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 .

Fullstack Engineer - LATAM

Govworx · Remote - LATAM

Fullstack Engineer

Location: Remote (LATAM based)
Type: Full-time / Contract

About GovWorx

GovWorx is a mission-driven technology company dedicated to supporting public safety agencies—including 911 Emergency Communications Centers, law enforcement, and fire/EMS departments—through responsible AI solutions. Our platforms, such as CommsCoach, BluAssist, and MedAssist, leverage operational data to enhance training, quality assurance, and performance evaluation, aiming to improve staffing, morale, and efficiency across public safety sectors.

Position Overview

As a Software Engineer at GovWorx, you will be contributing on a team through the design, planning, and implementation phases of our Software Development Lifecycle. This includes participating in software design and architecture for the team’s projects, directly contributing to the development work, and providing peer review and guidance for the other engineers on the team. You will be expected to be self-driven and adhere to our quality, security, and architecture standards.

Key Responsibilities

  • Software Design & Architecture:

    • Produce clear architectural diagrams, documentation, and implementation plans.

    • Follow company architectural guidelines and industry best practices whether developing software for distribution as Software as a Service or on-premises.

  • Software Development:

    • Ability to write code across the entire stack; front-end, backend, and database.

    • Ability to write meaningful automated tests including Unit Tests, integration tests, and functional automation (e.g. Selenium, Playwright, etc).

  • Collaboration and Support:

    • Work closely with cross-functional teams, including engineering and customer success.

Qualifications

  • Bachelor’s degree in Information Technology, Computer Science, or a related field.

  • Minimum of 5 years of experience as an individual contributor working in software development, preferably within SaaS or technology-driven organizations.

  • Expertise in .NET and/or Java (Spring Boot experience a major plus).

  • Experience with React, Angular, or other modern javascript frameworks.

  • Experience writing and documenting public & private APIs.

  • Experience with Amazon Web Services and Infrastructure as Code.

  • Experience with Relational Databases such as MySQL, Postgres, etc.

  • Alternative datastores such as OpenSearch, Redshift, etc. are a major plus.

  • Strong understanding of web development frameworks and architectures.

  • Excellent problem-solving skills and the ability to work independently in a remote environment.

  • Strong communication and interpersonal skills, with the ability to collaborate effectively across teams.

Preferred Qualifications

  • Familiarity with AI-driven platforms and their security considerations.

Why Join GovWorx?

At GovWorx, you'll be part of a team committed to making a meaningful impact on public safety through innovative technology solutions. We offer a collaborative, remote-friendly work environment where your contributions will directly influence the safety and efficiency of first responders nationwide.

If you're interested in this opportunity or know someone who would be a great fit, please reach out to us. We're excited to find a dedicated professional to lead our IT and security initiatives as we continue to grow and support our public safety partners.