HRMS migration
Field-level mapping, validation, and rollback between Talent Clue and BambooHR. We move data and schema; workflows are rebuilt natively in BambooHR.
Talent Clue
Source
BambooHR
Destination
Compatibility
8 of 11
objects map 1:1 between Talent Clue and BambooHR.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Moving from Talent Clue to BambooHR is an ATS-to-HRIS migration: Talent Clue structures its data around vacancies, candidates, and applications; BambooHR structures its data around employees, positions, and onboarding. The most significant shift is that Talent Clue's candidate and application records must become BambooHR employee records and applicant entries, which changes how hired candidates are stored and what data types each platform treats as first-class objects. Talent Clue does not publish a public API, so all extraction runs through manual CSV or Excel dashboard exports; we coordinate the export scope upfront, handle large datasets by chunking per job or date range, and pause any GDPR auto-deletion workflows before extraction begins so that candidate records are not permanently erased before we can read them. We migrate Jobs to BambooHR Positions, Candidates to Employees, Applications to Applicants, evaluations to custom fields, and interview records to notes. Employer branding assets export as downloadable files. We do not migrate Talent Clue's workflow automations or evaluation form builders; we deliver a written inventory of these for the customer's admin to rebuild in 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 Talent Clue 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.
Talent Clue
Job / Vacancy
BambooHR
Position
1:1Talent Clue job postings (title, description, department, location, publishing status) map to BambooHR Position records. The Job's published or archived status becomes the Position's open or closed status. We export all active and archived vacancies and map the Talent Clue job ID as a custom reference field for reconciliation. BambooHR's Position object does not support multi-step pipeline stages natively; if the customer used complex vacancy-specific stages, those labels are preserved in a custom text field on the Position record.
Talent Clue
Candidate
BambooHR
Employee
1:1Talent Clue candidate profiles (contact details, source channel, stage, and scorecard data) map to BambooHR Employee records. The BambooHR Employee object is the primary record type in the HRIS; candidate contact information maps to the standard employee fields (firstName, lastName, workEmail, mobilePhone, address fields). Any Talent Clue custom fields on the candidate record are created as BambooHR custom employee fields before migration. Custom field definitions must be confirmed during discovery because the Talent Clue export does not expose the schema.
Talent Clue
Application
BambooHR
Applicant
1:1Talent Clue application records link a candidate to a specific job and record submission date and pipeline stage. In BambooHR, applicants are tracked within the hiring module linked to a Position. We map each Talent Clue application to a BambooHR Applicant record, preserving the candidate-to-position association and submission timestamp. If the candidate has been hired, the application status becomes the hire date anchor for the Employee record.
Talent Clue
Talent Pool
BambooHR
Employee or Custom Group
lossyTalent Clue's talent pool is a persistent candidate database independent of any specific vacancy. We export all pool records and determine the best destination during scoping: pool members who have never applied map as BambooHR Employee records with a custom talent_pool_source flag set to true; pool members who already have application records are linked to their existing Employee record and do not create duplicates. The customer chooses whether pool membership is stored as a BambooHR custom multi-select field or as a tag.
Talent Clue
Evaluation / Scorecard
BambooHR
Custom Fields on Applicant or Employee
1:1Talent Clue evaluation forms capture interviewer ratings and free-text feedback against candidates. BambooHR does not have a native evaluation object, so structured scorecard ratings migrate as BambooHR custom fields on the Applicant record (for pre-hire evaluations) or Employee record (for post-hire performance data). Free-text evaluation notes migrate as Note records attached to the Applicant or Employee. We preserve the interviewer name and evaluation date as separate custom fields for audit trail.
Talent Clue
Interview
BambooHR
Note (on Applicant or Position)
1:1Talent Clue interview records include scheduled time, interviewer name, and outcome flags. BambooHR's hiring module tracks interview status at the applicant level but does not store detailed interview schedules as discrete objects. We migrate interview scheduling data as Note records on the Applicant, with the interview date, interviewer name, and outcome stored in custom note fields. The customer may supplement this with BambooHR's built-in hiring stage notes.
Talent Clue
Pipeline Stage
BambooHR
Hiring Stage (BambooHR)
lossyTalent Clue's configurable pipeline stages per vacancy or globally map to BambooHR's hiring stage model. We extract the stage labels and sequence from the Talent Clue configuration (confirmed by the customer during discovery) and create corresponding hiring stages in BambooHR. Custom stage names that do not match BambooHR's default stage labels are created as custom stage values. If stages differ per vacancy in Talent Clue, we map the most-used global stage set and note per-vacancy deviations in the validation report.
Talent Clue
User (Recruiter)
BambooHR
User
1:1Talent Clue recruiter accounts own vacancies and candidates. We map Talent Clue users to BambooHR users by email address. Role and permission structures differ significantly between an ATS and an HRIS; the customer's BambooHR admin assigns appropriate roles post-migration. If a Talent Clue user has left the company, their email address is flagged for the admin to either skip or provision as an inactive BambooHR user with historical ownership preserved.
