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 .

Full stack Engineer

Olivai · Remote - India

About Us

Oliv.AI is a SalesTech global startup headquartered in San Francisco, debuting the world's first team of AI Agents for sales. With our recent $5.2M Seed funding, we solve one of the biggest problems for revenue teams: unreliable deal data. Oliv captures Deal Intelligence from every meeting, call, and email—without any rep involvement. The result is a clear, detailed view of every deal, presented in scorecards built on trusted sales methodologies like MEDDICC, BANT, and SPICED. Our AI agents are built for sales teams—sales managers, AEs, and RevOps—handling the work that takes them away from selling. With Oliv AI, sales teams can bring back focus on deals, strategy and conversation.

About The Role:

As part of the core engineering team, you will design, build and own products that our users love and use on a daily basis. You will do this using Clojure(script), a functional programming language that truly makes developing software a joyful experience

We are looking for engineers who have a strong customer centric mindset and a deep sense of ownership of the product. We like engineers who have a strong attention to detail and like to constantly learn new technologies, systems & thought processes. Not only will you be responsible for building a great product, but also a great company that is thought through from first principles. You will enjoy working with us if you like to put your engineering hat on, challenge everything and solve hard problems.

We are a small team of passionate engineers that are focused on developing great software for our users. We move fast and have strong internal and external feedback loops that we act on and improve ourselves. We deliberately chose Clojure(script) as our language of choice as it helps us ship great bug free products and be very productive, at the same time. We try to be system thinkers with strong first principles based reasoning. We strongly believe that trust and autonomy is necessary to come up with the best products and customer experience. In summary, we want to do our best to help our users be more productive and do our part in helping make the world a better place.

What You’ll Do: 

  • Systematically designing, developing & deploying new products
  • Taking strong ownership of the product and improving it based on customer feedback and product analytics
  • Improving our culture and engineering/product practices
  • Helping with future hiring, onboarding and growing the company
  • Develop in (and learn) Clojure(script) (a strong functional programming language) and Python which has some of the best tooling for iterative (repl based) development 
  • Question the status quo about the current practices and systematically reason about why is it currently that way and what can be improved upon

What We Need: 

  • Have experience in building Single Page Applications using HTML/CSS, Typescript and a JS framework, preferably React.js
  • Have backend experience using technologies like Python, Node.js, Ruby on Rails, etc.
  • Have experience with or aspirations to learn functional programming practices
  • Have a good understanding of modern web server-client architecture and concepts like REST based APIs, etc.
  • You like to work in a fast paced environment with strong autonomy about decisions within the development & design of the products

What We Offer:

  • Highly competitive compensation package, including meaningful equity with terms you'll actually be able to benefit from
  • Group Health Insurance & Wellness Plan: Suite of health benefits through Plum, including 5L SI insurance coverage for parents and family, unlimited access to medical specialists, mental health support, nutrition advice, and comprehensive annual health check-ups.
  • Flexible remote WFH workplace #LI-remote
  • All the tools you need to succeed including a Macbook
  • Flexible work hours because we want you to work your best way
  • We help our team build their career and unleash their potential - we foster top talent and build distinct tailored growth plans which elevate both skills and income

We want to make sure everyone has an equal chance to participate and make a difference. Oliv.AI is an equal opportunity employer and prioritizes building a diverse and inclusive workplace. We provide equal employment opportunities to all employees and applicants of any type and do not discriminate based on race, color, religion, national origin, gender, age, sexual orientation, physical or mental disability, genetic information or characteristic, gender identity and expression, veteran status, or other non-job related characteristics or other prohibited grounds specified in applicable federal, state, and local laws. Oliv’s policy is to comply with all applicable laws related to nondiscrimination and equal opportunity and will not tolerate discrimination or harassment based on any of these characteristics. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation, and training.