HRMS migration
Field-level mapping, validation, and rollback between Ceipal ATS and BambooHR. We move data and schema; workflows are rebuilt natively in BambooHR.
Ceipal ATS
Source
BambooHR
Destination
Compatibility
9 of 12
objects map 1:1 between Ceipal ATS and BambooHR.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Migrating from Ceipal ATS to BambooHR is an architecture shift from an ATS-centric, staffing-firm data model to an HRIS-centric, SMB data model. Ceipal organizes its schema around Applicants, Job Postings, Submissions, Clients, Leads, and Placements with a flat relational model designed for high-volume contract and direct-hire pipelines. BambooHR organizes its schema around Employees, Jobs (as HRIS job titles), Time Off, Benefits, and Payroll with optional Hiring add-ons. We preserve the Ceipal Applicant-to-Placement chain by mapping Placements to BambooHR Employee records with hire-date and compensation metadata, and we route WorkForce timesheet and expense records to BambooHR Time Tracking and the Benefits module. Ceipal's custom fields, custom columns, and encrypted object IDs require enumeration during scoping, then mapping to BambooHR's custom field API. We do not migrate Workflows, automations, or the Ceipal VMS module because BambooHR has no VMS equivalent; we deliver a written inventory of these objects for the customer's admin to evaluate for manual or third-party alternatives post-migration.
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 Ceipal ATS 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.
Ceipal ATS
Applicant (Candidate)
BambooHR
Employee
1:1Ceipal Applicants map to BambooHR Employee records via the BambooHR Employee API. We transfer name, email, phone, address, and employment status fields directly. Ceipal's resume file migrates as an Employee Document attached via BambooHR's document endpoint. Any Ceipal custom properties on the Applicant record are enumerated during discovery and mapped to BambooHR custom Employee fields created in the destination tenant before import. Ceipal's encrypted applicant IDs require an ID-mapping table in staging so downstream references (Submission-to-Applicant) resolve correctly.
Ceipal ATS
Job Posting (Requisition)
BambooHR
Job (Hiring Add-on)
1:1Ceipal Job Postings carry title, description, location, requirements, and pipeline stages. We map job title and description to the BambooHR Hiring Job record. Ceipal pipeline stages do not map to BambooHR stages because BambooHR's Hiring module uses a simplified stage model (Applied, Screening, Interview, Offer, Hired, Rejected). We transform Ceipal stage values to the closest BambooHR stage during migration and document any non-mapping stages for manual disposition post-import.
Ceipal ATS
Submission
BambooHR
Applicant (Hiring Add-on)
1:1Ceipal Submissions link an Applicant to a Job with submission date, status, and recruiter assignment. In BambooHR Hiring, the Applicant record is the candidate record tied to the Job. We preserve the Applicant-to-Job linkage by creating BambooHR Applicants linked to the migrated Job records and set the submission date as the BambooHR application date. Recruiter assignment from Ceipal migrates to the BambooHR Hiring user field if the assignee exists in BambooHR; otherwise it is stored in a custom field.
Ceipal ATS
Client
BambooHR
Company (custom field)
lossyCeipal Client records (company name, contact info, billing details) have no direct BambooHR equivalent because BambooHR does not have a staffing Client object. We migrate Client data as a custom field group on the related Placement or Employee record. For staffing firms, the Client name is stored in a BambooHR custom Employee field or a custom Company field so that the relationship data is preserved even without the standalone Client object.
Ceipal ATS
Lead
BambooHR
Employee custom field
lossyCeipal Leads are distinct from Clients and carry status fields and source attribution. BambooHR has no Lead object. We preserve the Lead status and source data by migrating it to a custom field on the closest BambooHR equivalent (Employee or Job Applicant). The customer chooses during scoping whether leads become unprocessed Employee records, Job Applicants in the Hiring add-on, or notes on the relevant Employee record.
