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 .

Join JFF's Talent Community

Jobsforthefuture · Flexible (Boston, DC, Oakland, Remote)

We're always looking for amazing talent at JFF! If you don't see an open role that would be a good fit for you, but want to remain a part of our talent network and community, please submit your resume here. We are experiencing a period of unprecedented growth, so submitting your resume will allow JFF’s People & Culture Team to reach out to you when relevant opportunities arise. Learn more about us below! 

ABOUT JFF 

Jobs for the Future (JFF) drives transformation of the U.S. education and workforce systems to achieve economic advancement for all. Seeing that millions of people are unfairly shut out of quality jobs and the chance for a better life, our goal is to align education, workforce, and employment change-makers and systems toward a shared North Star: In 10 years, 75 million people facing systemic barriers to advancement will work in quality jobs.  

To achieve that goal, we design solutions, scale best practices, influence policy and action, and invest in innovation. With a staff of more than 300 people across the country working remotely and in offices in Boston (headquarters), Washington, DC, and Oakland, California, we operate at the national, state, and local levels, forging deep partnerships with employers, investors, entrepreneurs, policymakers, and education and workforce development providers to break down barriers and reimagine what’s possible.   

We’re on a path of ongoing growth and expanding impact. We have an operating budget of more than $105 million, and we are funded by dozens of leading foundations, government agencies, and corporations. Learn more about JFF and join us as we build a future that works—for everyone.  

EQUAL EMPLOYMENT OPPORTUNITY AT JFF

Inclusion, belonging, and well-being are core to JFF’s North Star and mission, and we seek to invest in and learn from those who represent the communities we serve as it is important to the success of our work and the engagement of our staff members. We aim to cultivate a culture that centers the overall care, well-being, and success of the employee through flexible work hours, balanced workloads, professional development, and career advancement opportunities for all. 

JFF is a fair chance employer and in alignment to our North Star, we strongly encourage individuals whose highest level of education attained is less than a 4-year degree; People of Color; and people with records to apply to our open roles. 

WHAT WE OFFER 

At JFF, we’re fueled by the desire to create a world where everyone has opportunity for economic advancement. Our team works hard to push the boundaries of what is possible, and in return, we provide a gratifying work experience, competitive salaries, and a comprehensive benefits program that includes flexibility and choice as core values in order to support people wherever they are in their lives and careers.  

JFF has offices in Boston, Oakland, and Washington, DC; employees are welcome to use JFF office space to work in-person or hybrid, or completely remote. To improve the employee experience and promote productivity while working remotely, JFF offers an annual home office stipend to all regular full-time and part-time employees. In addition, new employees receive office equipment as needed.   

As an employer with a mission focused on economic advancement for all, JFF aims to design and maintain a compensation management system that supports the economic advancement of our employees.  

JFF ensures its pay programs are communicated, transparent and easily understood by existing staff and external candidates. JFF strives to pay all of our employees fairly and competitively, while rewarding high performance and balancing internal and external factors aligned with our culture and values. We ensure that all employees feel that they are fairly compensated for their positions relative to other JFF employees as well as the external market. 

TO APPLY  

Please submit your resume and answer a few simple questions to ensure we have the most accurate information about you on file.  

At JFF, we’re also committed to accessibility and want to ensure that everyone, including people with disabilities, can fully access and engage with our application and hiring process. If you are unable to complete this application due to a disability and/or have specific access/accommodation needs in order to fully participate in our application process, please contact us at [email protected]. 

Positions at JFF are not eligible for employer-visa sponsorship or open to F-1 student visa holders.  

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