HRMS migration
Field-level mapping, validation, and rollback between TRAFFIT and BambooHR. We move data and schema; workflows are rebuilt natively in BambooHR.
TRAFFIT
Source
BambooHR
Destination
Compatibility
11 of 12
objects map 1:1 between TRAFFIT and BambooHR.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Moving from TRAFFIT to BambooHR is an ATS-to-HRIS graduation, not a lateral platform switch. TRAFFIT is purpose-built for tech recruitment with pipeline stages, candidate talent pools, GDPR consent management, and per-user pricing. BambooHR is a full human resources information system that includes an ATS, payroll, time tracking, benefits administration, and performance management under one PEPM license. The migration requires resolving TRAFFIT's GDPR consent records (which live in a dedicated TRAFFIT object) against BambooHR's compliance attributes, flattening TRAFFIT's multi-stage recruitment pipelines into BambooHR's simpler job-application status model, and handling the fact that TRAFFIT's activity timeline is not exportable. We do not migrate recruitment automations, Zapier workflows, or webhook configurations. We deliver a written inventory of active automations for the customer's admin to rebuild inside BambooHR.
Every standard and custom field arrives verified.
AI proposes the map; you confirm before any record moves.
Parent–child, lookups, and ownership stay linked.
Calls, emails, meetings — with original timestamps.
Documents, uploads, and inline notes move with the record.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a TRAFFIT 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.
TRAFFIT
Jobs (Recruitments)
BambooHR
Jobs
1:1TRAFFIT Jobs (called Recruitments) map to BambooHR Jobs. The TRAFFIT job name, description, department assignment, and hiring manager field transfer directly. TRAFFIT pipeline stages require flattening because BambooHR uses a simpler status model (Applied, Phone Interview, On-site Interview, Offer, Hired, Not Hired). We map each TRAFFIT stage to the closest BambooHR status and flag any stages that cannot be represented for manual resolution. Open and closed job status transfers directly.
TRAFFIT
Candidates
BambooHR
Employees (Job Application)
1:1TRAFFIT Candidate records map to BambooHR Employees with an associated Job Application. Contact details (name, email, phone, address), resume file, and talent pool tags transfer to the BambooHR employee profile. TRAFFIT's candidate source attribution (referral, job board, direct) maps to BambooHR's Application Source field. Soft-deleted TRAFFIT candidates are excluded by default unless the customer requests inclusion; we verify against TRAFFIT's filtered-active-view during scoping.
TRAFFIT
Candidate Applications
BambooHR
Job Application
1:1Each TRAFFIT application (Candidate-to-Job link with stage, source, and timestamp) maps to a BambooHR Job Application record attached to the corresponding Employee and Job. The application date and current stage status transfer. Historical stage-change timestamps are not preserved because TRAFFIT does not expose stage-history via API or XLS export.
TRAFFIT
Adverts
BambooHR
Jobs (publication metadata)
1:1TRAFFIT Adverts (job listing records with publication dates and job-board distribution status) map to BambooHR Job records with publication metadata stored in a custom field group. The advert title, content, and publication date transfer; job-board distribution status maps to a custom multi-select picklist reflecting where the advert was posted.
TRAFFIT
Custom Fields
BambooHR
Custom Fields
1:1TRAFFIT custom fields on Candidates, Jobs, and CRM Persons map to BambooHR Employee custom fields or Job custom fields depending on the parent object. Field type mapping requires validation: TRAFFIT text, number, date, and dropdown types map directly; checkbox and multi-select types require BambooHR's equivalent custom field type. We validate TRAFFIT field types against actual values during the data audit phase and flag any type-mismatch records. Field required flags are preserved where BambooHR supports required custom fields.
TRAFFIT
Tags and Talent Pool
BambooHR
Custom Fields (Labels)
lossyTRAFFIT tags (used for candidate categorization and talent-pool segmentation) map to BambooHR custom label fields on the Employee record. We create a multi-select picklist or text-area field in BambooHR to hold tag names. The customer chooses between preserving all tags as individual values or consolidating into a talent-pool categorization during scoping.
