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 IT Consultant

Pliancy · Boston, Massachusetts, United States

About us

Pliancy is fundamentally changing the way businesses value technology. We're on a mission to prove that the right technology (and the right technologists) can help accelerate progress toward radical, ambitious goals. Pliancy specializes in partnering with life sciences organizations, capital management firms, and emerging startups, providing IT support to bold leaders pushing science and technology forward.

Our employees and clients find that we’re starkly different from other IT organizations because we challenge the status quo in two major ways: by putting people first in every decision we make, and by innovating towards simplicity every chance we get. As a people-first company that invests in the long-term success of our employees, we’re looking for creative thinkers who like to solve interesting problems. We prioritize curiosity and empathy in all of our hiring decisions.

 

About the Role

What's an average day like?

The clients you’ll work with are primarily life sciences organizations and capital management firms (likely venture capital, private equity, or hedge funds). Pliancy prides itself on working with clients who respect our team and expertise. You will typically be integrated with your assigned client(s), focusing on meeting their IT operational needs. You’ll get to solve interesting, important challenges in collaboration with teammates who have a passion for technology and helping people. If you love innovating, building relationships, and socializing with fellow team members, you’ll love our culture.

A typical week is a mix of four-hour and eight-hour scheduled site visits consulting with your primary clients, researching solutions, implementing projects, using technology to improve processes and workflows, improving documentation, training users, and responding to ad-hoc requests. When not scheduled at your clients’ sites, you may drop in at the local office to collaborate with a coworker on pending issues. The remainder of the time is spent with the team on internal solutions, special projects, ticket escalations, and learning new technologies.

Who are we looking for?

You are passionate about technology and love learning new things. You’re an attentive, curious person who loves connecting with the people you support and working in a team environment. To you, clients are people, not just ticket numbers or cases to solve; you build relationships and, as a by-product, you build trust. Few things make you feel better at the end of a workday than helping your team work swiftly and efficiently toward a common goal. You look out for your clients and colleagues, and they’re grateful for your responsiveness. You enjoy solving business problems through the clever use of emerging technologies, often pioneering the adoption of new tools.

Responsibilities

  • Drive the adoption of forward-thinking technology in rapid-growth environments
  • Develop unique, cutting-edge solutions to business problems by leveraging technology
  • Scope client solutions, identify the best option(s), and implement them within client environments
  • Provide high-touch support to executives, executive assistants, and staff
  • Troubleshoot day-to-day technical issues and assist with daily requests
  • Manage IT operations for clients, including user administration and support
  • Train users on and assist with the use of tools and technology to meet business needs
  • Document assets, configurations, passwords, processes, etc. to ensure current and accurate records
  • Assist with office moves, upgrades, and AV deployments

Requirements

Note: We will review and consider all applicants.

Should have

  • Willing and able to commute within Boston
  • 5+ years of general IT support experience
  • Extensive macOS and Windows desktop experience
  • Extensive M365 & Google Workspace administration experience
  • MDM (device posturing) experience (Addigy, Intune)