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 .

Mid-Senior Frontend Developer

Ludwig · Italy

We are searching for an experienced, talented Senior-level Frontend Engineer to join Ludwig's engineering team who will:

  • Architect, design and develop web frontend applications (cross-browser, cross-device and cross-platform solutions) according to given requirements
  • Evangelize the best frontend practices and support more junior developers
  • Create, improve, and refine workflows and processes for delivering quality software on time

How you will do this:

  • You'll be part of an agile, multidisciplinary team
  • You prioritize your work with the team and its product owner, weighing both the business and technical value of each task
  • Write clean and well organized code, respecting code guidelines and good practices, in order to guarantee quality, reliability, scalability and easy maintenance

SKILLS & QUALIFICATIONS

  • 5+ years of working in (or leading) teams that rapidly ship high-quality web-based software that solves important problems for large numbers of users. Startup experience is a plus
  • 3+ years of relevant experience and a strong track record of working with HTML, CSS, JavaScript ES6, React, CSS-in-JS, Redux, PWA.
  • Experience with Chrome Extensions, Electron, SASS, Typescript and iOS is a plus
  • Solid command of web technologies and object-oriented design
  • Experience with REST-based APIs
  • Excellent understanding of Git as version control system and GitFlow as branching model
  • Proficiency in both Italian and English

We're based in Palermo, but most of the job will carried out remotely (smart working).

PROCESS
We'd like to read more from you, your experience, and why you believe you're fit for the position we are offering (sending your CV or Resume without a cover letter will result in an exclusion. Recommendation letters are a plus)
Then, we will ask a selected number of developers to arrange a Skype meeting.

You can start working immediately.


WHAT WE OFFER

  • Remote Work Opportunities with an ultra flexible working culture
  • Full-time contract | We are also open to full-time freelance collaborations
  • Competitive salary (Gross annual earnings 30-35k€, depending on seniority) + company benefits

Looking for an exciting new project with plenty of room for growth? Have a true passion for the innovative startup environment?

  • Ludwig is an Italy-based startup working in the field of Natural Language Processing. We built a sentence search engine for English writing that is used by 3 million unique people per month from 200 countries.
  • We founded Ludwig in 2014 and bootstrapped it until reaching profitability.
  • There are a lot of new challenges coming in the next years and we need reinforcements!
  • We are a small and very cohesive team working remotely with Skype/Trello/Telephone and we meet regularly, once every 45 days, to do team meetings in selected cities.

Originally posted on Himalayas