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

Bitcoindepot · Atlanta

Bitcoin Depot is seeking a Senior KIOSK / ATM Quality Engineer to work closely with the IT development team, and product and cross-functional teams within Bitcoin Depot to deliver quality-driven and scalable products. In this role, you will gain an understanding of the systems or products you are assigned and develop end-to-end and performance testing based on the build and sprint release process. Additionally, demonstrated knowledge and experience with smoke testing, regression testing,  performance testing, and the development of test plans and test cases. This role will be based in our Sandy Springs, Atlanta office.

Bitcoin Depot is the largest Bitcoin ATM Network in the world offering users the ability to buy and sell Bitcoin at thousands of BTM and BDCheckout locations.

We are proud to be an Atlanta Journal-Constitution Top Work Place for 2021 and 2022, the inc 5000, and placing on the ACG Georgia Fast 40 list for two consecutive years. We currently trade on the NASDAQ under the ticker symbol BTM. 

Responsibilities:

 

  • Design, develop, and maintain Manual testing of test scrips - with reliable, repeatable test results
  • Develop and execute test plans and test cases for new functionality on both web and ATM/Kiosk applications. 
  • Interface with the scrum team to understand requirements and define the testing scope
  • Identify opportunities to drive automation and process improvement across the Bitcoin Depot systems and product

 

 

Qualifications:

  • Should have good knowledge of different phases of testing including functional testing, device testing, end-to-end testing & regression testing
  • 5+ years of Testing experience with a very good knowledge of implementing Software Test Life Cycle process & Defect Management process
  • Extensive Testing experience in Conformance & Interoperability of all ATM applications & services
  • Ability to learn the product in quick duration develop test methodologies, and documentation to achieve both technical and business objectives
  • 5+ years working ATM/Kiosk Testing, Web testing & Device related testing
  • Hands-on experience with manual testing of web applications, databases, and mobile apps
  • Understanding of Agile development methodology
  • Experience working with Jira
  • Exceptional communication skills; experience working cross-functionally
  • Test mindset; is curious and can come up with interesting test scenarios
  • Knowledge on Crypto and blockchain domain is added advantage

 

 

 

Benefits:

  • 401K Matching
  • Health benefits offered with a company contribution towards premiums
  • Paid wellness membership
  • Equity 
  • Paid time off & holidays
  • Annual in-person team building events
  • Virtual team building events

Bitcoin Depot provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.