HRMS migration

Migrate from Scout Talent Software to Bullhorn ATS & CRM

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

Scout Talent Software logo

Scout Talent Software

Source

Bullhorn ATS & CRM

Destination

Bullhorn ATS & CRM logo

Compatibility

42%

5 of 12

objects map 1:1 between Scout Talent Software and Bullhorn ATS & CRM.

Complexity

BStandard

Timeline

4-6 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Scout Talent Software to Bullhorn is a platform shift from an in-house talent acquisition ATS to a staffing-agency-focused CRM and ATS. Scout Talent segments records behind an Entity permission model; Bullhorn uses a flat org structure with team-based visibility controls that require different access-layer planning. We extract data from Scout Talent through admin-level structured dumps (no public bulk API exists) and land it in Bullhorn using the REST and Bulk APIs with rate-limit handling. Custom screening questions, status taxonomies, and talent pool records require field-level mapping before landing in Bullhorn's equivalent objects. Bullhorn Automation replaces Scout Talent's built-in workflow triggers; we deliver a written inventory of active automations for admin rebuild rather than migrating them as code. Employer branding assets and template content export as packaged file sets for manual re-upload at the destination.

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

Scout Talent Software logo

Scout Talent Software

What's pushing teams away

  • Interview booking functionality is unreliable — the Outlook integration is poor and timezone handling produces inaccurate display of meeting times, forcing users to coordinate scheduling outside the platform.
  • Candidates and job postings manage poorly at scale, with navigation friction and missing bulk-action features that slow down high-volume recruitment teams.
  • The platform lacks several features found in comparable ATS platforms, prompting organisations with specialised needs to evaluate alternatives like Workable, Bullhorn, or Zoho Recruit.
  • Updates occasionally introduce bugs and access interruptions, a common complaint cited in the Scout Talent FAQ where they acknowledge maintenance affecting the entire system.

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 Scout Talent Software objects map to Bullhorn ATS & CRM

Each row shows how a Scout Talent Software 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.

Scout Talent Software

Candidate

maps to

Bullhorn ATS & CRM

Lead and Contact

1:many
Fully supported

Scout Talent Candidates map to Bullhorn Lead and Contact records based on hiring stage. Candidates with no associated Application or Talent Pool membership map to Bullhorn Lead. Candidates with an active Application, a Talent Pool membership, or a documented hiring stage of interview or beyond map to Bullhorn Contact. We preserve the Scout Talent candidate ID and any status tag as custom fields on both Lead and Contact for cross-reference and reconciliation.

Scout Talent Software

Vacancy

maps to

Bullhorn ATS & CRM

JobOrder and Opportunity

1:many
Fully supported

Scout Talent Vacancies map to Bullhorn JobOrder as the primary job listing record. Bullhorn JobOrder carries the vacancy title, description, status, assigned hiring manager (mapped to Bullhorn User), and opening date. Vacancy pipeline stages map to Bullhorn Opportunity pipeline stages (a separate object linked to JobOrder via a custom field). We preserve the vacancy ID and stage name across both records so that the customer's admin can reconstruct the original pipeline view in Bullhorn.

Scout Talent Software

Application

maps to

Bullhorn ATS & CRM

Application

1:1
Fully supported

Scout Talent Application records (Candidate applied to Vacancy) map directly to Bullhorn Application. The mapping includes application date, current stage, interview event references, and notes. Application-to-Candidate and Application-to-Vacancy lookups resolve by email match (Candidate) and job title match (Vacancy) during import. Interview booking records attached to applications are normalised from Scout Talent's known UTC-offset corruption before insert.

Scout Talent Software

Entity

maps to

Bullhorn ATS & CRM

Team and User Role

lossy
Fully supported

Scout Talent Entities are organisational segmentation layers that gate visibility to candidates, vacancies, and templates. Bullhorn has no native Entity equivalent; access is controlled via Team membership and User roles. We export the full entity hierarchy during scoping, then map entity assignments to Bullhorn Teams (created per Scout Talent Entity) and User Role permissions. Records hidden behind entity permissions in Scout Talent are only discoverable if the admin provides a cross-entity export; we flag this as a pre-migration access requirement.

