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 .

Laboratory Operations Assistant

Universaldx · Dallas-Fort Worth

About our Company: 

Universal DX, Inc. is an international Company with a highly experienced team focused on cracking cancer’s code. Through our multi-omics and bioinformatics models, we have figured out how to read the disease’s signals in blood with high accuracy to detect cancer in its earliest stages. Starting with a colorectal cancer screening liquid biopsy test, we are building a multi-cancer platform that can identify the unique DNA regions associated with different types of cancers. 

 

The Opportunity:

Universal DX is seeking a Laboratory Operations Assistant to support the day-to-day operations of our fast-growing assay development laboratory. This role will play a critical part in ensuring the lab remains organized, well-stocked, and compliant with internal quality standards. Working closely with the Manager of Laboratory Operations, the Assistant will assist with equipment upkeep, inventory restocking, routine cleaning, and general lab support.

 

What you will bring:

· High school diploma or associate’s degree required; coursework or training in a scientific discipline (e.g., Biology, Chemistry, Biotechnology) preferred

· 1+ years of experience in a laboratory, healthcare, or scientific support environment strongly preferred

· Basic understanding of laboratory workflows, including solution preparation, specimen handling, and equipment upkeep

· Strong organizational skills with attention to detail and the ability to follow SOPs and safety guidelines

· Comfortable working in a fast-paced environment and able to manage routine responsibilities with minimal supervision

· Ability to lift 50 lbs and perform tasks in cold storage environments (e.g., refrigerators, -20°C freezers)

· Familiarity with Microsoft Office and basic data entry; experience with LIMS or inventory systems is a plus

· Team-oriented mindset with excellent communication skills and a willingness to support cross-functional lab teams

 

 Why Now? 

This is an exciting time to be at Universal DX. We are growing rapidly and starting our US operations by building up our team, starting our lab and business operations, and establishing strategic partnerships.  

We are looking for passionate changemakers to be a part of our journey in this expansive time for us.