HRMS migration

Migrate from Screenloop to BambooHR

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

Screenloop logo

Screenloop

Source

BambooHR

Destination

BambooHR logo

Compatibility

80%

8 of 10

objects map 1:1 between Screenloop and BambooHR.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Screenloop to BambooHR is a transition from a dedicated AI-native ATS to an HRIS where recruiting sits as one module among many. Screenloop's core objects (Candidates, Jobs, Pipeline Stages, Scorecards, Interview Records, References, Background Checks, Training Modules) have partial equivalents in BambooHR, but BambooHR flattens applicants as records attached directly to job openings rather than as a separate Candidate object with a separate Application record. We extract Screenloop data through CSV-based admin exports, map each object to BambooHR's employee and applicant schema, and load through BambooHR's documented REST API with API key authentication. Screenloop's Interview Intelligence layer (audio recordings and AI-generated transcripts) cannot be programmatically pulled due to the absence of a documented export endpoint; we export transcript text and structured scorecard fields while flagging audio files for direct export through Screenloop support. Scorecard templates, background check summaries, reference survey results, and training module completion records map to BambooHR's custom fields and notes, but BambooHR's API does not support Information fields, section headers, or multiple-selection list fields, which constrains how rich the destination schema can be.

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

Screenloop logo

Screenloop

What's pushing teams away

  • Users want granular control over Slack notification routing, reporting that current Slack integration lacks the depth to filter which alerts reach which channels.
  • Smaller teams report occasional difficulty navigating advanced analytics and reporting features that feel more suited to mid-market users.
  • Early-stage platform maturity means some enterprise-grade controls like audit logging, role-based field restrictions, and org-wide data retention policies are limited or undocumented.

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 Screenloop objects map to BambooHR

Each row shows how a Screenloop 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.

Screenloop

Candidate

maps to

BambooHR

Applicant

1:1
Fully supported

Screenloop Candidates (name, email, phone, location, source, application date) map to BambooHR Applicant records. Screenloop's Candidate represents a person with a persistent profile across multiple job applications; BambooHR flattens each application into an Applicant record tied directly to a Job Opening. We preserve the candidate's application history by linking multiple BambooHR Applicant records to the same Employee record after hire, and we carry forward the original Screenloop application date as a custom field. Custom fields on Screenloop Candidates map to BambooHR custom fields, but BambooHR's API cannot pass Information fields, section headers, or multi-select lists, so these require pre-migration configuration or manual post-migration entry.

Screenloop

Job

maps to

BambooHR

Job Opening

1:1
Fully supported

Screenloop Job postings map directly to BambooHR Job Openings. Title, department, location, employment type, and job description transfer as-is. Active versus closed status preserves. We flag any job-specific custom fields and note that BambooHR's job pipeline stages are configurable per job opening through the Job Pipeline step added in August 2024, allowing the customer's HR admin to arrange status ordering to match Screenloop's pipeline stage sequence.

Screenloop

Pipeline Stage

maps to

BambooHR

Job Opening Status

lossy
Fully supported

Screenloop's configurable pipeline stages (Applied, Screening, Interview, Offer, etc.) map to BambooHR Job Opening status values. We extract the full stage ordering and stage-specific rules from Screenloop during the audit phase and provide a mapping spreadsheet for the customer to align stage labels with BambooHR's status field. BambooHR's automated email triggers (associated with candidate movement to a specific status, added in August 2024) require manual recreation after migration as they do not migrate as automation code.

Screenloop

Scorecard

maps to

BambooHR

Custom Fields + Notes

1:1
Fully supported

Screenloop scorecards contain structured ratings, free-text feedback, and AI-generated notes from the Interview Intelligence layer. We export the structured rating criteria as numeric or text custom fields on the BambooHR Applicant record, and we attach the free-text feedback and AI-generated notes as Note records linked to the Applicant. The rating categories themselves (criteria names, weighting) must be recreated as BambooHR custom field names by the customer's admin since BambooHR does not have a native scorecard template object. We provide a scorecard mapping document during scoping.

