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 .

Associate Professor in Engineering

Durham University · Durham, County Durham, DH1 3LE

The Department of Engineering at Durham University is currently undergoing a period of strategic growth and now seeks to appoint a talented individual to the role of Associate Professor. We welcome applications from those with research and teaching interests in the broad field of Electrical / Electronic Engineering, Solid Mechanics, Structures, or Thermodynamics. Applicants who have a track record of current funding they could bring to Durham are likely to be in a stronger position than those that do not. Applicants must also balance their research expertise with the ability to teach our students to an exceptional standard and to fully engage in the services, citizenship and values of the University. We are particularly eager to hear from candidates with experience of teaching on trans-national educational programmes, especially in China.

This is an exciting opportunity to join an expanding, unified Engineering Department which is recognised as one of the very best in the UK, with a reputation for excellence in teaching, research and employability of our graduates. In the REF2021 exercise, 95% of our Engineering outputs were graded 'Internationally Excellent' or 'World Leading', and the Department is committed to an ethos of research-led education at all levels of our taught programmes. Engineering at Durham University was ranked 5th in The Complete University Guide 2026, 5th in The Guardian University Guide 2026, and 6th in The Times and Sunday Times Good University Guide 2026. We were ranked 2nd in Engineering behind only Cambridge in a recent Institute for Fiscal Studies report on the difference in graduate earnings by UK university choice. We are a scholarly community that is open, representative and diverse: our commitment to this is expressed through work of the Department's Equality, Diversity and Inclusion Group, and our Athena Swan Silver award.

The Department of Engineering demonstrates significant depth of research excellence across a range of disciplines, with activities that are currently concentrated across eight Research Nodes which group together our day-to-day activities and expertise, yet feed into the UN Sustainable Development Goals. We are particularly proud of the collaborative interdisciplinary nature of our research, which also includes strong industrial partnerships.

This post offers an exciting opportunity to make a major contribution to the leadership and development of world leading and internationally excellent research and teaching while allowing you unrivalled opportunities to progress and embed your career in an exciting and progressive institution. For more information, please visit our Department pages at www.durham.ac.uk/departments/academic/engineering.

We are keen to hear from outstanding candidates who have already achieved Chartered Engineer status. As a minimum, if not already professionally qualified, candidates will be expected to demonstrate the ability and desire to become Chartered.

Job Title: Associate Professor in Engineering

Vacancy Reference:

Department: Engineering

Responsible to: Head of Department

Salary Grade: Professor (Grade 9) - £59,966 - £67,468

Working arrangements: Full Time (we will consider requests for flexible working arrangements)

Closing date: 23:59 on 8th April 2026.

Start Date: Ideally 1 November 2026

Apply link: https://durham.taleo.net/careersection/du_ext/jobdetail.ftl?job=26000361&tz=GMT+00:00&tzname=Europe/London