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 Automation QA Engineer

Bvnk · Cape Town/Bulgaria/Poland

About us:

BVNK provides modern payments infrastructure for businesses. We unify banks and blockchains in a single platform. With BVNK, businesses can send and receive stablecoin payments, convert between currencies and add stablecoin payments to their checkout. Using our flexible platform, and robust global licensing and compliance expertise, innovators can launch new payments products quickly and compliantly.

We are a diverse team spread across the UK, USA, Europe and Africa. We share the belief that blockchain technology presents a new base layer for global payments, where funds can move as freely as data moves on the internet. 

We're incredibly honoured to have made Newsweek's list of Top 100 Global Most Loved Workplaces for two consecutive years (2023 and 2024) and to have been recognised by LinkedIn as one of the Top 20 Startups in the UK in 2024.

 

About this role in the team:

The role is part of a team of Quality Assurance Automation Engineers responsible for the development and support of several test automation frameworks and test coverage in multiple product areas. They perform end-to-end testing of payment functionalities for the Fiat and Crypto products of the company, leveraging cutting-edge AI technologies to enhance testing efficiency and accuracy. The team's mission is to help the organisation deliver with high pace and confidence new product changes that are working as expected and not introducing regressions. Using advanced AI capabilities, the team aims to build intelligent testing systems that can predict potential issues, self-adapt to product changes, and provide deeper insights beyond traditional testing approaches.

 

Key Areas of Responsibilities:

  • Maintenance and development of the Automation testing frameworks, including integration of AI-powered testing solutions for enhanced test coverage and efficiency
  • Test executions provide fast and reliable feedback using resources efficiently
  • Increase automation tests coverage to reflect the development of company’s products
  • Keep a solid understanding of at least one domain in the systems and provide guidance to the QA team, particularly around emerging AI technologies for quality assurance
  • Collaborate with the QA Automation team and a designated product development team, to implement AI-driven quality gates and continuous testing practices

 

What we need from you:

  • Well experienced in API and UI testing methodologies and frameworks, with demonstrated expertise in AI-augmented testing tools and approaches
  • Confidently programming in Python (or similar programming language), and comfortable reading and writing basic Java when needed
  • Hands-on experience using PyTest, Playwright, and K6
  • Understand CI/CD concepts and how QA can utilise them effectively
  • Experience with developing or implementing AI solutions for test case generation, visual validation, and intelligent test data management
  • Open to feedback and willing to learn and grow fast in the rapidly evolving field of AI-powered testing
  • Good attention to detail
  • Very good command of verbal and written English
  • Bonus: Has previously worked within a FinTech business
  • Bonus: Knowledgeable about cryptocurrency / stable coins
  • Bonus: Experience with LLM integration into testing workflows and using generative AI for test script creation and maintenance

 

What you can expect from us:

  • Fair and competitive salary at every stage of your growth
  • Meaningful ownership in the business through our employee option scheme
  • Flexible working hours, with hybrid working at its heart
  • A culture built on passionate growth-minded people
  • A flexible approach to holiday
  • Opportunities to travel to our offices around the world
  • An open and creative environment where you can help us define the future of BVNK, its culture, and its opportunity sets

 

At BVNK, we are focused on building a diverse and inclusive team. While you may not meet all of our requirements, we’d encourage you to apply if you meet the majority of our expectations. You may be a great fit for this role or another role in our team.