Screenloop

Interview Record

maps to

BambooHR

Applicant Notes + Custom Fields

1:1
Fully supported

Screenloop Interview Records include scheduled date, interviewer assignment, interview type, duration, and outcome. We map interview date to a custom date field, interviewer to a custom text or employee lookup field, and interview outcome to a custom picklist or text field. The transcript text generated by Screenloop's Interview Intelligence layer exports as a Note record attached to the Applicant. The raw audio file cannot be pulled programmatically due to the absence of a documented download endpoint; we flag this for direct export via Screenloop support if audio is required for compliance or legal retention purposes.

Screenloop

Reference

maps to

BambooHR

Custom Fields + Notes

1:1
Fully supported

Screenloop's Modern Referencing feature collects automated referee survey responses with soft-skill feedback, referee name, and relationship to candidate. We export reference data as custom fields on the Applicant record (referee name, relationship, submission date, feedback summary) and attach detailed survey responses as Note records. BambooHR has no native referencing module, so the data lands as structured text rather than a formal reference object. We flag any third-party reference check providers (Checkr, GoodHire, etc.) whose raw PDF reports cannot be imported through the API and must be handled separately.

Screenloop

Background Check

maps to

BambooHR

Custom Fields + Notes

1:1
Fully supported

Background check records in Screenloop include check type, provider, status, and outcome summary. We export the structured result data as custom fields on the BambooHR Employee record (post-hire) or Applicant record (pre-hire), including check type, provider name, status, and outcome summary as text. Raw supporting documents such as PDF reports from third-party providers cannot be imported through BambooHR's API and must be transferred manually or through document management tooling. We flag this gap in the audit report and advise the customer on document retention options.

Screenloop

Training Module

maps to

BambooHR

Custom Fields + Notes

1:1
Fully supported

Screenloop's Interviewer Training library contains module completion records per user with assessment scores. We export which modules each user has completed and their assessment scores as custom fields on the BambooHR Employee record (module name, completion date, score). The actual training content (video, slides, assessments) does not transfer; BambooHR has no native LMS and training content would need to be sourced from a separate LMS platform or rebuilt. We provide a training completion mapping spreadsheet so the customer can align Screenloop module names with any future LMS they deploy.

Screenloop

User

maps to

BambooHR

Employee

1:1
Fully supported

Screenloop User accounts (Admin, Hiring Manager, Recruiter, Interviewer) map to BambooHR Employee records. We preserve name, email, and role assignment where BambooHR supports equivalent role structures (Full Access, Manager, Employee). Screenloop's team assignments map to BambooHR department or custom fields. Owner-to-candidate associations that persist interview attribution in Screenloop transfer as custom fields on the Applicant record since BambooHR does not have a native interviewer assignment object.

Screenloop

Custom Field

maps to

BambooHR

Custom Field

lossy
Fully supported

Screenloop custom fields on Candidates, Jobs, and Interviews export with their data types (text, number, date, single-select, multi-select). We apply a field-level mapping step to align types with BambooHR's supported custom field types: short answer (text), long answer (text area), single answer (dropdown), multiple answers (note: BambooHR's API cannot pass multi-select list fields, so these convert to text fields or require manual post-migration entry). We coordinate custom field creation through BambooHR's self-service Custom Field Builder (accessible via Settings > Custom Fields, added in 2024) or through a support ticket for fields requiring tab placement.

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.

Screenloop logo

Screenloop gotchas

High

No documented public API complicates automated migration

High

Interview Intelligence recordings and AI notes require special handling

Medium

Scorecard templates are Screenloop-native and need remapping at destination

Medium

No documented bulk export endpoint for historical transactions

Low

Platform maturity and audit trail gaps for compliance migrations

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

  • Screenloop has no documented public API

    Screenloop does not publicly document API endpoints, authentication methods, or rate limits on a developer portal. Bulk data export must rely on CSV extraction from the admin UI or manual record-by-record retrieval, which limits migration speed for large candidate volumes. We coordinate with the customer's Screenloop account to generate data exports through available admin interfaces, map the resulting files to our standard ATS schema, and handle the increased scoping and transformation effort that CSV-based extraction requires compared to API-driven migrations. Migration timelines may extend for accounts with large candidate volumes due to the absence of a bulk-read API.

