Registry Directory
Forensic taxonomy of 65 nodes across 6 ontological layers: Observations, Barriers, Mechanisms, Patterns, Loops, and Interventions.
Complete silence after submission
No automated receipt, acknowledgement, rejection, or recruiter outreach is received following application submission.
Generic "closer alignment" rejection template
Standard automated email stating the team decided to proceed with candidates whose profiles more closely match role requirements.
Position closed after final interview without hire
Candidate completes all interview rounds, but is informed that the requisition has been cancelled, frozen, or closed.
Materially similar role reposted shortly after rejection
Candidate observes the same or near-identical job listing reposted or refreshed on job boards within 1–8 weeks of rejection.
Compensation band reduced or altered mid-process
Offered or discussed compensation band is revised downward from previously agreed or advertised range.
Take-home assignment exceeding reasonable stated scope
Take-home assignment requires building complex production-grade features demanding 20+ hours instead of stated 2–4 hours.
Multiple interview reschedulings or interviewer no-show
Interviews are repeatedly postponed, delayed at short notice, or interviewer fails to join scheduled call.
Explicit feedback citing skill-depth shortfall
Interviewer or recruiter provides structured notes citing a specific deficit in algorithmic complexity, architecture, or tool mastery.
Rejection within minutes of application submission
Automated rejection email arrives within 2 to 30 minutes of form submission, outside human business hours.
Communication mismatch or tone friction in panel
Noticeable divergence in communication style, pacing, or terminology during live panel discussions.
Offer rescinded or delayed due to internal freeze
Candidate is verbally offered a role or receives written offer which is subsequently delayed or retracted before start date.
Unsolicited recruiter outreach followed by ghosting
Recruiter initiates direct outreach expressing strong interest, but ceases communication after candidate responds with availability.
Feedback stating candidate is overqualified for the grade
Candidate is rejected on the grounds that their experience, seniority, or previous scope exceeds the open position tier.
Conflicting feedback across different interviewers
Feedback from one round praises architectural depth while another round claims insufficient technical background.
Requisition Approval & Public Posting
The gate that exists before any candidate does: headcount is authorized, the job description is written, and the requisition is published (or quietly kept open) on careers pages and job boards.
Outbound Sourcing & Talent Pool Contact
Recruiter-initiated outreach to passive candidates and talent-pool building, independent of any inbound application.
Application Ingestion
The initial ingestion gate where candidate CV and structured application fields enter the talent acquisition database / ATS.
Automated Filter & Parser Threshold
Algorithmic text extraction, keyword scoring, compliance screening (location/work authorization), and knockout question evaluations.
Inbound Screening & Triage
Recruiter or sourcing coordinator manual review of parsed inbound applications vs active outbound talent pipelines.
Recruiter Screening Call
Initial conversational interview evaluating salary expectations, timeline, communication, English fluency, and high-level role alignment.
Technical Screen / Live Assessment
Synchronous technical evaluation assessing core technical competencies, problem-solving speed, and system architecture fundamentals.
Take-Home / Work Sample Evaluation
Asynchronous technical assignment or project artifact reviewed by engineering peers against quality benchmarks.
Hiring Manager In-Depth Review
Detailed evaluation of candidate seniority, project ownership history, trade-off reasoning, and team-specific mission fit.
Team & Cross-Functional Panel
Multi-interviewer round assessing collaborative problem solving, code review etiquette, cross-functional communication, and cultural norms.
Compensation & Leveling Reconciliation
Internal alignment between candidate expected compensation/level and company pay bands / leveling grid.
Headcount & Executive Budget Approval
Formal sign-off by department leadership, finance, and talent committee to commit budget for the written offer.
Reference & Background Verification
Third-party or internal verification of past employment records, academic degrees, and professional references.
Offer Closing & Contract Execution
Final mutual execution of the formal employment agreement and start-date confirmation.
Genuine Technical Skill Shortfall
The candidate’s verified technical execution or domain depth does not meet the established baseline for the role level.
Stronger Competing Candidate in Final Cohort
Candidate cleared all passing bars, but another applicant in the same pipeline demonstrated superior domain overlap or lower onboarding overhead.
ATS Parser Extraction Failure
Multi-column formatting, graphics, custom fonts, or unsupported document layouts cause ATS parser to corrupt or omit critical work history.
Unstated Compensation Band Discrepancy
Candidate market rate exceeds budgeted compensation for the requisition, but salary band was never published or clarified early.
Pre-Selected Internal Candidate
Requisition was publicly advertised to satisfy corporate policy or legal compliance while an internal employee was already earmarked for the role.
Stale or Orphaned Job Requisition
Job posting remains active on careers page and aggregator portals despite the team having ceased active hiring or closed headcount.