Scout Talent Software

Talent Pool

maps to

Bullhorn ATS & CRM

Candidate (passive / archived)

1:1
Fully supported

Scout Talent Talent Pools are long-term candidate pipelines used for future roles. These map to Bullhorn Candidate records with a custom field pool_name__c carrying the original pool name and a status of passive or archived. We export the pool membership list and tagging data alongside the candidate record so that the customer's Bullhorn admin can recreate pools as Bullhorn Lists or through a tagging taxonomy.

Scout Talent Software

Screening Questions

maps to

Bullhorn ATS & CRM

Custom fields on JobSubmission

lossy
Mapping required

Scout Talent vacancy-specific screening questions have no standard schema and include free-text, multiple-choice, numeric rating, and file-upload formats. We export each question with its answer format and all responses as structured key-value pairs. Bullhorn JobSubmission supports custom fields for additional applicant data. Vacancies with more than 15 screening questions require manual custom field pre-creation at Bullhorn before automated import can proceed; we provide the pre-creation field spec as part of the migration deliverable.

Scout Talent Software

Hiring Manager / User

maps to

Bullhorn ATS & CRM

User

1:1
Fully supported

Scout Talent user records (name, email, role, entity permissions) map to Bullhorn User records. Role-based permission sets from Scout Talent map to Bullhorn role hierarchies and team assignments. Users without an active Bullhorn licence at migration time are imported as inactive Users with a custom field original_scout_id__c for reconciliation.

Scout Talent Software

Interview Event

maps to

Bullhorn ATS & CRM

Event

1:1
Fully supported

Scout Talent interview scheduling records include date, time, interviewer, and outcome notes. G2 reviews report that Scout Talent's Outlook calendar sync produces timezone corruption and offset errors on interview timestamps. We normalise all datetime values to UTC during extraction and flag records where the original timezone field is missing or flagged inconsistent, prompting the customer to verify critical interview dates post-migration. Bullhorn Event records carry StartDateTime, EndDateTime, and Location.

Scout Talent Software

Template

maps to

Bullhorn ATS & CRM

Template (re-creation required)

lossy
Fully supported

Email templates, form templates, and offer letter templates exist at both global and entity-scoped levels in Scout Talent. Bullhorn supports email templates and form templates within its CRM. We export template content and association metadata as structured files. Template re-creation is outside the automated migration scope; we deliver a template inventory document specifying the template name, type, content summary, and recommended Bullhorn replacement location (Bullhorn Email Tools, Salesforce Content, or a connected template tool).

Scout Talent Software

Attachment

maps to

Bullhorn ATS & CRM

ContentDocument and ContentDocumentLink

1:1
Fully supported

Resume files, cover letters, assessment documents, and offer letters export as binary blobs and attach to the corresponding Candidate or Application record. We map each attachment to a Bullhorn ContentDocument record linked via ContentDocumentLink to the parent Candidate, Contact, Lead, or JobSubmission. File type and original filename are preserved in ContentVersion metadata.

Scout Talent Software

Tag and Status

maps to

Bullhorn ATS & CRM

Custom picklist fields

lossy
Fully supported

Scout Talent status labels (contacted, interview booked, rejected, etc.) and tags are simple key-value taxonomy records. We export the full taxonomy and remap status names to Bullhorn's stage language. Tags that are used for candidate segmentation are mapped to custom multi-select picklist fields on the Candidate or Contact record. The customer selects the tag-to-picklist strategy during scoping.

Scout Talent Software

Employer Branding Asset

maps to

Bullhorn ATS & CRM

File package for manual re-upload

lossy
Fully supported

Scout Talent stores branded careers portal content, job ad imagery, and email template assets. We export these as packaged file sets. Bullhorn's branding assets live in its CRM content management layer and the Bullhorn Careers Portal configuration. We flag which assets require re-upload, provide a file inventory with original location metadata, and deliver a re-upload guide specifying the target location in Bullhorn's portal settings. This is not an automated migration step.