  • Interview Intelligence audio and transcripts cannot be programmatically exported

    Screenloop's Interview Intelligence layer generates transcripts and AI-generated scorecard notes stored in a proprietary format. The audio recording files are hosted by Screenloop and do not expose a direct download URL via any documented endpoint. We export the transcript as text and the AI-generated scorecard notes as structured fields attached to the Applicant record, but the raw audio cannot be pulled through any automated means. We flag this during scoping and advise customers to request audio exports directly from Screenloop support if required for compliance, legal, or DEI review purposes.

  • BambooHR API cannot pass Information fields, section headers, or multi-select lists

    BambooHR's API has documented limitations on what field types can be passed during import: Information fields, section headers, and multiple-selection list fields cannot be transferred via API. This constrains how rich the destination schema can be when migrating scorecards, interview records, and reference survey data that may have used these field types in Screenloop. We flag any Screenloop custom fields that fall into these restricted BambooHR types during the audit phase and advise the customer to pre-create them manually in BambooHR or accept them as text fields with a note appended explaining the original data structure.

  • BambooHR flattens applicants against job openings — no standalone candidate object

    Screenloop maintains a separate Candidate object that persists across multiple job applications, with each application represented as a distinct record linked to a Job. BambooHR flattens applicants as records attached directly to a Job Opening, with no persistent Candidate object that carries application history across roles. We handle this by linking multiple BambooHR Applicant records to the same Employee record post-hire and preserving the original Screenloop application dates as custom fields, but teams that rely on Screenloop's cross-job candidate history view will need to adjust their reporting approach in BambooHR.

  • Screenloop scorecard templates require manual remapping at destination

    Screenloop's scorecard structure (rating criteria, weighting, free-text fields) is configured per job or per team within Screenloop. These templates do not automatically transfer to BambooHR, which has no native scorecard template object. We extract the full scorecard schema for each job during the audit phase, map the rating criteria to BambooHR custom fields on the Applicant record, and provide a mapping spreadsheet so the customer can align criteria names and weighting before final import. The actual scorecard template UI must be rebuilt manually in BambooHR by the customer's admin.

Migration approach

Six steps for a successful Screenloop to BambooHR data migration

  1. Discovery and CSV extraction coordination

    We audit the Screenloop account across all active objects: Candidates, Jobs, Pipeline Stages, Scorecards, Interview Records, References, Background Checks, Training Modules, Users, and Custom Fields. Since Screenloop has no documented API, we coordinate with the customer's Screenloop account admin to generate CSV exports from each object type through the admin UI. We assess candidate volume, job count, pipeline stage complexity, scorecard template variety, and the scope of Interview Intelligence data requiring export. The discovery output is a written migration scope, a data completeness assessment, and a list of any gaps where data cannot be extracted through available UI exports.

  2. BambooHR schema preparation and field mapping design

    We design the destination schema in BambooHR based on the extracted Screenloop data. This includes creating custom fields for scorecard ratings, interview outcomes, reference data, background check summaries, and training completion records. We use BambooHR's self-service Custom Field Builder for standard field types and escalate to BambooHR support for complex placements. We flag any Screenloop fields that map to BambooHR's API-restricted types (Information fields, section headers, multi-select lists) and advise the customer on pre-creation or alternative mapping. We also configure Job Opening pipeline stages to match Screenloop's stage ordering, using BambooHR's Job Pipeline step introduced in August 2024.

