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 .

Sr. Engineer

Biomechanicsconsultingandresearchllc · Charlottesville, VA

Company Overview

Biocore is a team of world class engineers and scientists providing testing, analysis, and consulting services to companies across the globe. Biocore leverages its unique expertise and experience, as well as cutting-edge physical and cloud computing technologies, to improve safety and enhance the performance of athletes and sports organizations.

Biocore’s mission is to provide the highest level of research, engineering and analytics expertise to clients dedicated to improvement of sports by maximizing performance and minimizing injury through a multidisciplinary group with backgrounds in engineering, biomechanics, data science, athlete performance, footwear design and construction, playing surface, and statistical and epidemiological analyses.

Position Details

Biocore has an immediate opening for a full-time SENIOR ENGINEER. The right individual will support research, engineering, and analytics related to the influence of playing surface on player performance and safety. Specifically, this role supports laboratory and on-field testing, analytics and integration with other workstreams, technical and academic writing, and communication with external stakeholders including sports leagues, clubs, and sports governing bodies. The position is based at our primary office in Charlottesville, VA.

Position Title

Senior Engineer I

Employment Type

  • Full-time, exempt employee
  • In person at offices in Charlottesville, VA
  • Willingness to travel up to 35%.

Position Requirements

Advanced degree or 5+ years of experience in one of the interrelated disciplines of turfgrass science and/or management, sports biomechanics, or mechanical/electrical engineering. Demonstrated experience in scientific experiments, statistical data analyses, and academic manuscript writing is required. Research and testing experience with playing surfaces is preferred.

Compensation

Competitive salary with comprehensive benefits package (includes medical, dental, vision, and a performance-based bonus program.

Roles and Responsibilities

  • Manage the portfolio of research and operations involving playing surface test devices, testing events, and analytics.
  • Collect and analyze data, interpret results, and compile technical reports.
  • Engage with stakeholders in the sports and academic fields, collaborating on development and evaluation of new playing surface technologies.
  • Write technical and operational documentation to support testing and test devices.
  • Develop manuscripts for publication in academic journals.

Technical capabilities

  • Design of experiments, statistical analyses, and proficiency in coding language (R, Python, Excel)
  • Experience with data collection systems and related safety protocols.
  • Ability to critically think and problem-solve.
  • Familiarity with the development of test methods, ideally related to sports field and equipment testing.
  • Ability to coordinate/execute multiple research and operational testing events across various locations in the USA.

General capabilities

  • Excellent oral communication skills; able to interact with external stakeholders regarding testing events, equipment support, and data interpretation.
  • Excellent written communication skills; able to write technical and operational documentation, and academic manuscripts.
  • Able to lift 50-lbs unassisted.

Working style/character qualities

  • Adaptable, able to learn from peers, proactive.
  • Methodic, cautious, detail oriented, organized, proactive.
  • Self-driven and ability to work both independently and as an integral team member.

 

Biocore LLC is an equal opportunity employer, and all qualified applicants will receive consideration for employment 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.