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, Cloud

Hyperfine53 · Guilford, Connecticut

About Us

Hyperfine, Inc. (Nasdaq: HYPR) is the groundbreaking health technology company that has redefined brain imaging with the Swoop® system—the first FDA-cleared, portable, ultra-low-field, magnetic resonance brain imaging system capable of providing imaging at multiple points of care in a healthcare facility. Our mission is to revolutionize patient care globally through transformational, accessible, clinically relevant diagnostic imaging. Learn More


About The Role

Job TitleSenior Software Engineer, Cloud

Location: Guilford, Connecticut

This role is for talented Software Engineers with applied experience in building modern cloud services and web applications. The goal of this role is to design and develop key software systems for remote setup, management, and monitoring of our fleet of devices and ingestion, storage, visualization, and retrieval of data at a large scale. This engineer will work closely with other software engineers, product managers, UI/UX designers, and subject matter experts across the organization to implement solutions for a wide range of challenging clinical problems in MRI aimed at improving patient outcomes.  Across the organization they will make a significant contribution to the company’s overall vision of developing cloud services with a delightful look and feel. 

Key Responsibilities:

  • Develop software systems and cloud applications with focus on maintenance, extensibility, integration, and security of data storage and retrieval. 
  • Quickly learn new tooling, platforms, and frameworks, when building and developing microservices and APIs. 
  • Adoption of new policies, technologies, and practices, as well as the evolution of existing methodologies. 
  • Implement comprehensive medical web application systems for multiple large-scale internal and external facing projects and document the design and specifications for internal and regulatory documentation. 
  • Participate in the code review process. 
  • Collaborate with software and cross-functional teams in design and technical reviews. 
  • Define high-level architecture, design and implement software solutions, assume accountability for the deployment and release of contributed code, and support the post-release lifecycle of our products. 
  • Mentor and support other engineers on the cloud team in your areas of expertise. 
  • Maintain familiarity with compliance standards mandated within a regulated medical device environment. 
  • Contribute code to a medical device software for cloud connectivity, including OTA (Over-the-air updates), Telemetry, User Management, MIoT (Medical Internet of Things), and PACS (Picture Archiving and Communication System) relay.

Knowledge, Skill & Abilities:

  • Building modern cloud services on AWS, GCP, or Azure. 
  • Backend web development, including best software engineering practices, efficient object-oriented software design, and building modern back-end systems (Python). 
  • Building and developing APIs and restful web services (Node.js, Flask/Nginx, Docker, PostgreSQL, SQLAlchemy). 
  • Front-end web development (Javascript, Typescript) and modern frameworks (React). 
  • Working with Product and UI/UX designers, translating wireframes and requirements into web applications. 

Education & Experience:

  • Bachelor's degree in Computer Science or related field and 8years’ of work experience; or Masters Degree in Computer Science and 5+ years of work  experience; or equivalent work experience.
  • Prior experience working in a regulated environment preferred.