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 .

Senior Software Engineer

Stepful · New York City

About Stepful:

Stepful is reimagining allied healthcare training by offering affordable, online, instructor-led, and AI-supported programs that help learners—regardless of background or circumstance—launch high-demand healthcare careers.

In addition to our direct-to-consumer training, Stepful partners with leading healthcare institutions to address the growing national shortage of healthcare workers. Our graduates, including Medical Assistants, Pharmacy Technicians, Nurses, and more, form the talent pipelines at major employers like CVS, NY-Presbyterian, HCA, Providence, and Walgreens.

Stepful is backed by Y Combinator, Reach Capital, and AlleyCorp, with a recent $31.5M Series B led by Oak HC/FT. We were named the #1 EdTech company in the U.S. by TIME for 2025.

We’re improving access to quality healthcare for everyone, everywhere, and improving access to healthcare careers for those who need them most

Our values:

We credit much of our success to our exceptional team. We’re looking for mission-driven builders who thrive in fast-paced, ambiguous environments, and embody our four core values:

  • Care first: We do whatever it takes for our students to succeed.

  • Learn quickly: We test, learn with data, and iterate.

  • Build together: We win when we rely on each other.

  • Own it: We show up, take initiative, and show pride.

What you can expect to be working on:

  • World Class Learning Experience: Develop and iterate on an advanced Learning Management System that generates outcomes! Focus on seamless UX, adaptive learning, peer-to-peer engagement, gamification and motivational mechanisms.

  • Innovative Career Services: Empower graduates to find jobs and match our growing network of clinical partners. Apply generative AI to the job-seeking process, from resume generation to interview training.

  • Empower the Internal Workforce: Design and maintain platforms for instructors, TAs, coaches, and operators to optimize student success. Leverage generative AI to maximize its impact on students' lives.

  • Cutting Edge Content Management: Generate and maintain content at scale that adapts to evolving educational needs. Build the technology to create new curricula in a fraction of the time and iterate to maximize students' learning.

  • Data Pipelines: Make data reliable and accessible to everyone at Stepful, and empower the business, learning, and operation teams at Stepful to make data-driven decisions.

This job is for you if you have:

  • 6+ years of full-stack engineering experience

  • Eat, sleep and breathe at least one of part of our stack (React, Typescript, Ruby on Rails, PostgreSQL), you will learn the rest

  • Relentlessly obsess over solving complex problems with cutting-edge technology and willing to learn something new every day

  • Find excitement in joining an early-stage company and are not afraid of building something new

  • Are strongly driven to make an impact in people's lives

  • Have built something meaningful to you, before

  • Can take ownership of the whole development lifecycle (this means you are comfortable operating full-stack)

Bonus points if:

  • You have previous experience in a direct-to-consumer startup, especially within EdTech/Healthcare

Interview Process:

Step 1: Intro call with Talent Acquisition

Step 2: Non-technical interview with Hiring Manager

Step 3: Fullstack live coding (remote)

Step 4: Onsite interview with both technical and non-technical stakeholders

Compensation:

New Hire Base Salary Bands:
Engineer I - $127,000-$161,000
Engineer II - $142,000-$180,000
Senior I - $157,000-$198,000
Senior II - $172,000-$218,000
Staff I - $188,000-$238,000

Please note we do not have a bonus structure at this time so all cash compensation will come in the form of base salary. The total compensation package will also include our benefits package and an equity (ISOs) package.

Compensation for this role will fall within the pay range listed and will be determined based on job-related factors including, but not limited to, skills, experience, qualifications as well as interview evaluation. Ranges are market-dependent and may be modified in the future.

Stepful is proud to be an equal opportunity employer. We do not discriminate in hiring or any employment decision based on race, color, religion, national origin, age, sex, marital status, ancestry, disability, genetic information, veteran status, gender identity or expression, sexual orientation, pregnancy, or other applicable legally protected characteristic.