TRAFFIT
Documents and Attachments
BambooHR
Employee Files
1:1Resume files, cover letters, and uploaded attachments from TRAFFIT migrate as Employee Files in BambooHR. We export files with their original file names and attach them to the corresponding Employee record. File storage limits in BambooHR vary by plan tier; we verify the destination account's storage allocation during scoping and flag any volume concerns.
TRAFFIT
CRM Persons
BambooHR
Employees or Contacts
1:1TRAFFIT CRM Persons (contacts outside the recruitment funnel) map to BambooHR Employee records if they are internal HR contacts, or to a custom contact management approach if the customer needs external contact storage. BambooHR does not have a distinct CRM Persons object; CRM Person records with custom fields are mapped to Employee records with a custom source field indicating their CRM origin.
TRAFFIT
Users and Hiring Managers
BambooHR
Employees
1:1TRAFFIT user accounts (recruiters, admins) and free-tier Hiring Manager accounts map to BambooHR Employee records with user access. We export active user email, name, and role. TRAFFIT owner assignments on Candidates and Jobs resolve to the corresponding BambooHR Employee for reassignment in the destination system. Inactive TRAFFIT users are excluded unless the customer requests them as inactive BambooHR employees.
TRAFFIT
GDPR Consents
BambooHR
Compliance Attributes (custom fields)
1:1TRAFFIT GDPR consent records (consent type, timestamp, and status) map to BambooHR custom fields on the Employee record. BambooHR does not have a native GDPR consent audit object, so we create custom date fields (consent_given_date, consent_type, consent_withdrawn_date) to preserve the compliance record. If the customer had the GDPR Assistant add-on with active anonymization policies, we verify during discovery whether any candidates were anonymized before migration and document any consent gaps.
TRAFFIT
Application Sources
BambooHR
Application Source (custom field)
1:1TRAFFIT tracks where each application originated (job board, referral, direct, etc.) and this attribution data migrates to BambooHR's Application Source field or a custom source taxonomy field. Source labels are preserved as-is where they match BambooHR's built-in options; non-matching labels are mapped to a closest equivalent or stored as a custom text field.
TRAFFIT
Candidate Activities
BambooHR
N/A
1:1TRAFFIT candidate activities (calls logged, notes added, stage-change events, internal comments) are stored in TRAFFIT's internal event system and are not exposed via API or XLS export. We do not migrate activity timelines. This is explicitly documented during scoping. If the customer requires activity history, they must export manually from TRAFFIT before the migration window begins and handle it separately as a manual record.
| TRAFFIT | BambooHR | Compatibility | |
|---|---|---|---|
| Jobs (Recruitments) | Jobs1:1 | Fully supported | |
| Candidates | Employees (Job Application)1:1 | Fully supported | |
| Candidate Applications | Job Application1:1 | Fully supported | |
| Adverts | Jobs (publication metadata)1:1 | Mapping required | |
| Custom Fields | Custom Fields1:1 | Mapping required | |
| Tags and Talent Pool | Custom Fields (Labels)lossy | Fully supported | |
| Documents and Attachments | Employee Files1:1 | Mapping required | |
| CRM Persons | Employees or Contacts1:1 | Mapping required | |
| Users and Hiring Managers | Employees1:1 | Fully supported | |
| GDPR Consents | Compliance Attributes (custom fields)1:1 | Mapping required | |
| Application Sources | Application Source (custom field)1:1 | Mapping required | |
| Candidate Activities | N/A1:1 | Not supported |
Gotchas + challenges
Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.
