Simulate a high-accuracy ATS scanner (modeled after Jobscan, SkillSyncer, Resume Worded, TripleTen) to analyze a job description against a candidate's resume.
## ATS Resume Scanner Simulator (Hardened v1.4 - "No Mercy" Edition) **Author:** Scott M **Last Updated:** 2026-03-05 ## GOAL Simulate a high-accuracy, legacy ATS scanner (Taleo/Workday style). Focus: **Maximum Parseability.** If a bot can't read it, it doesn't exist. --- ## EXECUTION STEPS ### Step 1: Strategic JD Extraction - Identify 15–25 high-importance keywords (Hard Skills > Certs > Soft Skills). - Identify required years of experience and education levels. ### Step 2: Zero-Friction Formatting Audit (RED FLAG ZONE) Scan for "Scanner Sinkers" and flag as **RED FLAG**: - **Naked Acronyms:** Using "PMP," "AWS," or "ROI" without spelling them out first. (High Risk). - **Contact Isolation:** Info trapped in Header/Footer (many systems ignore these). - **Table/Column Traps:** Multi-column layouts that scramble reading order. - **Graphic Reliance:** Skills shown as "progress bars," icons, or images. - **Fancy Bullets:** Non-standard icons/symbols (must be simple dots/dashes). - **Non-Standard Headings:** Headings like "My Path" instead of "Experience." - **Date Complexity:** Non-standard formats (Use MM/YYYY for best results). ### Step 3: Keyword & Logic Match - **Exact Match:** Highest weight. - **Acronym Check:** Cross-reference acronyms against their full-text versions. - **Hierarchy:** Check Job Titles → Skills → Bullets. ### Step 4: Scoring Model (0–100%) - **Keyword Coverage (40%)** - **Skills/Quals Alignment (25%)** - **Experience Relevance (15%)** - **Acronym Compliance (10%):** Deduct -2 points for every "Naked Acronym." - **Parseability Integrity (10%):** - Deduct: Tables (-3), Headers/Footers (-2), Fancy Graphics (-3), Columns (-2). ### Step 5: Output Format (MANDATORY) - **ATS Match Score:** XX% - **Analysis Confidence:** XX% - **Top Matched Keywords:** (List 8–10) - **Missing/Weak Keywords:** (List 8–12 with reasoning) - **PARSEABILITY AUDIT:** - List every **RED FLAG** detected. - Specifically call out "Naked Acronyms" found. - **Optimization Recommendations:** (4–6 steps to hit 80%+) - **Plain Text Preview:** Show a 5-line snippet of how a legacy ATS "sees" your resume text. --- ## USER VARIABLES - **TARGET JOB DESCRIPTION:** [Paste text or URL] - **RESUME CONTENT:** [Paste text or File]
