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Programmatic ATS Specification
Greenhouse
Dominant in Tech Scaleups & High-Growth StartupsParser: Textkernel / Apache Tika

Greenhouse ATS Knockout Filters & Resume Ingestion Guide

How to pass Greenhouse ATS screening. Learn how automated scorecard filters, custom knockout questions, and Textkernel parser rules operate.

Ingestion Architecture & Core Takeaway:

Greenhouse is renowned for structured hiring workflows and customizable candidate scorecards. While its parser handles modern formats relatively well, Greenhouse enables hiring teams to configure rigid automated knockout filters on custom application questions and scorecard criteria.

Primary Silent Rejection Vector:

Custom application question knockout rules and recruiter scorecard flag mismatches

Automated Knockout Filters on Greenhouse

Non-Compensable Gates
Custom Questions100% Fatal (Automated Reject)
Trigger Condition:
Answering 'No' to required experience question
Defensible Fix:
Audit role requirements and answer accurately with verified evidence
Salary Range80% Fatal (Filter Exclusion)
Trigger Condition:
Target salary input exceeding maximum approved budget band
Defensible Fix:
Enter realistic market rate or leave flexible if allowed
Location & Commute95% Fatal (Geographic Filter)
Trigger Condition:
Applicant outside specified geographic hiring radius
Defensible Fix:
Indicate willingness to relocate or verify remote eligibility
Scorecard Criteria75% Fatal (Scorecard Downgrade)
Trigger Condition:
Missing core required tech stack keywords in parsed text
Defensible Fix:
Evidenced inclusion of mandatory technical tools in vault bullets

Format Compliance: Do's and Don'ts

ISO/IEC 29500-1 Standards
Rule DimensionCompliant Standard (Do)Disqualifying Trap (Don't)
Clean Plaintext ExtractionVerify text extracts cleanly without garbled characters or ligand symbolsDo not use obscure custom fonts or embedded vector shapes
Direct Section AnchoringKeep education, experience, and projects distinctly demarcatedDo not intermingle chronological jobs into functional skill clouds
Attested Bullet ClaimsAnchor every bullet in verifiable accomplishmentsDo not generate hallucinated claims from generic AI chatbots
Interactive Preflight Checklist

5-Point Submission Readiness Audit for Greenhouse

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