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 .

Associate, Turnaround & Value Creation

Wearemeru · San Francisco

Meet the Company:
We are MERU. A values-driven, impact-oriented team dedicated to fixing companies. We provide advisory services and data analytics support to middle-market companies ($50M - $2B in annual sales), and our clients include private equity firms, credit funds, investment banks, and law firms. We bring deep turnaround experience, a group of veteran operators, and an incentive-aligned approach to any situation. MERU was founded by professionals from Alvarez & Marsal and McKinsey and has seen rapid growth in the eight-plus years since its founding.

The MERU Way & Valuing Our Team:
We're Partners, not consultants. When you join MERU, you will help our clients solve their most pressing problems, supported by a team of people who will challenge you, support you, and inspire you.

In order to be Partners, we don't silo people into just one functional area of the business, instead advancing our team's capabilities by providing training for every service that MERU offers. Additionally, we don't just focus on technical skills but also leadership style and soft skills, so MERU team members not only know what it means to manage a client engagement but to lead a team to success. In training team members to be well-rounded individuals, we can deliver an overall higher impact to clients, allowing the ability to gain experience in diligence, turnarounds, interim management, data science, and more.

To aid this career advancement and development, MERU provides an internal Coach to each team member in order to guide and maintain their professional development plan goals. Unlike most Firms, we actually focus on the achievement of those goals for each individual team member, providing opportunities that would not usually be offered.

Finally, MERU values personal time, only traveling when necessary in order to celebrate and respect your personal life. We believe that by encouraging and mandating balance, it will lead to happier and longer-tenured team members.

When you come to MERU, you come to further your career and maintain your entrepreneurial spirit, never losing sight of the desire to provide meaningful impact, solutions, and value to clients. Learn more about our colleagues’ core characteristics and culture here: https://wearemeru.com/meru-way/
$150,000 base salary

In addition to benefits, MERU also offers an extremely competitive bonus program that is based on firm contribution efforts, adherence to our core values, and performance.

Overview of MERU Service Offerings:

Performance Improvement:
Help companies identify and achieve their full potential by leveraging a value-focused approach to driving sustainable margin expansion impact. Services include MERU 360° Assessment, Transformation Plan Development, Chief Transformation Officer placement, Cash Cycle and Working Capital Optimization, and Implementation Performance Management.

Turnaround & Restructuring:
Partner with clients during uncertain times to help stabilize operations and rapidly triage the causes of financial distress, charting a path back to long-term sustainability. Services include Interim Management, Turnaround Plan Development and Execution, Liquidity Management, Stakeholder Negotiations, Strategic Alternatives Assessment, Bankruptcy, Insolvency, and Case Management.

Transaction Services:
Partner with private equity firms across the investment lifecycle, from due diligence to portfolio value creation and exit planning. Services include Due Diligence, Pre-Close Planning, Post-Close Implementation, and Exit Planning.

Data Insights:
Work with companies at all stages of their digital transformation journey to automate reporting processes, build scalable data platforms, and leverage predictive analytics to transform data from a liability into an asset. Services include Data Discovery and Analysis, Data Prep and Integration, Self-Service Analytics, Data Visualization and Reporting, Data Science and Advanced Analytics, and Strategy Enablement.

Voluntary Inclusion:
It is MERU’s policy to provide and promote equal opportunity in employment, compensation, and other terms and conditions of employment without discrimination because of race, color, sex, sexual orientation, family medical history or genetic information, political affiliation, military service, pregnancy, marital status, family status, religion, national origin, age or disability or any other non-merit based factor in accordance with all applicable laws and regulations.

Unsolicited Resumes from Third-Party Recruiters:
Please note that we do not accept unsolicited resumes from third-party recruiters unless such recruiters are engaged to provide candidates for a specified opening. Any employment agency, person, or entity that submits an unsolicited resume does so with the understanding that MERU will have the right to hire that applicant at its discretion without any fee owed to the submitting employment agency, person, or entity.
View full listing