Ceipal ATS
Placement
BambooHR
Employee (with hire metadata)
1:1Ceipal Placements tie an Applicant to a Job under a Client and carry start date, compensation, and billing information. We map Placement records to BambooHR Employee records with hire date set from the Placement start date, compensation mapped to BambooHR Pay Rate or a custom Pay field, and Client name stored as a custom field. The Placement-to-Applicant chain is preserved because the Employee record carries the original Ceipal applicant ID in a custom field for reconciliation.
Ceipal ATS
Employee Record (WorkForce)
BambooHR
Employee
1:1Ceipal WorkForce stores employee profiles, compensation, department, and location on a separate pricing tier. We map WorkForce employee records to BambooHR Employee records with department mapped to BambooHR Department, compensation to Pay Rate or custom pay fields, and location to the Employee address or custom location field. WorkForce custom fields are enumerated during discovery and mapped to BambooHR custom Employee fields. If the customer used WorkForce Premium, the advanced payroll and asset management data is noted as requiring manual re-entry or a separate payroll integration post-migration.
Ceipal ATS
Timesheet
BambooHR
Time Tracking Entry
1:1Ceipal WorkForce timesheet records track hours per employee per period. We map timesheet entries to BambooHR Time Tracking entries with the period, hours, and approver metadata preserved. Time off balances from Ceipal WorkForce migrate to BambooHR Time Off balances where the types align; custom time-off types from Ceipal are created as new Time Off types in BambooHR before migration.
Ceipal ATS
Expense
BambooHR
Employee custom field or Benefits
1:1Expense records from Ceipal WorkForce capture amount, category, employee, and submission date. We map expense records to BambooHR as Employee Documents with category stored as a custom field if BambooHR's native Benefits module does not cover the use case. Expense categories are mapped to the closest BambooHR equivalent; custom expense categories require pre-configuration of custom fields in BambooHR before import.
Ceipal ATS
Document
BambooHR
Employee Document
1:1Ceipal stores documents against Applicants, Jobs, and Placements (resumes, offer letters, contracts). We transfer resume files as Employee Documents via BambooHR's document API, preserving the association to the correct Employee record. Offer letters and contracts are stored as documents on the Employee record with a document type custom field. Binary file transfer is handled through BambooHR's file upload endpoint with appropriate MIME type handling.
Ceipal ATS
Custom Field (Column/Row)
BambooHR
Custom Employee Field or Custom Job Field
lossyCeipal allows organization-level custom columns on Applicants, Jobs, and Placements. These are enumerated during scoping and mapped to BambooHR custom Employee fields (for applicant-person data) and BambooHR custom Job fields (for job-requisition data). BambooHR's custom field API supports text, number, date, dropdown, and checkbox types. Ceipal multi-select or complex custom field types that do not map directly to BambooHR types are stored as text fields with the original value preserved. Custom field enumeration is a discovery-phase step, not a migration-phase surprise.
Ceipal ATS
TalentBench (Resume Database)
BambooHR
Employee Document or Talent Pool
1:1TalentBench is Ceipal's parsed resume repository containing skills, work history, education, and the raw resume document. The parsed fields migrate as custom Employee fields in BambooHR; the raw resume file migrates as an Employee Document. BambooHR has no Talent Pool object, so the searchable resume database capability does not transfer — we flag this for the customer's admin to evaluate BambooHR's Hiring add-on or a third-party sourcing tool post-migration.
| Ceipal ATS | BambooHR | Compatibility | |
|---|---|---|---|
| Applicant (Candidate) | Employee1:1 | Fully supported | |
| Job Posting (Requisition) | Job (Hiring Add-on)1:1 | Fully supported | |
| Submission | Applicant (Hiring Add-on)1:1 | Fully supported | |
| Client | Company (custom field)lossy | Fully supported | |
| Lead | Employee custom fieldlossy | Fully supported | |
| Placement | Employee (with hire metadata)1:1 | Fully supported | |
| Employee Record (WorkForce) | Employee1:1 | Fully supported | |
| Timesheet | Time Tracking Entry1:1 | Fully supported | |
| Expense | Employee custom field or Benefits1:1 | Fully supported | |
| Document | Employee Document1:1 | Fully supported | |
| Custom Field (Column/Row) | Custom Employee Field or Custom Job Fieldlossy | Fully supported | |
| TalentBench (Resume Database) | Employee Document or Talent Pool1:1 | Mapping required |
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.