Talent Clue
Note (Candidate-level)
BambooHR
Note
1:1Candidate-level notes from Talent Clue migrate as BambooHR Note records attached to the corresponding Employee or Applicant. The note body and creation timestamp preserve. If the note references a specific vacancy or stage, that context is embedded in the note text during migration. We do not attempt to reconstruct note threads or conversation histories as separate records.
Talent Clue
Attachment
BambooHR
File Attachment
1:1File attachments on candidate records (CVs, cover letters, portfolio documents) are downloaded from Talent Clue and uploaded to the corresponding BambooHR Employee record as file attachments. Large attachment volumes may require chunking by candidate and manual verification. We preserve the original file name and MIME type. Files exceeding BambooHR's attachment size limits are flagged in the validation report for the admin to store externally.
Talent Clue
Custom Field
BambooHR
Custom Field
lossyTalent Clue custom fields on candidate and application objects require pre-migration schema work. We request the complete custom field definition list during the discovery call, create equivalent custom fields in BambooHR (with matching field types where possible), and then map values during migration. Fields with picklist values are created as BambooHR dropdown custom fields. Fields with no direct BambooHR equivalent are stored as text fields with a naming convention that preserves the original field label for reference. All unmapped custom fields appear in the validation report.
| Talent Clue | BambooHR | Compatibility | |
|---|---|---|---|
| Job / Vacancy | Position1:1 | Fully supported | |
| Candidate | Employee1:1 | Fully supported | |
| Application | Applicant1:1 | Fully supported | |
| Talent Pool | Employee or Custom Grouplossy | Mapping required | |
| Evaluation / Scorecard | Custom Fields on Applicant or Employee1:1 | Fully supported | |
| Interview | Note (on Applicant or Position)1:1 | Fully supported | |
| Pipeline Stage | Hiring Stage (BambooHR)lossy | Fully supported | |
| User (Recruiter) | User1:1 | Fully supported | |
| Note (Candidate-level) | Note1:1 | Fully supported | |
| Attachment | File Attachment1:1 | Fully supported | |
| Custom Field | Custom Fieldlossy | Fully 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.
Talent Clue gotchas
No documented public API for bulk export
GDPR deletion is permanent and irreversible
Factorial integration creates a one-way data dependency
Custom fields and pipeline stages require manual 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 export method confirmation
We audit the Talent Clue account scope: total candidate count, job posting count, talent pool size, application volume, active custom fields, and pipeline stage configurations. We confirm the export method with the customer (dashboard CSV, dashboard Excel, or database-level access if granted) and identify any records at risk of GDPR erasure. We request the custom field schema screenshot or written inventory from the customer. We also confirm whether any candidates were already pushed to Factorial via the Talent Clue integration and obtain a list of those records to reconcile against the hired candidate list.
BambooHR schema design and custom field provisioning
We design the BambooHR destination schema. This includes creating all required custom Employee and Applicant fields to match the Talent Clue custom field definitions, configuring hiring stages that reflect the Talent Clue pipeline stages, and setting up the BambooHR API key with a service account that inherits appropriate read and write permissions. The schema is provisioned in the customer's BambooHR account before any data import begins. We coordinate with the BambooHR admin to grant the migration user access to the necessary modules.
Data extraction and staging
The customer runs the Talent Clue dashboard exports per our coordination instructions. We merge multiple export files (chunked by job, talent pool, or date range) into a complete candidate dataset, deduplicate by email address, and stage the merged data for transformation. Any candidates flagged during the GDPR audit are removed from the export set and documented as permanently lost. We validate the export completeness against the record counts provided during discovery and flag any discrepancies before transformation begins.
Transformation and schema mapping
We apply the object-model transformation: candidate records to Employee or Applicant, applications to Applicant records linked to Positions, evaluation scores to custom fields, interview records to Notes, and pipeline stages to BambooHR hiring stages. The Talent Clue-to-Factorial hired candidate list is reconciled against the migration set to avoid duplicate Employee profiles. Custom field values are mapped to their corresponding BambooHR field equivalents. Any values that do not match a picklist are stored as text and flagged in the validation report. Attachment files are downloaded, renamed by candidate email, and staged for upload.
Sandbox validation and reconciliation
For accounts with complex schemas, large record volumes (over 5,000 candidates), or multiple talent pools, we run a migration into a BambooHR sandbox environment first. The customer's HR admin reviews a spot sample of migrated records against the Talent Clue source, validates the custom field values, and confirms that the hiring stage configuration matches expectations. Any mapping corrections are made before the production migration. This step is recommended for all tier2 migrations and required if the customer has more than three active custom fields or more than one talent pool.
Production migration and cutover
We run production migration in dependency order: Positions (first), Employees and Applicants (with Employee records created before Applicant records where hired candidates exist), Notes and file attachments. Each phase emits a row-count reconciliation report. We freeze Talent Clue writes during the cutover window, run a final delta migration of any records modified during the window, then mark BambooHR as the system of record. We deliver the written inventory of Talent Clue workflow automations and evaluation form builders with recommended BambooHR equivalents for the customer's admin to rebuild post-migration.
Platform deep dives
Talent Clue
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 Talent Clue 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
Talent Clue: Not publicly documented.
Data volume sensitivity
Talent Clue 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.
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