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 .

Authorization Specialist

Abby Care · Philadelphia

About Abby Care

Making family care possible. At Abby Care, we are tackling one of the most important and unsolved challenges of our time: family caregiving.

Over 50 million Americans are family caregivers for loved ones without pay, tools, or support. Our mission is clear and ambitious: to train and employ family caregivers so they can get paid for the care they already provide at home.

Abby Care is building a tech-powered, family-first care platform to efficiently deliver care, improve health outcomes, and provide the best-in-class experience nationwide.

We are rapidly expanding our mission and looking for passionate team members to join. Abby Care has partnered with leading insurance plans, healthcare providers, and community organizations. We’re supported by top, mission-driven VCs to empower families throughout the country.

The Role

We're looking for compassionate and dedicated Authorization Specialist to join our Care Delivery team. This is a Full-Time Remote position based in the Greater Philadelphia Area. In this role you will play a crucial role in reviewing intake applications and helping families navigate the authorization process for Abby Care services. Your expertise will ensure that those who need care receive it without added financial stress. We’re seeking someone who embodies our commitment to excellence and shares our core values of empathy and support.

Key Responsibilities:

  • Managing a team to evaluate and access intakes for program eligibility and to ensure all families' documentation is collected, completed and submitted to the MCO’s accordingly

  • Review and interpret medical records to ensure timely and accurate prior authorizations, helping families avoid unnecessary delays in care

  • Maintain high-quality standards and productivity measures in all authorization activities, ensuring families receive the best support

  • Collaborate with internal and external partners to enhance customer satisfaction and compliance, protecting families from financial burdens

  • Review applications and payor websites to manage prior authorization, edits, denials and appeals efficiently

The Requirements:

  • High School diploma or equivalent with two years of prior authorization experience

  • Strong understanding of medical terminology

  • Proficiency in Microsoft Office applications and excellent communication skills

  • Ability to analyze data and exercise independent judgement

  • Familiarity with MCO regulations for Pennsylvania home health aide (HHA) services is preferred

Our Values

  1. Families First
    Redefining healthcare starts with how we treat the parents and children we serve. We go above and beyond for every family, building strong, lasting relationships. We continually ask ourselves, “Would we want this for our own families?”

  2. Urgency with Precision
    Millions of families are waiting for care, and they cannot wait, therefore this is not your typical 9 to 5 job. We match their urgency with our own, delivering exceptional care without compromise. Here, speed and excellence go hand in hand.

  3. Relentlessly Resourceful
    As an ambitious startup, we adapt quickly and make the most of limited time and resources. We solve challenges with creativity to deliver results without unnecessary complexity.

  4. Purpose with Positivity
    We take our mission seriously while never losing sight of the people behind the work. Respect, kindness, memes, and coffee make us stronger as a team and better for the families we serve.

  5. Driven to Redefine What’s Possible
    We are here to make healthcare better, which means asking hard questions, challenging outdated systems, and finding smarter, more compassionate ways to deliver care.

Benefits:

  • Competitive compensation packages that reflect the value you bring. We reward our team for the impact of their work – full-time employees are eligible for an annual company performance bonus.

  • Comprehensive health coverage that works for you. We cover 90% of your premiums and 70% for your dependents, with multiple PPO plan options to choose from for medical, vision, dental, life, and short-term disability.

  • Generous paid time off. We provide policies that allow you to recharge along with 10 paid company holidays.

  • Team bonding. We love bringing our teams together. As a full-time employee, you’ll get to connect, collaborate, and have fun through team activities and our annual company retreat.

  • Financial savings benefits to support your future. We support your financial well-being with HSA contributions, optional FSA and commuter benefits, and full coverage of all 401(k) account fees (employer match not currently offered).

  • Paid parental leave to support your growing family. We provide paid leave, so you can focus on bonding and adjusting to life as your family grows.

We are an equal opportunity employer and welcome applicants from all backgrounds, consistent with applicable laws. Employment is contingent upon successful completion of a background check, satisfactory references, and any required documentation.