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Systems Review in Applicant Tracking System

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This curriculum spans the full lifecycle of an enterprise ATS review, comparable in scope to a multi-phase advisory engagement, addressing technical, governance, and operational dimensions seen in large-scale HR system transformations.

Module 1: Defining Scope and Stakeholder Alignment

  • Selecting which departments (e.g., Recruiting, HRIS, Talent Acquisition Leadership) require formal representation on the review committee based on system dependency and data ownership.
  • Determining whether legacy integration points with HRIS or payroll systems will be included in the review or treated as out of scope.
  • Establishing decision rights for conflicting requirements between sourcers who prioritize candidate outreach tools and recruiters who emphasize workflow automation.
  • Deciding whether contractor and contingent workforce hiring processes will be evaluated under the same criteria as full-time employee hiring.
  • Documenting executive-level success metrics (e.g., time-to-fill, candidate drop-off rate) to anchor the review against business outcomes.
  • Setting boundaries for third-party vendor involvement in scoping discussions to prevent premature solution bias.

Module 2: Data Integrity and Migration Feasibility

  • Assessing completeness of historical candidate records, including gaps in resume parsing accuracy and missing application timestamps.
  • Identifying fields with inconsistent formatting (e.g., job titles, source codes) that require standardization before migration.
  • Evaluating whether GDPR or CCPA compliance constraints limit the transfer of candidate data to a new system.
  • Deciding on a cutoff date for archiving inactive candidate profiles to reduce migration volume and licensing costs.
  • Validating API rate limits and export capabilities of the current ATS to determine feasible extraction methods.
  • Mapping custom fields to standard schema elements in target systems to avoid data loss during transformation.

Module 3: Integration Architecture and System Dependencies

  • Reviewing existing SSO configurations (SAML 2.0 or OAuth) and determining compatibility with identity providers in the enterprise ecosystem.
  • Assessing whether job board integrations rely on legacy XML feeds or modern REST APIs, impacting maintenance overhead.
  • Deciding whether background check and onboarding systems will connect directly to the ATS or route through an integration middleware platform.
  • Identifying point-to-point integrations that lack monitoring and error logging, increasing operational risk.
  • Documenting data ownership for fields synchronized with HRIS (e.g., org structure, job codes) to prevent bidirectional conflicts.
  • Evaluating the need for real-time vs. batch synchronization based on downstream reporting requirements in workforce analytics tools.

Module 4: Workflow Design and Process Automation

  • Configuring conditional routing rules for candidate applications based on job family, geography, or requisition type.
  • Implementing automated rejection emails with opt-out mechanisms to comply with email communication regulations.
  • Designing approval chains for job postings that include legal, branding, and compensation stakeholders.
  • Setting up parallel review stages for diverse hiring panels while maintaining audit trails of individual feedback.
  • Defining escalation paths for stalled requisitions, including notification thresholds and ownership assignment.
  • Testing automation triggers for interview scheduling against calendar availability and time zone differences.

Module 5: User Access, Roles, and Security Governance

  • Assigning role-based permissions that restrict sensitive data (e.g., diversity demographics, compensation history) to authorized personnel.
  • Implementing field-level security to prevent recruiters from editing approved job descriptions without manager approval.
  • Establishing protocols for offboarding terminated employees, including immediate deactivation of ATS access.
  • Reviewing audit logs to detect unauthorized access or bulk data exports by users without business justification.
  • Defining criteria for temporary access elevation during peak hiring periods with automatic expiration.
  • Coordinating with IT security to ensure the ATS meets corporate standards for encryption, penetration testing, and vulnerability patching.

Module 6: Reporting Infrastructure and Analytics Requirements

  • Selecting core KPIs (e.g., source of hire, candidate conversion rates) for executive dashboards and defining calculation logic.
  • Validating timestamp consistency across stages to ensure accurate measurement of time-in-stage metrics.
  • Designing custom reports for business units with decentralized hiring authority while maintaining data governance.
  • Integrating ATS data with enterprise data warehouses using ETL pipelines that handle incremental updates.
  • Addressing discrepancies between self-reported candidate diversity data and mandatory EEO-1 reporting categories.
  • Setting refresh intervals for dashboards based on stakeholder needs and system performance constraints.

Module 7: Vendor Evaluation and Contractual Considerations

  • Comparing SLAs for system uptime and support response times across vendor proposals, including penalties for non-compliance.
  • Negotiating data ownership clauses to ensure the organization retains full rights to candidate and hiring data upon contract termination.
  • Evaluating the vendor’s roadmap for AI-driven features against current technical debt and change management capacity.
  • Assessing the cost structure of API usage beyond baseline limits, particularly for high-volume integrations.
  • Requiring documentation of the vendor’s disaster recovery plan and testing frequency for failover environments.
  • Verifying whether professional services for configuration and training are included or billed separately under the agreement.

Module 8: Change Management and Operational Transition

  • Developing a data cutover plan that specifies freeze periods for hiring activity during system migration.
  • Conducting role-specific training sessions for recruiters, hiring managers, and HR generalists based on task frequency.
  • Establishing a hypercare support model with dedicated internal resources available during the first 30 days post-launch.
  • Creating a feedback loop for users to report workflow bottlenecks or missing functionality in the new system.
  • Decommissioning legacy ATS instances only after validating data completeness and access to historical records.
  • Monitoring login rates and feature adoption metrics to identify teams requiring additional coaching or process refinement.