HRMS migration

Migrate from Recruitly to BambooHR

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

Recruitly logo

Recruitly

Source

BambooHR

Destination

BambooHR logo

Compatibility

67%

8 of 12

objects map 1:1 between Recruitly and BambooHR.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Recruitly to BambooHR is a category migration, not a like-for-like copy. Recruitly is a recruiting CRM and ATS built for staffing agencies, with data structures organized around Candidates, Placements, and outreach campaigns. BambooHR is an HRIS designed for internal HR teams managing Employees, Applicants, onboarding, PTO, and payroll. The schema transition requires mapping candidate records to BambooHR Employee records, collapsing placement and pipeline data into employee metadata or custom fields, and re-evaluating which outreach history is worth preserving. We handle the object-level mapping, flag the structural mismatches (Pipelines, Invoicing, Outreach Campaigns) that BambooHR cannot receive natively, and deliver a written inventory of those records for the customer's admin to address post-migration. Workflows, automations, and sequences do not migrate; we document them for admin rebuild.

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

Recruitly logo

Recruitly

What's pushing teams away

  • Agencies with complex multi-brand or matrix organisational structures find Recruitly's hierarchy and approval workflows less flexible than enterprise alternatives like Bullhorn or Salesforce.
  • Users migrating from full-featured ATS platforms report that Recruitly's reporting and analytics dashboards lack the depth needed for executive-level recruitment reporting.
  • The platform's focus on small-to-mid-size agencies means enterprise-grade compliance features (government contracts, healthcare regulations) require custom configuration or the top Enterprise tier.
  • Some users cite difficulty getting granular automation rules to behave as expected without significant configuration effort, especially for multi-step candidate nurture sequences.

Choosing

BambooHR logo

BambooHR

What's pulling them in

  • Lowest friction entry point for SMBs moving off spreadsheets — intuitive interface means most teams are functional within days, not weeks.
  • Consolidation value: BambooHR merges ATS, onboarding, HR records, time-off, and payroll into a single pane of glass that employees never need to leave.
  • Volume discounts applied automatically by headcount, so pricing scales predictably as the company grows without renewal negotiations.
  • BambooHR reports most customers go live in four to six weeks, making it a realistic commitment for under-resourced HR teams.
  • Award-winning Support Heroes cited frequently in reviews — responsive human support after implementation is a differentiator.

Object mapping

How Recruitly objects map to BambooHR

Each row shows how a Recruitly object lands in BambooHR, including any object-level transformations, lookup resolution, or schema-design dependencies.

Typical mapping — final map is confirmed during the sample migration step.

Recruitly

Candidate

maps to

BambooHR

Employee

1:1
Fully supported

Recruitly Candidate records map to BambooHR Employee records. The candidate's name, email, phone, address, and employment history fields map to the corresponding BambooHR employee fields (firstName, lastName, workEmail, workPhone, dateOfBirth, hireDate). Recruitly's candidate source, skills, and experience fields migrate as custom Employee fields in BambooHR since the standard BambooHR schema covers employment basics but not recruitment-specific attributes. We extract the full column list from Recruitly's candidate module during discovery to identify every custom field that requires a corresponding BambooHR custom property.

Recruitly

Candidate

maps to

BambooHR

Applicant

1:many
Fully supported

For Recruitly Candidates who are in active pipeline stages and represent future hires, we create BambooHR Applicant records in addition to Employee records. The Applicant record captures the job applied to, application date, source, and stage status from Recruitly. BambooHR's Applicant Tracking module handles inbound applicants and job applications but does not support the full pipeline stage model that Recruitly uses, so stage information is stored as a custom field on the Applicant record. Active pipeline positions that are expected to result in hires get Applicant records; historical candidates who will not be re-hired get Employee records only.

Recruitly

Contact

maps to

BambooHR

Employee or Emergency Contact

1:1
Fully supported

Recruitly Contacts are client-side records managed in the Sales module (company contacts, client stakeholders). These do not have a native BambooHR equivalent because BambooHR is employee-centric. We map Recruitly Contacts who are also employees in the system to Employee records with a clientContact flag custom field. Recruitly Contacts who are not employees are exported as a standalone CSV inventory delivered alongside the migration for the customer to import into a CRM or contact management tool outside BambooHR.

Recruitly

Company

maps to

BambooHR

Organization

1:1
Fully supported

Recruitly Company records map to BambooHR Organization entries in the Employee directory. The organization's name, address, phone, and industry map to BambooHR's org-level fields. Recruitly's custom Company columns (from Sales Analytics, Recruiting Analytics, Billing, or General field groups) require explicit extraction during discovery and are mapped to BambooHR custom fields on the Organization record. BambooHR does not have a standalone Company module separate from the employee directory, so multi-company organizations with no shared employees need a separate tracking mechanism documented for the customer.