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.

Scout Talent Software logo

Scout Talent Software gotchas

High

No documented public bulk export API

Medium

Entities create permission-gated data silos

Medium

Interview booking records have known timezone corruption

Low

Custom screening question formats vary by vacancy

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

  • Scout Talent has no public bulk export API

    Scout Talent does not publicly expose a bulk export or REST API endpoint for programmatic data extraction. We work around this by requesting admin-level structured data dumps directly from Scout Talent support, or by using CSV exports from the admin panel. The customer must have admin access and Scout Talent support must fulfil the data export request before field mapping begins. If admin export access is restricted or Scout Talent support is slow to respond, migration timelines extend significantly. We always request a full schema export before beginning field mapping and flag any object that cannot be extracted in structured form as requiring manual pre-work or a partial skip.

  • Entity permissions gate data visibility across the migration

    Scout Talent Entities segment candidates, vacancies, and templates by organisational unit, with users only seeing records assigned to their entity. We must request visibility into all entity-scoped records across the customer's account during scoping. If a Scout Talent user account is restricted to a single entity and the admin does not provide a cross-entity export, records hidden behind entity permissions are missed. We build an entity-bypass export request list for each migration and require the customer to confirm all entities are represented in the source export before migration begins.

  • Bullhorn ATS Growth excludes API access

    Bullhorn enforces API fair use limits across all ATS editions except ATS Growth (formerly Team Edition), which does not include API access at all. If the destination Bullhorn account is on the ATS Growth edition, FlitStack AI cannot use the REST or Bulk API for ingestion. We confirm the Bullhorn edition during scoping and recommend upgrading to a supported edition (ATS Pro or higher) before migration begins. Bullhorn's published limits are 50 concurrent sessions, 100,000 total calls per month, and 1,500 requests per minute; we plan batch sizes around these constraints.

  • Interview event timestamps carry known timezone corruption

    Multiple G2 reviews document that Scout Talent's interview booking feature does not handle Outlook calendar sync or timezone display accurately, producing offset errors on event timestamps. We normalise all interview datetime values to UTC during extraction and flag records where the original timezone data is missing or flagged inconsistent in the source export. The customer must verify critical interview dates post-migration because offsets may have introduced silent data corruption that is not recoverable from Scout Talent. We document every flagged record in the migration validation report.

  • Screening question schemas are vacancy-specific and require pre-creation at Bullhorn

    Scout Talent screening questions are attached to individual vacancies with no shared schema across roles. Vacancies with 20 or more screening questions require manual custom field pre-creation at Bullhorn before automated import can proceed because each question's answer format must map to a specific Bullhorn custom field type (text, picklist, number, file). We provide a pre-creation field spec listing each question, its answer format, and the recommended Bullhorn field type. Without pre-creation, the automated import skips the screening question block and the data is held in a staging table for manual reconciliation.

Migration approach

Six steps for a successful Scout Talent Software to Bullhorn ATS & CRM data migration

  1. Scoping and data access negotiation

    We audit the source Scout Talent account for record volumes (Candidates, Vacancies, Applications, Talent Pools, Users, Templates, Interview Events), entity hierarchy, and screening question count per vacancy. Simultaneously, we confirm the Bullhorn edition, API access status, existing custom fields, and pipeline stage definitions. The customer must obtain an admin-level structured data export from Scout Talent support or the admin panel; we provide a data request specification listing every object and field required. If entity-scoped visibility restricts the export, we escalate to a cross-entity export request before proceeding.

  2. Schema design and field mapping

    We design the destination Bullhorn schema: Bullhorn Teams created to replicate the Scout Talent Entity hierarchy, custom fields pre-created on Candidate, Contact, Lead, JobOrder, and JobSubmission to carry Scout Talent properties (candidate ID, status tag, pool name, screening responses), and opportunity pipeline stages configured to match the original Scout Talent vacancy pipeline. We produce a written field mapping document that the customer reviews and approves before any automated import begins.