Headcount Freeze or Budget Cancellation
Executive leadership or finance halts all new hires across division due to macroeconomic factors or revenue shifts mid-interview process.
Automated Keyword / Qualification Filter
Deterministic filter rejecting applications missing exact acronyms, certifications, or specific years-of-experience thresholds.
Recruiter Volume & Quota Incentive Distortion
Recruiters optimize for pipeline velocity and superficial pattern-matching due to overwhelming applicant volume (500+ per req).
Hidden Evaluation Rubric or Undisclosed Priority
The interview team grades candidate against specific undisclosed architectural dogmas, internal frameworks, or unwritten biases.
Employment Gap Downranking Bias
Automated ranking algorithms or human screeners discount candidates with recent career breaks regardless of verified project history.
Interview Resource & Scheduling Saturation
Engineering interviewers are overwhelmed with sprint commitments, leading to calendar fragmentation, rush reviews, or dropped loops.
Mid-Process Role Requirement Redefinition
Team changes tech stack, seniority requirements, or project scope mid-funnel, invalidating previous interview assessments.
Location or Timezone Compliance Constraint
Company legal or tax entity cannot support remote employment contracts in candidate physical residency jurisdiction.
Communication or Working Style Friction
Candidate demonstrated abrasive tone, defensive reactions to critique, or inability to listen during collaborative interview problem solving.
Speculative Sourcing / Talent Pooling Without Opening
Recruiters proactively gather candidate pools for future anticipated headcount that is not yet authorized or funded.
Experience-Age Grading Mismatch
Candidate with 10+ years applied for mid/senior role, triggering fears of boredom, rapid churn, or salary dissatisfaction.
Domain Specificity Over-Weighting
Interviewer requires exact vertical experience (e.g. adtech, crypto, specific payment processor) over deep transferable systems fundamentals.
Take-Home Evaluation Fatigue & Asymmetry
Reviewers perform hurried 5-minute scans of complex 15-hour take-home projects, missing subtle architectural patterns and tests.
Automated Application Expiration Timeout
ATS configuration automatically issues bulk rejections to all pending unreviewed applications after 45 or 60 days.
Reference Check Discrepancy or Regulatory Ineligibility
Third-party check reveals unverified employment dates, unconfirmed degrees, or direct conflict of interest.
Hiring Manager Consensus Impasse
The interview panel splits 50/50 without an executive tiebreaker, defaulting conservatively to a "no-hire" decision.
Portfolio / Work Artifact Misinterpretation
Screeners overlook candidate role architecture due to non-standard repository layout or unindexed open-source contributions.
Inflated Requisition Requirements vs Actual Team Needs
Job description demands 10+ niche technologies and Staff-level qualifications for a straightforward feature engineering role.
Seniority Double Bind
Candidate is simultaneously rejected as overqualified for junior/mid roles and underqualified (or insufficiently specialized) for staff/leadership roles.
Closed-Then-Reposted Requisition Motif
A candidate completes multiple late-stage interviews, is rejected with a generic message, and sees the identical role reposted weeks later.
Experience-Age Impossibility
Requisition requires more years of hands-on experience in a specific framework or tool than that technology has existed in the open-source ecosystem.
Compensation Double Bind
Candidate is required to state salary expectation first; quoting high triggers immediate rejection, while quoting low triggers leveling downranking.
Employment Gap Penalty Loop
An employment gap triggers automated downranking (M-011), which pushes the profile below keyword and qualification filters (M-008); fewer interview invitations lengthen the gap, which in turn strengthens the downranking.
Take-Home Opportunity-Cost Saturation Loop
Candidates invest heavy hours into unbounded take-home assignments, reducing bandwidth for applications, while reviewers suffer evaluation fatigue.
Inflated-Requirements Search Saturation Loop
Teams write inflated requirements, filtering out strong generalists, prolonging open search, causing recruiter fatigue and mid-process role redefinitions.
Auto-Close Stale Job Requisitions
Implement automated ATS policy to expire public listings when headcount authorization lapses or no interview activity occurs within 60 days.
Upfront Compensation Band Disclosure
Publish verified salary and equity bands directly in job descriptions or disclose them prior to scheduling technical interview rounds.
Standardized Late-Stage Rejection Feedback Taxonomy
Provide candidates reaching technical or panel stages with structured, rubric-based feedback categories rather than generic templates.
Remove Career Gap Feature from Automated Ranking Models
Disable employment duration gap penalties in recruitment AI algorithms and screening models.
Candidate ATS Parser Conformance Test Utility
Provide candidates with an open-source parsing validation tool to verify CV machine-readability before submission.
Strict Take-Home Timebox & Blinded Evaluation Rubric
Enforce strict 3-hour scope limits on take-homes, compensate candidates for extended samples, and grade submissions blind.