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 .

Lead Automation Test Engineer

Anchanto · Pune, India

About Anchanto

Anchanto is a global enterprise SaaS company whose Cloud and AI products power end-to-end e-commerce and logistics operations for some of the world’s largest brands, 3PLs, and marketplaces. Our platforms process millions of orders across 70+ countries every month—and we’re still growing.

 

Role Overview

We are looking for a QA Automation Lead with 5+ years of hands-on automation experience to lead the design and execution of test automation across core SaaS products. This is a technically strong, hands-on leadership role ideal for someone passionate about building automation frameworks, mentoring others, and ensuring consistent, high-quality releases.

Key Responsibilities:

  • Automation Strategy & Execution
  • Lead automation planning, scripting, and execution across UI, API, database, and performance layers.
  • Design and implement scalable test automation frameworks using tools like Testim, Selenium, Cypress, etc.
  • Drive automation-first practices and integrate test suites with CI/CD pipelines for early defect detection.

Technical Leadership

  • Guide QA engineers in writing clean, reusable, and robust automation code.
  • Conduct code and script reviews; troubleshoot failures and improve test stability and coverage.
  • Collaborate with developers and DevOps for continuous integration and test orchestration.

Collaboration & Delivery

  • Work closely with Product, Engineering, and Release teams to ensure test coverage and quality gates throughout SDLC.
  • Represent QA in agile ceremonies and play an active role in release readiness decisions.
  • Own quality metrics like pass rate, defect leakage, and automation ROI.

Mentoring & Knowledge Sharing

  • Coach junior automation engineers and promote best practices in test design, coverage, and maintainability.
  • Conduct knowledge-sharing sessions, maintain test documentation, and support cross-product learning.

 

Required Skills & Experience

  • 5+ years of experience in test automation for web, API, and backend services.
  • Strong programming/scripting skills in Java, JavaScript, or Python.
  • Hands-on experience with tools like Testim, Selenium, Cypress, Postman, REST Assured.
  • Experience in database testing (SQL/NoSQL) and performance testing tools (e.g., JMeter, k6).
  • Familiar with CI/CD tools like Jenkins, GitHub Actions, GitLab CI and Git-based workflows.
  • Good understanding of Agile/Scrum methodologies and STLC processes.
  • Proficient with test and defect management tools (Jira, Xray/Zephyr, Confluence).
  • Strong communication and problem-solving skills; comfortable working with global teams.

 

Nice-to-Have

  • Experience in SaaS, e-commerce, or logistics product domains.
  • Exposure to self-healing automation or AI-powered test optimization tools.
  • Familiarity with cloud platforms (AWS, GCP) and containerization (Docker, Kubernetes).

 

Why Join Us

  • Be the driver of automation across high-scale, mission-critical SaaS platforms.
  • Work in a cross-functional, global environment with opportunities to influence product quality at scale.
  • Enjoy flexible work options, learning opportunities, and a culture that rewards ownership and excellence.