  3. Admin dump extraction and transformation

    We receive the admin-structured export from Scout Talent (CSV or structured JSON) and run a full data quality audit: entity permissions cross-checked against all records, timezone data audited on all interview events, screening questions catalogued by vacancy, and attachment files inventoried by associated record. We apply transformations including timezone normalisation to UTC on all datetime fields, entity-to-team mapping lookup tables, and the Lead-Contact split rule based on application status and talent pool membership.

  4. Sandbox migration and reconciliation

    We run a full migration into Bullhorn's sandbox environment (if available on the customer's edition) or a staging environment using representative data volumes. The customer reconciles record counts, spot-checks 25-50 candidate records against Scout Talent source data, and verifies that pipeline stages, screening questions, and attachment links are intact. Mapping corrections happen in the sandbox, not in production. If Bullhorn ATS Growth edition is in use, we flag the API access gap and recommend an edition upgrade before sandbox testing proceeds.

  5. Production migration in dependency order

    We run production migration in dependency order: Bullhorn Users (validated against Scout Talent users by email), Teams (from Scout Talent Entities), JobOrders (Vacancies), Candidates / Leads / Contacts (with Lead-Contact split applied), Applications, JobSubmissions with custom screening fields, Interview Events (timezone-normalised), Talent Pools as passive Candidates, and Attachments via ContentDocument / ContentDocumentLink. Bullhorn Bulk API with chunking and exponential backoff handles high-volume phases. Each phase emits a row-count reconciliation report before the next phase begins.

  6. Cutover, validation, and template handoff

    We freeze Scout Talent writes 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 the template inventory document (email templates, form templates, offer letter templates with original content and recommended Bullhorn replacement locations), the automation inventory (Scout Talent workflow triggers documented with recommended Bullhorn Automation equivalents), and the employer branding asset package with re-upload guide. We support a one-week hypercare window for reconciliation issues. Workflow rebuild, automation configuration, and template re-creation are outside the automated migration scope.

Platform deep dives

Context on both ends of the pair

Scout Talent Software logo

Scout Talent Software

Source

Strengths

  • Purpose-built ATS and recruitment CRM designed specifically for in-house teams, not staffing agencies or HRIS suites.
  • AI-assisted candidate screening and summary generation that reduces manual review time for recruiters.
  • Modular platform with separate :Recruit, :Onboard, and mobile app components that integrate with job boards and calendar tools.
  • Employer branding specialists included to customise careers portals and application forms as part of the service.
  • Flat-fee pricing model offering cost predictability independent of salary or hire volume.

Weaknesses

  • Interview scheduling and Outlook calendar integration is unreliable, with reported timezone and booking-sync issues.
  • Limited public API documentation and no confirmed bulk export endpoints, complicating automated data migration.
  • Lacks depth in some areas compared to broader ATS competitors, particularly around advanced analytics and third-party integrations.
  • System updates can interrupt access and introduce bugs affecting the entire platform simultaneously.
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 Scout Talent Software and Bullhorn ATS & CRM.

B

Overall complexity

Standard migration

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

  • Object compatibility

    A

    All 7 core objects map 1:1 between Scout Talent Software 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

    Scout Talent Software: Not publicly documented..

  • Data volume sensitivity

    B

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

Estimator

Estimate your Scout Talent Software 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 Scout Talent Software to Bullhorn ATS & CRM data migrations

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

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Most migrations land between four and six weeks for accounts under 10,000 Candidates, 200 Vacancies, and straightforward screening question schemas. Migrations with high-volume talent pools (over 50,000 passive candidate records), extensive screening question sets (15+ questions across 20+ vacancies), multi-entity accounts requiring cross-entity export coordination, or large interview event histories move to eight to fourteen weeks because of the admin-dump coordination process, timezone normalisation work, and Bullhorn Bulk API chunking on high-volume phases.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Scout Talent Software.
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