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Technical Documentation & Standards

ATS Audit Methodology

Deterministic evaluation criteria modeled on Workday, Greenhouse, Lever, iCIMS, and Official Harvard Standards.

1. Canonical 1-Column Layout

ATS OCR parsers read from left to right. 2-column layouts, tables, or text boxes scramble employment history. We enforce clean, linear formatting.

2. Keyword Taxonomy & Density

We cross-reference CV competencies against explicit and implicit requirements of the target role, calculating hard skill and methodology coverage.

3. Google XYZ Bullet Formula

We evaluate every achievement against top recruiters' golden standard: 'Accomplished [X] as measured by [Y], by doing [Z]', securing quantifiable metrics (%, $, time).

4. Strict Factual Grounding

Zero hallucination of companies, dates, or non-existent titles. Our optimization strategically repositions your genuine experience without inventing facts.

Why are 75% of resumes filtered before reaching human recruiters?

Mid-size and enterprise companies use Applicant Tracking Systems (ATS) to automatically rank thousands of applications. If a resume contains non-standard visual elements (bar charts for skills, icons instead of text, or hidden tables), the system rejects it due to parsing errors or assigns an artificially low score.

How we calculate the ATS Match Score (0 - 100)

The overall score is weighted across 4 critical dimensions:

  • Structure & Formatting (25%): Standard section headings (Experience, Education, Skills) and absence of layout traps.
  • Keyword Coverage (35%): Exact and semantic matching of required technologies and job qualifications.
  • Quantifiable Impact (25%): Ratio of bullet points containing metrics, percentages, numbers, or business impact.
  • Role & Seniority Alignment (15%): Consistency between candidate headline and the target level.

The 1-Column Harvard Standard

The Harvard University resume format is the gold standard adopted by elite HR departments globally due to its peerless human readability and 100% compatibility with automated parsers.