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, Mobile

Included Health · Remote

The Role:
We are looking for a Senior Mobile Engineer to join our growing team to help build the mobile experience in a fast, accessible, and intuitive way. You will meaningfully contribute to the implementation and launch of our mobile applications. You will closely partner with our Product and Design teams on application design, user experience, developer workflows, deployment strategies, and testing of the native mobile applications.
The Role:
We are looking for a Senior Mobile Engineer to join our growing team to help build the mobile experience in a fast, accessible, and intuitive way. You will meaningfully contribute to the implementation and launch of our mobile applications. You will closely partner with our Product and Design teams on application design, user experience, developer workflows, deployment strategies, and testing of the native mobile applications.
The United States new hire base salary target ranges for this full-time position are:
 
Zone A: $138,380 - $195,470 + equity + benefits
Zone B: $159,137 - $224,791 + equity + benefits
Zone C: $172,975 - $244,338 + equity + benefits
Zone D: $179,894 - $254,111 + equity + benefits
 
This range reflects the minimum and maximum target for new hire salaries for candidates based on their respective Zone. Below is additional information on Included Health's commitment to maintaining transparent and equitable compensation practices across our distinct geographic zones.
 
Starting base salary for the successful candidate will depend on several job-related factors, unique to each candidate, which may include, but not limited to, education; training; skill set; years and depth of experience; certifications and licensure; business needs; internal peer equity; organizational considerations; and alignment with geographic and market data. Compensation structures and ranges are tailored to each zone's unique market conditions to ensure that all employees receive fair and competitive compensation based on their roles and locations. Your Recruiter can share details of your geographic alignment upon inquiry.
 
 
 
In addition to receiving a competitive base salary, the compensation package may include, depending on the role, the following:
 
Remote-first culture
401(k) savings plan through Fidelity
Comprehensive medical, vision, and dental coverage through multiple medical plan options (including disability insurance)
Full suite of Included Health telemedicine (e.g. behavioral health, urgent care, etc.) and health care navigation products and services offered at no cost for employees and dependents
Generous Paid Time Off ("PTO") and Discretionary Time Off ("DTO")
12 weeks of 100% Paid Parental leave
Family Building Benefit with fertility coverage and up to $25,000 for Surrogacy & Adoption financial assistance
Compassionate Leave (paid leave for employees who experience a failed pregnancy, surrogacy, adoption or fertility treatment)
11 Holidays Paid with one Floating Paid Holiday
Work-From-Home reimbursement to support team collaboration and effective home office work
24 hours of Paid Volunteer Time Off ("VTO") Per Year to Volunteer with Charitable Organizations
 
 
#LI-Remote

About Included Health

Included Health is a new kind of healthcare company, delivering integrated virtual care and navigation. We’re on a mission to raise the standard of healthcare for everyone. We break down barriers to provide high-quality care for every person in every community — no matter where they are in their health journey or what type of care they need, from acute to chronic, behavioral to physical. We offer our members care guidance, advocacy, and access to personalized virtual and in-person care for everyday and urgent care, primary care, behavioral health, and specialty care. It’s all included. Learn more at includedhealth.com.

-----
Included Health is an Equal Opportunity Employer and considers applicants for employment without regard to race, color, religion, sex, orientation, national origin, age, disability, genetics or any other basis forbidden under federal, state, or local law. Included Health considers all qualified applicants with arrest or conviction records in accordance with the San Francisco Fair Chance Ordinance, the Los Angeles County Fair Chance Ordinance, and California law.

Responsibilities:

  • Build, test, and deploy user experiences in our mobile application
  • Measure and optimize the performance of the mobile application at scale
  • Collaborate with Product Managers and Designers on planning and implementing frictionless user experiences
  • Work with the team to continue development of best practices
  • Be self motivated with the ability to make smart decisions and ask questions when necessary
  • Qualifications:

  • Bachelors or Masters in EE or CS, or relevant experience
  • 5+ years of professional mobile development
  • Command of Kotlin & Swift languages
  • Exceptional technical communication skills
  • Experience integrating and leveraging external services for purposes such as user analytics, feature flagging, and authentication
  • Solid understanding of mobile UI/UX best practices and standards
  • Thorough understanding of RESTful API and application design
  • Experience in our other technologies a bonus: GraphQL, JavaScript, React, ReactNative, AWS