Recruitly

Job

maps to

BambooHR

Job

1:1
Fully supported

Recruitly Job postings map to BambooHR Job records. The job title, description, location, department, employment status, and open date migrate directly. Recruitly job board distribution settings and job status (open, closed, draft) map to BambooHR job status and posting destination fields. Recruitly Jobs linked to specific Companies map to the corresponding BambooHR Organization. Recruitly's Jobs tier limits (5 Free, 25 Solo, unlimited Professional) are validated during scoping to confirm the target plan accommodates the migration volume.

Recruitly

Placement

maps to

BambooHR

Employee Custom Fields

lossy
Fully supported

Recruitly Placements track the full hire-to-onboarding lifecycle including offer details, start date, guarantee period, commission, and billing rate. BambooHR has no native placement object, so we decompose placement data into Employee custom fields: placement_start_date, guarantee_period_months, billing_rate, commission_rate, and client_name. Placement-to-invoice linkage from Recruitly cannot be preserved in BambooHR because BambooHR does not have invoicing or accounts receivable features; we export placement-invoice linkage as a CSV inventory for the customer's finance team.

Recruitly

Pipeline

maps to

BambooHR

Employee Custom Field

lossy
Fully supported

Recruitly Pipeline stage names and candidate order within stages cannot map to a native BambooHR structure. BambooHR Applicant Tracking uses a simplified stage model (Applied, Screening, Interview, Offer, Hired, Rejected) that does not support the multi-stage pipeline configurations that Recruitly uses. We map the most recent Recruitly pipeline stage to a custom Applicant field (recruitly_pipeline_stage__c) and store the pipeline name as applicant metadata. Customers requiring the full pipeline history receive a written inventory of stage transitions for manual reconciliation.

Recruitly

Activity

maps to

BambooHR

Employee Note

1:1
Fully supported

Recruitly Activity logs (calls, emails, meetings, tasks) attached to Candidates map to BambooHR Employee Notes. The activity type, date, subject, and body content migrate as Note records linked to the corresponding Employee. Activity timestamps are preserved. Recruitly's engagement metrics (email opens, click counts, call duration) migrate as custom Note metadata fields since BambooHR Notes support rich text but not native engagement tracking. Large activity volumes (over 100,000 records) are chunked and loaded via BambooHR's API with rate-limit handling.

Recruitly

Custom Field

maps to

BambooHR

Custom Field

lossy
Fully supported

Recruitly custom fields across Candidates, Contacts, Companies, and Jobs migrate to BambooHR custom Employee fields or Applicant fields depending on the parent object. BambooHR supports custom fields on Employee, Applicant, and Job records. We extract the full custom field schema from Recruitly during discovery, validate the field types against BambooHR's supported types (text, number, date, dropdown, checkbox, multiple-select), and flag any Recruitly field types that require conversion or approximation at the destination. Custom fields on Company records that have no Employee parent are stored as Organization-level custom properties in BambooHR.

Recruitly

Attachment

maps to

BambooHR

File Attachment

1:1
Fully supported

Recruitly attachments (CVs, cover letters, certifications, contracts) attached to Candidates and Jobs migrate as File Attachments on the corresponding BambooHR Employee or Applicant record. We export attachments via Recruitly's Export Data module (requires Export Data privilege) and upload them to BambooHR via the BambooHR API or file upload interface. PDF, DOC, DOCX, and image formats are supported. BambooHR file attachments are linked to the employee record and visible in the Documents tab. Resume files are associated with the Employee's application history. Document conversion is handled for non-standard formats.

Recruitly

User

maps to

BambooHR

User

1:1
Fully supported

Recruitly User records and Owner assignments on Candidates, Jobs, and Placements map to BambooHR User accounts. We resolve Recruitly Owner email addresses against BambooHR User accounts during migration. Any Recruitly Owner without a matching BambooHR User goes to a reconciliation queue for the customer's admin to provision before record import resumes. Active and inactive user status is preserved. BambooHR's permission model (Employee, Administrator, Manager) maps from Recruitly's role assignments.

Recruitly

Outreach Campaign

maps to

BambooHR

No equivalent

1:1
Fully supported

Recruitly Outreach Campaigns with templates, recipient lists, send history, and engagement metrics have no direct BambooHR equivalent. BambooHR Applicant Tracking does not include sales engagement or email cadence features. We export outreach campaign metadata (campaign name, template subject, send date, recipient count, open rate, click rate) as a CSV inventory delivered alongside the migration. The customer's admin uses this inventory to rebuild cadence sequences in a dedicated sales engagement tool (Salesloft, Outreach, or a similar platform) or to document campaign history for reporting purposes.

