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 .

Lab Clerk

Labcorp · Cincinnati, Ohio

Labcorp is seeking a Onsite Lab Support Clerk to join our team in Cincinnati, OH

Work Schedule: Monday – Friday 3:00pm – 11:00pm, and rotating Saturdays

 Job Responsibilities:

  • Prepare laboratory specimens for analysis and testing

  • Communicate effectively with client office staff

  • Research, troubleshoot and resolve customer and specimen problems

  • Meet department activity and production goals

  • Data entry of patient information in an accurate and timely manner 

  • Accurately identify and label specimens 

  • Pack and ship specimens to proper testing facilities 

  • Scrub requisitions to ensure samples are prepared and missing items are updated

  • Do spinning/freezing/splitting and other special services as needed based on client 

Minimum Qualifications:

  • High School diploma or GED or equivalent

  • 1 year or more experience in laboratory or accessioning or production or manufacturing 

Preferred Qualifications:

  • 1 year or more of medical or patient facing healthcare experience

Additional Job Standards:

  • Comfortable handling biological specimens

  • Ability to accurately identify specimens

  • Experience working in a team environment

  • Strong data entry and organizational skills

  • High level of attention to detail

  • Experience with MS Office

  • Able to lift up to 40lbs.

  • Able to pass a standardized color blind test

Are you organized, accountable, and have always gone the extra mile to make sure things are done right? Imagine the impact those skills can have in ensuring the accuracy of millions of healthcare tests, every month.  If you share our passion for strengthening physician care, please apply for this onsite Clerk position!

The Hospital Reference Test Clerk will be responsible for performing clinical specimen accessioning, sample sorting and data entry in a fast-paced, high-throughput environment located onsite with one of our client offices.

**Pay Range: $17.75-$23.88 per hour 

All job offers will be based on a candidate’s skills and prior relevant experience, applicable degrees/certifications, as well as internal equity and market data

Benefits: Employees regularly scheduled to work 20 or more hours per week are eligible for comprehensive benefits including: Medical, Dental, Vision, Life, STD/LTD, 401(k), Paid Time Off (PTO) or Flexible Time Off (FTO), Tuition Reimbursement and Employee Stock Purchase Plan. Employees regularly scheduled to work less than 20 hours, Casual, Intern, and Temporary employees are only eligible to participate in the 401(k) Plan. Employees who are regularly scheduled to work a 7 on/7 off schedule are eligible to receive all the foregoing benefits except PTO or FTO. For more detailed information, please click here. 

 If you're looking for a career that offers opportunities for growth, continual development, professional challenge and the chance to make a real difference, apply today!

Labcorp is proud to be an Equal Opportunity Employer:

Labcorp strives for inclusion and belonging in the workforce and does not tolerate harassment or discrimination of any kind. We make employment decisions based on the needs of our business and the qualifications and merit of the individual. Qualified applicants will receive consideration for employment without regard to race, religion, color, national origin, sex (including pregnancy, childbirth, or related medical conditions), family or parental status, marital, civil union or domestic partnership status, sexual orientation, gender identity, gender expression, personal appearance, age, veteran status, disability, genetic information, or any other legally protected characteristic. Additionally, all qualified applicants with arrest or conviction records will be considered for employment in accordance with applicable law. 

We encourage all to apply

If you are an individual with a disability who needs assistance using our online tools to search and apply for jobs, or needs an accommodation, please visit our accessibility site or contact us at Labcorp Accessibility. For more information about how we collect and store your personal data, please see our Privacy Statement.

View full listing