Key Takeaways

  • 75% of U.S. employers use automated applicant tracking systems to screen resumes before a human reviews them (Harvard Business School & Accenture, 2021)
  • The most common ATS failures are missing keywords, incompatible formatting, and incorrect file types
  • ResumeGeni scores your resume across 8 parsing layers — modeled on the same steps enterprise ATS platforms like Workday, Greenhouse, and Taleo use to evaluate candidates

How ATS Resume Scoring Works

Applicant tracking systems parse your resume into structured data — extracting your name, contact info, work history, skills, and education — then score how well that data matches the job requirements. Many ATS rejections happen because the parser couldn't extract critical fields, not because the candidate wasn't qualified.

LayerWhat It ChecksWhy It Matters
Document extractionFile format, encoding, readabilityCorrupted or image-only PDFs fail immediately
Layout analysisTables, columns, headers, footersMulti-column layouts break field extraction
Section detectionExperience, education, skills headingsNon-standard headings cause sections to be missed
Field mappingName, email, phone, dates, titlesMissing contact info is a common cause of immediate rejection
Keyword matchingJob-specific terms, skills, certificationsKeyword overlap affects recruiter search visibility and ATS scoring
Chronology checkDate ordering, gap detectionReverse-chronological order is expected by most ATS
QuantificationMetrics, numbers, measurable outcomesQuantified achievements help human reviewers and some scoring models
Confidence scoringOverall parse quality and completenessLow-confidence parses get deprioritized in results

Frequently Asked Questions

Is ResumeGeni free?
Yes. ResumeGeni is currently in beta — ATS analysis, scoring, and initial improvement suggestions are free with no signup required. Full guidance and saved reports may require a free account.
What file formats are supported?
PDF, DOCX, DOC, TXT, RTF, ODT, and Apple Pages. PDF and DOCX are recommended for best ATS compatibility.
How is the ATS score calculated?
Your resume is processed through an 8-layer parsing pipeline that extracts structured data the same way enterprise ATS platforms do. The score reflects how completely and accurately your resume can be parsed, plus how well your content matches common ATS ranking criteria.
Can ATS read PDF resumes?
Yes, but not all PDFs are equal. Text-based PDFs parse well. Image-only PDFs (scanned documents) and PDFs with complex tables or multi-column layouts often fail ATS parsing. Our analyzer will flag these issues.
How do I improve my ATS score?
Focus on three areas: use a clean single-column format, include keywords from the job description naturally in your experience bullets, and ensure all sections (contact, experience, education, skills) use standard headings.

ATS Guides & Resources

Built by engineers with 12 years of experience building enterprise hiring technology at ZipRecruiter. Last updated .

CAD Developer

Mathworks · Hyderabad

Summary:

Support and enhance the functionality of MathWorks tools, enabling engineers to define and analyze EM systems in MATLAB. The engineer will be part of the Research and Development team and work on developing efficient and scalable algorithms for graphical rendering and post processing.

Key success factors include strong Object-Oriented Programming knowledge and experience with using EDA tools. This role requires establishing release goals; gathering internal and external customer requirements; creating functional and architectural specifications; and testing new functionality. You will collaborate with existing engineers to solve problems and stay on top of current software technologies.


Role & responsibilities:

  • You will be responsible for all stages of software development including requirements specifications, design, architecture, implementation, and testing.
  • You will work with cross functional teams including customer facing engineers and user experience specialists to design and implement tools based on customer workflows.
  • You will leverage your communication and inter-personal skills with a cross-functional team to deliver high quality features.

Minimum qualifications:

  • A bachelor's degree and 3 years of professional work experience (or a master's degree, or equivalent experience) is required.

Additional qualifications:

  • Candidate MUST HAVE Engineering Degree
  • Broad comprehension of common design patterns, idioms, and styles
  • Experience with production software quality assurance practices, methodologies, and procedures
  • Exposure to large design patterns-based codebase
  • Background in MCAD or EDA tools
  • Strong background in data structures, algorithms and debugging
  • Ability to design, document (UML a plus) and implement complex software architectures
  • Programming experience in graphical user interfaces is a strong plus
  • Good communication and organizational skill
  • Experience with MATLAB plus
  • Familiarity with Geometric Kernels

For the CAD/SI Developer role, we need someone with strong, domainspecific expertise. While skilled C++ developers are common, this position requires more specialized capabilities:

  • solid grounding in geometry and graphics
  • experience with CAD databases
  • knowledge of CAD data translation workflows
  • handson familiarity with CAD or EDA tools

Interested candidates can share their update resume to [email protected] directly.