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.

Recruitly logo

Recruitly gotchas

High

Tier-based record limits are migration-critical

High

API rate limits restrict bulk migration throughput

Medium

Export Data privilege gates all bulk exports

Medium

Delta migration window is a tight Friday–weekend cutover

Low

Companies module columns require explicit field mapping

BambooHR logo

BambooHR gotchas

High

Undocumented API rate limits can trigger 503 errors

High

Per-employee pricing model requires active record count verification

Medium

API credentials must be sent on every request to avoid extra round trips

Medium

Custom field schema varies per account and requires manual inventory

Low

Document and attachment exports are not covered by standard report exports

Pair-specific challenges

  • ATS-to-HRIS schema transition requires structural decisions upfront

    Recruitly organizes data around Candidates and Placements; BambooHR organizes data around Employees and Applicants. A candidate record in Recruitly can simultaneously represent an outreach target, a job applicant, and a placed consultant. BambooHR splits these into separate constructs (Applicant for hiring, Employee for post-hire). We resolve this during scoping by classifying each Recruitly record by its lifecycle stage and routing it to the appropriate BambooHR object. Records that span both states (active candidate and current employee) receive both an Applicant and an Employee record with a linking custom field. Skipping this design step results in either lost historical context or duplicate records in BambooHR.

  • Recruitly API rate limits constrain bulk export throughput

    Recruitly's API is rate-limited to 100 calls per day on the Free plan and 1,000 calls per day on Solo. Professional and Enterprise tiers have higher limits but they are not publicly documented. For migrations exceeding these limits, we use Recruitly's Export Data module which bypasses the API quota for bulk exports. We confirm the customer's current plan tier during kickoff, estimate total export volume, and select the fastest export path. Migrations on Free or Solo plans without Export Data privilege (a separate permission) require elevated access before the export phase begins.

  • BambooHR has no native placement or invoicing data model

    Staffing agencies migrating from Recruitly lose the placement lifecycle tracking (guarantee periods, billing rates, commission calculations, trust account entries) because BambooHR does not have these concepts. We decompose placement metadata into Employee custom fields and export placement-invoice linkage as a CSV, but BambooHR cannot replicate the placement management workflows that Recruitly provides. Customers relying on placement billing should evaluate whether BambooHR's absence of recruitment invoicing is acceptable before committing to migration, or plan to maintain a separate billing system alongside BambooHR.

  • BambooHR ATS is a thin layer not a full recruiting platform

    BambooHR's Applicant Tracking module handles inbound job applications and careers page postings but does not support the candidate sourcing, outreach, pipeline stage automation, or talent CRM features that Recruitly provides. Capterra and RecruitBPM comparisons confirm that BambooHR ATS is designed for companies receiving applications rather than recruiters actively sourcing candidates. Teams using Recruitly for proactive candidate sourcing and client relationship management will find BambooHR's ATS insufficient for those workflows post-migration. We flag this gap in the discovery report and note which Recruitly workflows require replacement tools.

  • Export Data privilege gates all bulk exports from Recruitly

    Recruitly requires the Export Data privilege to export Candidates, Contacts, and other records from the list view and Export Data module. Users without this privilege cannot initiate exports. We confirm privilege assignment with the customer's admin during migration kickoff and request elevated access before the export phase begins. If the admin account lacks Export Data privilege, we guide them through granting it to the migration service account.

Migration approach

Six steps for a successful Recruitly to BambooHR data migration

  1. Discovery and lifecycle classification

    We audit the source Recruitly account across plan tier (Free, Solo, Professional, Enterprise), record counts per object (Candidates, Contacts, Companies, Jobs, Placements, Pipelines), custom field definitions, attachment volumes, and active outreach campaigns. We pair this with a BambooHR destination audit to confirm the target plan tier, existing custom field definitions, and API access. The discovery output is a written migration scope that classifies every Recruitly record by its lifecycle state (active candidate, placed consultant, former employee, client contact) and routes each object type to its BambooHR destination object or exclusion inventory.

  2. Schema design and field mapping specification

    We design the BambooHR destination schema before any data moves. This includes creating custom Employee fields (placement metadata, Recruitly source fields), custom Applicant fields (Recruitly pipeline stage, candidate source), and Organization-level custom properties for Company data. We map Recruitly custom field types to BambooHR field types (text, number, date, dropdown, checkbox, multiple-select) and flag any conversions required. The schema design is deployed into a BambooHR sandbox or staging environment for validation before production migration begins.

