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 .

Senior Quality Assurance Engineer

3Pillar Global · Guatemala

🌟 Accomplished Tech Visionary: 

Elevate your expertise to new heights at 3Pillar, the premier destination for trailblazing senior software engineers like yourself..

Your role extends beyond the realm of code composition; you bring software development and quality assurance (QA) expertise to build and maintain automated testing frameworks and tools. You will act as a crucial bridge between development and QA, focusing on preventive quality measures, integrating testing into CI/CD pipelines, and promoting best practices in Agile environments. 🔮🌐

🌟 Accomplished Tech Visionary: 

Elevate your expertise to new heights at 3Pillar, the premier destination for trailblazing senior software engineers like yourself..

Your role extends beyond the realm of code composition; you bring software development and quality assurance (QA) expertise to build and maintain automated testing frameworks and tools. You will act as a crucial bridge between development and QA, focusing on preventive quality measures, integrating testing into CI/CD pipelines, and promoting best practices in Agile environments. 🔮🌐

Responsibilities

  • Facilitate effective communication with client project stakeholders regarding project status and recommendations.

  • Craft client code that is not just efficient, but also performant, testable, scalable, secure, and of the highest quality.

  • Actively participate in accurate planning and estimation efforts, utilizing project methods and tools.

  • Proficiently gather requirements and organize/present developed features for clients.

  • Execute complex activities within the current methodology and quality standards, showcasing success across diverse engagements.

  • Enhance and expand automation frameworks and practices. Identify opportunities for improving testing processes and automation coverage, contributing to the selection and implementation of advanced tools and technologies.

  • Lead the detailed design and oversight of automated test cases and  execution, focusing on critical, high-impact testing activities. Ensure thorough coverage and adherence to quality standards, while efficiently managing resources and timelines.

  • Promote client success across the team by collaborating with engineers, designers, and managers to understand user pain points, anticipate potential problems, and iterate on solutions that drive client success.

  • Engage in agile software development, including daily stand-ups, sprint planning, team retrospectives, and other governance activities.

  • Actively participate in the Engineering Practice community, mentoring others through Communities of Practice (CoPs) or on project teams, and supporting the growth of technical capabilities.

  • Independently drive project delivery within defined architecture, demonstrating autonomy and accountability in all stages from conceptualization to deployment.

  • Required Qualifications

  • A minimum of 5+ years of experience/expertise in the following areas specified below*: 

  • Angular( Unit Testing, UX design,Figma, MonoRepo, state management using ngRx), Java, AWS services(Lambda, SQS, etc) ,containerization, ci/cd pipelines

  • Proficient in all components of the development process, including Code repository (GitHub) and branching strategy, Code review, Coding standards, Code deployment.

  • Expected to evaluate and make recommendations based on complex Proof of Concepts.

  • Lead the design and implementation of a scalable automation framework using Java and Angular.

  • Proficient in API automation and have good understanding of automation frameworks like Playwright, Cypress etc.

  • Familiar with test driven development 

  • Deep knowledge of databases and SQL, with experience executing complex data validation and interacting with databases for comprehensive backend testing.

  • Proficient in defect tracking tools (e.g., JIRA, Bugzilla), with a strong track record in bug reporting, tracking, and resolution processes.

  • Collaborate with cross-functional teams (Product Management,  Design) to define, design, automate and ship new features and functionality.

  • Ensure code integrity and organization, including code reviews and mentoring junior developers.

  • Lead by example in writing clean, maintainable, and testable code.

  • Highly self-motivated and detail-oriented, with proven ability to work independently and under pressure, managing multiple projects and priorities effectively.

  • Additional Experience Desired:

  • A strong advocate for process improvement and innovation, with a history of initiating and leading projects that enhance quality, reduce costs, and improve team efficiency.

  • Significant experience in performance and load testing, using tools like LoadRunner or JMeter, with the ability to design, execute, and analyze tests to ensure application performance under various conditions.

  • Benefits

  • Medical Insurance benefits as per company policy. 
  • Life Insurance as per company policy
  • 15 days of paid vacation, sick leave and paid holidays as per local law
  • Paternity and maternity leave as per as per local law
  • Marriage, bereavement and graduation leaves as per company policy
  • Sick leave and paid holidays as per local law
  • Christmas and Middle year bonuses as per local law
  • Monthly productivity bonus as per local law
  • Discounts in local shops
  • Direct deposit of payroll.
  • Paid professional certifications
  • What is it like working for 3Pillar Global?

    At 3Pillar, we offer a world of opportunity:
  • Imagine a flexible work environment – whether it's the office, your home, or a blend of both. From interviews to onboarding, we embody a remote-first approach. 

  • You will be part of a global team, learning from top talent around the world and across cultures, speaking English everyday. Our global workforce enables our team to leverage global resources to accomplish our work in efficient and effective teams. 

  • We’re big on your well-being – as a company, we spend a whole trimester in our annual cycle focused on wellbeing. Whether it is taking advantage of fitness offerings, mental health plans (country-dependent), or simply leveraging generous time off, we want all of our team members operating at their best.

  • Our professional services model enables us to accelerate career growth and development opportunities - across projects, offerings, and industries.

  • We are an equal opportunity employer. It goes without saying that we live by values like Intrinsic Dignity and Open Collaboration to create cutting-edge technology AND reinforce our commitment to diversity - globally and locally.
  • Join us and be a part of a global tech community! 🌍💼  Check out our Linkedin site and Careers page to learn more about what it’s like to be part of our #oneteam!