HRMS migration
Field-level mapping, validation, and rollback between Dover and BambooHR. We move data and schema; workflows are rebuilt natively in BambooHR.
Dover
Source
BambooHR
Destination
Compatibility
10 of 11
objects map 1:1 between Dover and BambooHR.
Complexity
BStandard
Timeline
2-3 weeks
Overview
Dover does not publish a public REST API, which means all migration data exits via CSV bulk export. We extract Candidates, Jobs, Scorecards, and Users as separate CSV downloads, transform field values against BambooHR's typed schema, and load via BambooHR's API. The primary challenge is Dover's scorecard data: AI-generated evaluation scores are Dover-specific and export as unstructured text in CSV, requiring pre-migration configuration of custom fields in BambooHR to receive them properly. Pipeline stages map from Dover's per-job stage taxonomy to BambooHR's job opening status values, and stage history migrates as notes on the job application record. Dover's Gmail and Calendar OAuth integrations are not data records and are not migrated; we document which candidates have linked Google activity so the customer can reconnect the BambooHR Gmail integration post-migration. Dover's Recruiting Marketplace, job board API credentials, and Premium AI features do not migrate. We deliver a written inventory of any Dover automations the customer built for their admin to rebuild in BambooHR's workflow builder.
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 Dover 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.
Dover
Candidate
BambooHR
Job Application + Candidate
1:1Dover Candidate records map to BambooHR's Applicant record (accessed via BambooHR's ATS module) and as a candidate person record. We extract candidate name, email, phone, source attribution, application date, and current stage from Dover's CSV. Stage history (Applied, Screening, Interview, Offer, Hired, Rejected per job) migrates as notes on the BambooHR applicant record with timestamps. Email and phone map directly to BambooHR's applicant standard fields.
Dover
Job
BambooHR
Job Opening
1:1Dover Job postings map to BambooHR Job Opening records. Job title, department, location, and job description migrate as standard BambooHR Job Opening fields. The Dover job status (Open, Paused, Closed) maps to BambooHR's job opening status. Job-to-candidate linkage is preserved by migrating applicants to the correct job opening using the Dover job ID embedded in the candidate CSV export.
Dover
Scorecard
BambooHR
Custom Field on Applicant
1:1Dover scorecards (both AI-generated and manually created templates) are Dover-specific evaluation instruments with no direct BambooHR equivalent. We export scorecard values as structured text from the Dover CSV and map them to a BambooHR custom field on the applicant record. If Dover used the Premium AI scoring feature, those scores export as numeric values in the CSV and we configure a BambooHR Number-type custom field to receive them. We flag any scorecard questions that cannot be represented as a flat field and recommend converting them to free-text custom fields.
Dover
Pipeline Stage
BambooHR
Job Opening Status / Stage
lossyDover's pipeline stages are defined per job (Applied, Screening, Interview, Offer, Hired, Rejected are common defaults). We extract the stage taxonomy per job from Dover's CSV export and map each stage to a corresponding BambooHR job opening status. Stages with no direct BambooHR equivalent (for example, a Dover-specific 'Technical Assessment' stage) are mapped to the nearest BambooHR status and noted in the mapping document for customer review.
Dover
User (Recruiter / Team Member)
BambooHR
Employee / User
1:1Dover User accounts (recruiters, hiring managers, admins) export from team settings. We map each Dover user to a BambooHR Employee record by email match, which also serves as the user account for BambooHR access. Inactive Dover users or pending invitations map to inactive BambooHR employee records. If the customer wants Dover users who are not employees (external recruiters) to have access, BambooHR's non-employee user capability must be configured separately.
Dover
Stage History
BambooHR
Applicant Notes / Timeline
1:1Dover exports stage change history as a separate CSV table linked to candidate ID. We transform each stage change (stage name, timestamp, user who moved the candidate) into a BambooHR note attached to the applicant record, using the note creation timestamp to preserve chronological order. Stage history is the primary candidate context that survives the migration.
Dover
Candidate Source
BambooHR
Custom Field on Applicant
1:1Dover's candidate source attribution (referral, job board, direct application, sourcing tool) exports in the candidate CSV. We map it to a BambooHR custom dropdown field on the applicant record labeled 'Candidate Source' so that hiring source analytics can be rebuilt in BambooHR reporting.
Dover
Interview Schedule (metadata only)
BambooHR
Note on Applicant
1:1Dover interview schedule metadata (interview type, scheduled date, interviewer name if stored in Dover) exports where available in the candidate CSV. We migrate these as notes on the applicant record. Actual calendar events and Google Meet links are not data records in Dover and are not exported; they remain in the connected Gmail account.
Dover
Job Board Posting Credentials
BambooHR
Not migrated
1:1Dover stores job board API credentials (LinkedIn, Indeed, Glassdoor, and 100+ other integrations) as platform settings, not as candidate or job records. These credentials cannot be exported and do not migrate to BambooHR. We document the connected job boards in the migration inventory so the customer's admin can re-enter credentials in BambooHR's job distribution settings post-migration.
Dover
Recruiting Marketplace
BambooHR
Not migrated
1:1Dover's Recruiting Marketplace is a separate service connecting companies with external fractional or contingency recruiters. This is not part of Dover's core ATS data model and has no equivalent in BambooHR's HRIS. The marketplace relationship and recruiter profiles do not migrate; the customer manages these relationships independently post-migration.