  3. Export with privilege and rate-limit handling

    We extract data from Recruitly using the Export Data module for bulk exports or the API for targeted record fetches, selecting the method based on the customer's plan tier and API quota. We confirm the Export Data privilege is assigned to the migration service account before extraction. Records are exported in dependency order: Companies (first, for Organization resolution), Jobs, Candidates (with pipeline stage), Placements (with placement metadata), Activities, and Attachments. Each export phase emits a row-count reconciliation report.

  4. Sandbox migration and reconciliation

    We run a full migration into the customer's BambooHR environment using a subset of records to validate the schema and field mapping. The customer's HR lead spot-checks migrated employee records against the Recruitly source, confirms that custom fields are populated correctly, verifies attachment visibility, and signs off before the production migration proceeds. Any mapping corrections happen in this phase. We specifically validate placement metadata decomposition and the Applicant-versus-Employee split decisions.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Organizations (from Recruitly Companies), Jobs, Employees (from Candidates with lifecycle classification applied), Applicants (for pipeline-active candidates), Employee and Applicant custom fields, Placement metadata as Employee custom fields, Activities as Employee Notes, Attachments as File records, and Users (reconciled against BambooHR users by email). Outreach Campaign history is exported as a CSV inventory (not migrated to a native object). Each phase emits a row-count reconciliation report before the next phase begins.

  6. Cutover, validation, and handoff

    We freeze Recruitly writes during cutover and run a final delta migration of any records modified since the Stage 1 export. We validate record counts in BambooHR against Recruitly totals and spot-check 25-50 random records. We deliver the outreach campaign CSV inventory, the placement-invoice linkage CSV, and the pipeline stage transition inventory to the customer's HR admin. We do not rebuild Recruitly workflows or automations in BambooHR because the automation models differ fundamentally; we deliver a written inventory of active workflows requiring manual rebuild in BambooHR's workflow or approval chain builder.

Platform deep dives

Context on both ends of the pair

Recruitly logo

Recruitly

Source

Strengths

  • All-in-one ATS, CRM, sales, and AI matching platform with no feature gating across tiers.
  • Generous free tier (1,000 candidates, 200 contacts) lets agencies validate fit before committing.
  • Built-in AI candidate matching using vector database reduces manual sourcing time.
  • Fast 2–4 week implementation with a dedicated migration specialist for inbound switches.
  • WhatsApp integration included at all tiers for candidate communication.

Weaknesses

  • Reporting and analytics dashboards lack depth for executive-level recruitment reporting, per user reviews.
  • Tier-based record limits can constrain high-volume agencies on lower plans — silent at first but billing-relevant.
  • Complex automation workflows require significant configuration effort, especially multi-step candidate nurture sequences.
  • Companies module's heavily customisable columns make schema mapping more time-consuming during migrations.
  • API rate limits (100–1,000 calls/day) are restrictive for large bulk data operations.
BambooHR logo

BambooHR

Destination

Strengths

  • Single platform consolidating ATS, onboarding, HR records, payroll, and time-off reduces system sprawl for SMBs.
  • Fast implementation — BambooHR reports four to six weeks from kickoff to go-live for most customers.
  • Per-employee pricing with automatic volume discounts makes cost predictable as headcount grows.
  • Strong customer support reputation (Support Heroes) cited consistently across G2, Capterra, and direct testimonials.
  • Well-documented API with UTF-8 encoding, clear field types, and HTTPS-only access.

Weaknesses

  • Mobile application is significantly limited compared to the desktop experience, frustrating remote and field workers.
  • Companies above 150–200 employees frequently outgrow the platform's feature depth and customization surface.
  • Limited advanced reporting and analytics compared to enterprise HR platforms — custom report building is the ceiling.
  • PTO and profile customization are pain points — non-standard accrual policies and complex org structures require workarounds.
  • Document management and attachment handling lack the granularity of dedicated document-centric HR systems.

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 Recruitly and BambooHR.

  • 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

    Recruitly: 100 calls/day (Free), 1,000 calls/day (Solo); Professional and Enterprise limits are not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Recruitly to BambooHR 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 Recruitly to BambooHR data migrations

Answers to the questions buyers ask most during Recruitly to BambooHR migration scoping. Not seeing yours? Book a call.

Can't find your answer?

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Most migrations land between two and four weeks for accounts under 5,000 candidate records with no complex placement history. Migrations with large placement histories, extensive custom field sets, high attachment volumes, or multi-company structures move to five to eight weeks because of schema redesign work, custom field mapping to BambooHR's employee properties, and the delta reconciliation needed for outreach campaign and pipeline stage records that cannot migrate natively.

Adjacent paths

Related migrations to explore

Ready when you are

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