Every node and edge
Knowledge graph explorer
Interactive knowledge graph of 96 nodes and 276 edges along the hiring funnel: barriers, causal mechanisms, emitted observations, and systemic feedback loops.
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Barriers and mechanisms as text
- bar.requisition_approval_public_postingRequisition Approval & Public Posting
- bar.outbound_sourcing_talent_pool_contactOutbound Sourcing & Talent Pool Contact
- bar.application_ingestionApplication Ingestion
- bar.automated_filter_parser_thresholdAutomated Filter & Parser Threshold
- bar.inbound_screening_triageInbound Screening & Triage
- bar.recruiter_screening_callRecruiter Screening Call
- bar.technical_screen_live_assessmentTechnical Screen / Live Assessment
- bar.take_home_work_sample_evaluationTake-Home / Work Sample Evaluation
- bar.hiring_manager_in_depth_reviewHiring Manager In-Depth Review
- bar.team_cross_functional_panelTeam & Cross-Functional Panel
- bar.compensation_levelling_reconciliationCompensation & Levelling Reconciliation
- bar.headcount_executive_budget_approvalHeadcount & Executive Budget Approval
- bar.reference_background_verificationReference & Background Verification
- bar.offer_closing_contract_executionOffer Closing & Contract Execution
- bar.client_profile_approval_and_client_interviewClient Profile Approval and Client Interview
- bar.probation_period_post_start_confirmationProbation Period & Post-Start Confirmation
- mech.ats_parser_extraction_failureATS Parser Extraction Failure
- mech.automated_application_expiration_timeoutAutomated Application Expiration Timeout
- mech.automated_keyword_qualification_filterAutomated Keyword / Qualification Filter
- mech.bench_priority_fillBench-Priority Fill
- mech.bid_conditional_talent_poolBid-Conditional Talent Pool
- mech.communication_or_working_style_frictionCommunication or Working Style Friction
- mech.domain_specificity_over_weightingDomain Specificity Over-Weighting
- mech.employment_gap_downranking_biasEmployment Gap Downranking Bias
- mech.experience_age_grading_mismatchExperience-Age Grading Mismatch
- mech.genuine_technical_skill_shortfallGenuine Technical Skill Shortfall
- mech.headcount_freeze_or_budget_cancellationHeadcount Freeze or Budget Cancellation
- mech.hidden_evaluation_rubric_or_undisclosed_priorityHidden Evaluation Rubric or Undisclosed Priority
- mech.hiring_manager_consensus_impasseHiring Manager Consensus Impasse
- mech.inflated_requisition_requirements_vs_actual_team_needsInflated Requisition Requirements vs Actual Team Needs
- mech.interview_resource_scheduling_saturationInterview Resource & Scheduling Saturation
- mech.location_or_timezone_compliance_constraintLocation or Timezone Compliance Constraint
- mech.mid_process_role_requirement_redefinitionMid-Process Role Requirement Redefinition
- mech.portfolio_work_artifact_misinterpretationPortfolio / Work Artifact Misinterpretation
- mech.pre_selected_internal_candidatePre-Selected Internal Candidate
- mech.probation_used_as_extended_de_facto_interviewProbation Used as Extended De-Facto Interview
- mech.recruiter_volume_quota_incentive_distortionRecruiter Volume & Quota Incentive Distortion
- mech.reference_check_discrepancy_or_regulatory_ineligibilityReference Check Discrepancy or Regulatory Ineligibility
- mech.speculative_sourcing_talent_pooling_without_openingSpeculative Sourcing / Talent Pooling Without Opening
- mech.stale_or_orphaned_job_requisitionStale or Orphaned Job Requisition
- mech.start_date_slippage_and_post_acceptance_revocationStart-Date Slippage and Post-Acceptance Revocation
- mech.stronger_competing_candidate_in_final_cohortStronger Competing Candidate in Final Cohort
- mech.take_home_evaluation_fatigue_asymmetryTake-Home Evaluation Fatigue & Asymmetry
- mech.unstated_compensation_band_discrepancyUnstated Compensation Band Discrepancy