Ceipal ATS gotchas
Resume email fields get overwritten on Dice-to-Ceipal migration
CSV imports bypass Ceipal's resume parsing engine
Encrypted object IDs require ID-mapping tables in staging
Rate limit errors return inconsistent HTTP codes
Free migration support is guided but scoped to Ceipal's own import tools
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 data profiling
We audit the source Ceipal tenant across modules in use (TalentHire ATS, WorkForce, or both), active custom fields and columns per object, encrypted ID usage, record counts for Applicants, Jobs, Submissions, Clients, Leads, Placements, WorkForce employees, timesheets, and expenses. We also identify any TalentBench resume data and document which Ceipal custom fields are per-module versus organization-wide. The discovery output is a written migration scope with record counts, custom field inventory, and a pre-migration data-cleanup checklist for the customer's Ceipal admin to address before the migration window.
BambooHR configuration and custom field provisioning
We configure the destination BambooHR tenant before any data moves. This includes creating the custom Employee fields and custom Job fields needed to receive Ceipal's custom column data, configuring BambooHR Hiring job records with the job titles and descriptions being migrated, setting up BambooHR Time Off types to match Ceipal WorkForce accrual types, and provisioning any BambooHR user accounts that will receive Ceipal Owner assignments. Custom fields are deployed via BambooHR's API into a staging tenant first for validation.
Sandbox migration and reconciliation
We run a full migration into a BambooHR sandbox tenant using production-like data volume. The customer's HR lead reconciles record counts (Employees in, Jobs in, Applicants in, Documents in), spot-checks 25-50 random Employee records against the Ceipal source for field accuracy, and validates that WorkForce compensation and timesheet data maps correctly to BambooHR's equivalents. Any mapping corrections — particularly for custom fields with misaligned types or Ceipal stages that need stage-collapse decisions — happen in this phase before production migration begins.
Placement-to-Employee chain resolution
We resolve the Applicant-to-Placement chain by matching Ceipal Placement records to Ceipal Applicant records, then creating the corresponding BambooHR Employee record with hire date, compensation, and Client name metadata. The original Ceipal Applicant ID is stored in a custom BambooHR field so the chain can be audited post-migration. Client and Lead records that have no BambooHR standalone equivalent are written to the appropriate custom fields on the Employee or Job record per the mapping specification agreed in scoping.
Production migration in dependency order
We run production migration in dependency order: custom fields deployed first (so receiving objects are ready), Employees and WorkForce records (with hire data from Placements), Job records (with stage-mapped data), Applicant records (linked to Jobs), Documents (resumes and contracts attached to Employees), Timesheet entries, Expense records, and finally any remaining Ceipal custom column data. Each phase emits a row-count reconciliation report. We use BambooHR's API with 100 requests per minute rate-limit handling and batch chunking for bulk imports.
Cutover, validation, and automation handoff
We freeze Ceipal 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 that BambooHR employee records are searchable, that document attachments open, and that timesheet data reflects the correct periods. We deliver a written inventory of Ceipal Workflows, VMS configurations, and any Ceipal automations that have no BambooHR equivalent, with a rebuild recommendation for the customer's admin. We support a one-week hypercare window for reconciliation issues and do not rebuild Ceipal automations as BambooHR workflows as that falls outside standard migration scope.
Platform deep dives
Ceipal ATS
Source
Strengths
Weaknesses
BambooHR
Destination
Strengths
Weaknesses
Complexity grading
Standard HRMS migration. All 7 core objects map 1:1 between Ceipal ATS and BambooHR.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Ceipal ATS and BambooHR.
Object compatibility
All 7 core objects map 1:1 between Ceipal ATS and BambooHR.
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
Ceipal ATS: Not publicly documented; varies per user token; 429 returned on ATS API, 400 reported on Healthcare ATS API.
Data volume sensitivity
Ceipal ATS 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.
Category
FAQ
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