1 between Jobsoid and Bullhorn ATS & CRM.

  • 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

    Jobsoid: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Jobsoid to Bullhorn ATS & CRM 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 Jobsoid to Bullhorn ATS & CRM data migrations

Answers to the questions buyers ask most during Jobsoid to Bullhorn ATS & CRM migration scoping. Not seeing yours? Book a call.

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Most migrations land between two and four weeks for accounts under 10,000 candidates and 500 jobs with a straightforward stage mapping. Migrations with custom object schemas requiring Bullhorn Support ticket setup, large multi-job candidate assignment histories, activity timelines exceeding 200,000 records, or custom pipeline stage consolidation move to eight to twelve weeks because of the Bullhorn custom object provisioning window, sandbox reconciliation, and stage mapping approval process.

Adjacent paths

Related migrations to explore

Ready when you are

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