Dover
AI Applicant Scores (Premium)
BambooHR
Custom Field on Applicant
1:1AI applicant scoring is a Dover Premium ($199/month) feature that evaluates candidates against job requirements. Scores export as numeric values in the candidate CSV when Dover Premium was used. We map these to a BambooHR Number-type custom field on the applicant record. If the customer used Dover Premium AI note-taking, those notes export as text fields and migrate to a free-text custom field on the applicant. BambooHR's own AI features (Ask BambooHR on Pro and Elite) do not receive Dover AI data directly; the customer can re-run AI scoring on migrated candidates if desired.
| Dover | BambooHR | Compatibility | |
|---|---|---|---|
| Candidate | Job Application + Candidate1:1 | Fully supported | |
| Job | Job Opening1:1 | Fully supported | |
| Scorecard | Custom Field on Applicant1:1 | Fully supported | |
| Pipeline Stage | Job Opening Status / Stagelossy | Fully supported | |
| User (Recruiter / Team Member) | Employee / User1:1 | Fully supported | |
| Stage History | Applicant Notes / Timeline1:1 | Fully supported | |
| Candidate Source | Custom Field on Applicant1:1 | Fully supported | |
| Interview Schedule (metadata only) | Note on Applicant1:1 | Fully supported | |
| Job Board Posting Credentials | Not migrated1:1 | Fully supported | |
| Recruiting Marketplace | Not migrated1:1 | Not supported | |
| AI Applicant Scores (Premium) | Custom Field on Applicant1:1 | 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.
Dover gotchas
No public API requires CSV-only export for migration
AI features gated behind Premium tier
Calendar and email threads not portable
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 CSV export schema review
We request access to the customer's Dover account and run the bulk CSV export for Candidates, Jobs, Scorecards, and Users. We review the column structure of each CSV, identify per-job pipeline stage variants, flag any Dover Premium AI scorecard exports, and assess the total record count per object. We also document the connected job board integrations and Gmail/Calendar OAuth status as part of the migration inventory. The discovery output is a written scoping document with the CSV field list, candidate count, job count, and any anomalies (missing fields, per-job stage variants, Premium tier detected) requiring mapping decisions.
BambooHR custom field schema configuration
Before any data loads, we configure the BambooHR ATS module to receive Dover-specific fields. This includes custom fields on the applicant record for AI scorecard values (Number type), scorecard text summaries (Free Text type), candidate source attribution (Dropdown type), and stage history notes (Note type). We also configure any non-standard job opening status values required to match Dover's per-job pipeline variants. Schema configuration is validated in BambooHR's sandbox or test environment before production data is loaded.
CSV transformation and field mapping
We transform the Dover CSV exports into the column format required by BambooHR's API import. This includes resolving Dover's per-job pipeline stages to BambooHR job opening status values using the mapping document from scoping, splitting compound scorecard exports into individual custom field values, normalizing date formats to ISO 8601, and validating email addresses against BambooHR's format requirements. Any records with missing required fields are held in a quarantine sheet for the customer to resolve before re-import.
Job openings migration
We migrate Dover Job records to BambooHR Job Openings first, as the job opening ID is a required lookup field on applicant records. Each Dover job maps to one BambooHR job opening with title, department, location, and description preserved. Job status (Open, Paused, Closed) maps to BambooHR job opening status. The Dover job ID is stored in a BambooHR custom field for reconciliation. All job openings must be migrated before applicant records are loaded.
Applicant and candidate migration
With job openings established, we migrate Dover candidate records as BambooHR applicants linked to the correct job opening ID. Each candidate's current stage maps to the BambooHR job opening status at migration time. Stage history migrates as notes on the applicant record in reverse-chronological order. Candidate source, Dover AI scores, and any scorecard text migrate to the custom fields configured in step 2. We run row-count reconciliation after each import batch and flag any records rejected by BambooHR's validation for correction and re-import.
User provisioning and access handoff
Dover users (recruiters, hiring managers, admins) migrate as BambooHR employee records that also serve as user accounts. We match by email and create inactive employee records for any Dover user who is pending invitation or inactive. External recruiters from Dover's Recruiting Marketplace are documented separately for the customer to re-invite through BambooHR's standard invitation flow. We do not migrate Dover user permissions or roles; BambooHR's access levels (Admin, Manager, Employee) are configured by the customer's admin post-migration.
Cutover, delta sync, and automation inventory delivery
We freeze writes to Dover during the cutover window, run a final delta migration of any records modified during the migration window, and mark BambooHR as the system of record. We deliver a written inventory of any Dover automations, scorecard templates, and workflow-like features the customer configured, with recommendations for rebuilding equivalent functionality in BambooHR's workflow builder. We support a five-business-day hypercare window for reconciliation issues. We do not rebuild Dover automations as BambooHR workflows; that work is handled by the customer's admin or an implementation partner.
Platform deep dives
Dover
Source
Strengths
Weaknesses
BambooHR
Destination
Strengths
Weaknesses
Complexity grading
Standard HRMS migration. All 7 core objects map 1:1 between Dover and BambooHR.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Dover and BambooHR.
Object compatibility
All 7 core objects map 1:1 between Dover 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
Dover: Not publicly documented.
Data volume sensitivity
Dover 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
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FAQ
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