  3. Staged CSV extraction and data transformation

    We extract Screenloop data in dependency order: Jobs first (since BambooHR applicants attach directly to job openings), then Candidates mapped to Applicants, then Scorecards and Interview Records as notes and custom fields, then References and Background Check summaries as structured notes, then Training Module completions as employee custom fields. Each extract undergoes a transformation step to align field names, data types, picklist values, and date formats with BambooHR's expected schema. We preserve stage history as timestamped custom fields and attach interview transcripts as Note records. We flag any orphaned records or references that cannot be resolved through available export data.

  4. Sandbox validation and reconciliation

    We load the transformed data into a BambooHR test environment to validate record counts, field mappings, and attachment integrity. The customer's HR lead spot-checks 25-50 applicant records against the Screenloop source, confirms that scorecard ratings and interview dates appear correctly, and verifies that reference and background check data landed in the expected format. Any mapping corrections (field name mismatches, picklist value gaps, custom field type issues) happen in this phase before production migration begins. BambooHR's API uses a {companyDomain}.bamboohr.com/api/ format adopted in July 2025, which we use for all production API calls.

  5. Production migration in dependency order

    We run production migration into BambooHR in record-dependency order: Job Openings first (established as the parent record for all applicants), then Employees (for users who are also employees in BambooHR's HRIS), then Applicants (mapped from Screenloop Candidates), then Notes and custom fields attached to Applicants. Interview transcripts attach as Note records; scorecard ratings and reference data attach as structured custom fields. Background check summaries and training completion records attach to Employee records for post-hire data. Each phase emits a row-count reconciliation report before the next phase begins. We handle BambooHR API rate limits with exponential backoff and chunked batch processing.

  6. Cutover, validation, and handoff documentation

    We freeze Screenloop writes during cutover and run a final delta migration of any records modified during the migration window. We enable BambooHR as the system of record for applicant tracking and HR data. We deliver a written inventory of scorecard template schemas requiring manual recreation in BambooHR, a list of Interview Intelligence audio files requiring manual export from Screenloop support, and a reference and background check document handoff checklist. We support a one-week hypercare window for reconciliation issues. We do not rebuild Screenloop automations (if any exist), interview scheduling workflows, or reference survey sequences in BambooHR as part of the migration scope.

Platform deep dives

Context on both ends of the pair

Screenloop logo

Screenloop

Source

Strengths

  • AI Notetaker auto-populates interview scorecards from recorded sessions, eliminating manual note-taking for hiring teams.
  • All-in-one Talent Operations Platform replaces multiple standalone tools with a single subscription and unified data model.
  • Automated interview scheduling with calendar sync and candidate reminders reduces coordination overhead across hiring teams.
  • Interview Intelligence records, transcribes, and analyzes interviews to surface soft-skill insights and candidate fit signals.
  • Strong customer-reported outcomes: 50% faster hiring, 74% time-to-hire reduction, 26% improvement in candidate NPS.

Weaknesses

  • No publicly documented API — bulk data export and programmatic migration require custom integration work or CSV-based extraction.
  • Platform originated as a hiring-intelligence tool and has expanded into a full ATS, meaning some enterprise-grade controls are still maturing.
  • Interview recordings and AI-generated transcripts are stored in Screenloop's proprietary Interview Intelligence layer and may not be directly portable.
  • Slack integration lacks granular notification routing controls, frustrating users who want fine-grained alert filtering.
  • Small review sample size on G2 (41 reviews) makes it difficult to assess consistency of experience across different team sizes.
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 Screenloop 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

    Screenloop: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Screenloop 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 Screenloop to BambooHR data migrations

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

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Most migrations land between three and five weeks for accounts under 5,000 candidates and 200 jobs with straightforward pipeline structures and a manageable number of scorecard templates. Migrations with large candidate volumes (10,000+ records), complex multi-stage pipeline histories, scorecard remapping across 50 or more job types, or incomplete reference and background check exports extend to seven to twelve weeks due to the manual CSV extraction coordination required from Screenloop's side.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Screenloop.
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