TRAFFIT gotchas
Extended API requires a paid add-on
Activity history is not exportable
Soft-deleted candidates may inflate export scope
GDPR Assistant add-on affects consent data handling
Custom field type changes require re-mapping
BambooHR gotchas
Undocumented API rate limits can trigger 503 errors
Per-employee pricing model requires active record count verification
API credentials must be sent on every request to avoid extra round trips
Custom field schema varies per account and requires manual inventory
Document and attachment exports are not covered by standard report exports
Pair-specific challenges
Migration approach
Discovery and API access verification
We audit the source TRAFFIT account across subscription tier, active add-ons (extended API, GDPR Assistant), and data volume for each object: Candidates, Jobs, Adverts, CRM Persons, Custom Fields, and GDPR consent records. We verify whether the extended API add-on is active, because bulk exports without it require XLS-based extraction with reduced field coverage. We also review any active GDPR anonymization policies that may have redacted consent records before migration. The discovery output is a written scope confirming export method, record counts, and any pre-migration account changes required.
Custom field audit and type mapping
We extract the TRAFFIT custom field schema for Candidates, Jobs, and CRM Persons via API, including field types, required flags, and restricted-editing settings. We validate field types against actual data values to catch any mid-use type changes that could cause import errors in BambooHR. Custom fields are mapped to BambooHR equivalent types (text, number, date, dropdown, checkbox, multi-select) and any unmappable types are flagged for manual resolution. The mapping document is reviewed by the customer before schema creation in BambooHR.
GDPR consent and soft-delete reconciliation
We extract GDPR consent records from TRAFFIT, including consent type, grant date, and withdrawal status. We check for active GDPR Assistant anonymization policies and identify any candidates already anonymized. Soft-deleted candidates are identified via TRAFFIT's filtered view and excluded or separated into a compliance batch depending on customer requirements. We create custom fields in BambooHR to store consent metadata per employee and confirm the field schema with the customer's privacy officer.
BambooHR schema creation and sandbox migration
We create the destination schema in a BambooHR sandbox environment: custom fields on Employee and Job objects, source taxonomy values, and label fields for talent pool tags. We configure GDPR compliance custom fields. A sandbox migration runs with the scoped record volume to validate field mapping, identify validation rule conflicts, and confirm that BambooHR's required-field constraints are satisfied. The customer reviews 25-50 reconciled records and approves before production migration begins.
Production migration in dependency order
We run production migration in dependency order: Jobs (foundational for applications), Employees with GDPR consent fields and talent pool tags, Job Applications linking employees to jobs, Documents and attachments, CRM Persons, and custom field values last to ensure parent records are created. Owner assignments from TRAFFIT resolve to BambooHR Employee records for reassignment. Activity history is not migrated per TRAFFIT's export limitations and is documented in the migration sign-off report.
Cutover, validation, and automation inventory delivery
We freeze TRAFFIT writes during cutover, run a final delta migration of any records modified during the migration window, then enable BambooHR as the system of record. We validate record counts across all objects and spot-check field-level accuracy. We deliver the automation inventory document listing any active TRAFFIT workflows, Zapier automations, or webhook configurations requiring rebuild in BambooHR. We support a one-week hypercare window for reconciliation issues. We do not rebuild TRAFFIT automations as BambooHR workflows; that is a separate engagement for the customer's admin or a BambooHR implementation partner.
Platform deep dives
TRAFFIT
Source
Strengths
Weaknesses
BambooHR
Destination
Strengths
Weaknesses
Complexity grading
Standard HRMS migration. 1 of 7 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across TRAFFIT and BambooHR.
Object compatibility
1 of 7 objects need a mapping; the rest are 1:1.
Field mapping clarity
Field mapping is derived from defaults — final spec confirmed during the sample migration.
Timeline complexity
7-object category — typical timelines run 2–7 days end-to-end.
API constraints
TRAFFIT: Not publicly documented in available documentation.
Data volume sensitivity
TRAFFIT doesn't expose a bulk API — REST + parallelization used for high-volume runs.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
Pick a category, then your source and destination platforms.
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FAQ
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