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 .

Strategic Account Executive

Celonis · Seoul, South Korea

Regular - Unlimited Celonis English {'name': 'Greenhouse Customer Success Admin', 'email': 'scrubbed_email_vbt3cdfge9v1p3epujnlja@exampl {'unit': 'USD', 'amount': '1500.0'}

We're Celonis, the global leader in Process Intelligence technology and one of the world's fastest-growing SaaS firms. We believe there is a massive opportunity to unlock productivity by placing AI, data and intelligence at the core of business processes - and for that, we need your help. Care to join us?

The Team:
Our Enterprise Sales team is responsible for selling into Fortune 50-500 brands across EMEA and across Manufacturing, High Tech, Life Sciences, Utilities, Banking and Retail and more. Using a consultative sales approach, you will create and cultivate relationships to build and maintain customers for life.

The Role:
In this role, you will be responsible for generating new business opportunities in Enterprise and Manufacturing accounts, with a focus on the retail industry in the region. You will collaborate cross-functionally to understand the account’s needs and drive the end-to-end sales cycle.

The work you’ll do:

  • Develop and execute a comprehensive account plan for a designated account, aligning the Celonis platform with their core business objectives and exceeding sales targets. Land-and-expand is the typical model.
  • Providing an accurate and regular reporting of your pipeline and forecast. 
  • Engage cross Line-of-Business at C-level and below
  • Represent the entire Celonis suite of solutions from the AX platform to the customer’s mission-critical business. 
  • Engage closely with partners e.g, consulting firms and SaaS vendors(Databrick and AWS)
  • Engage closely with your virtual team, including business development representatives, marketing managers, partner managers, sales engineers / pre-sales, customer success managers, professional services, and implementation partners…

The qualifications you need:

  • 10+ years of experience selling enterprise software at C-level in a new business-focused field sales role (CFO, CPO, COO…)
  • Ability to manage long and complex sales cycles with multiple stakeholders
  • Ability to adapt to a fast-moving, ever-changing, high-growth environment and approach challenges with positivity, creative thinking, and a growth mindset
  • Proven track record of successfully managing and growing a range of client accounts
  • Experience in saas sales in the Enterprise companies, or a Manufacturing background, is a strong advantage 
  • Strong communication and presentation skills in Korean and English
  • Willingness to be collaborative, inclusive, to embrace diversity, and to have strong interpersonal skills #differentmakesusbetter
  • Ability to leverage internal resources and work as a team #bestteamwins

#LI-DH2

What Celonis Can Offer You:

  • Pioneer Innovation: Work with the leading, award-winning process mining technology, shaping the future of business.
  • Accelerate Your Growth: Benefit from clear career paths, internal mobility, a dedicated learning program, and mentorship opportunities.
  • Receive Exceptional Benefits: Including generous PTO, hybrid working options, company equity (RSUs), comprehensive benefits, extensive parental leave, dedicated volunteer days, and much more. Interns and working students explore your benefits here.
  • Prioritize Your Well-being: Access to resources such as gym subsidies, counseling, and well-being programs.
  • Connect and Belong: Find community and support through dedicated inclusion and belonging programs.
  • Make Meaningful Impact: Be part of a company driven by strong values that guide everything we do: Live for Customer Value, The Best Team Wins, We Own It, and Earth Is Our Future.
  • Collaborate Globally: Join a dynamic, international team of talented individuals.
  • Empowered Environment: Contribute your ideas in an open culture with autonomous teams.

About Us:

Celonis makes processes work for people, companies and the planet. The Celonis Process Intelligence Platform uses industry-leading process mining and AI technology and augments it with business context to give customers a living digital twin of their business operation. It’s system-agnostic and without bias, and provides everyone with a common language for understanding and improving businesses. Celonis enables its customers to continuously realize significant value across the top, bottom, and green line. Celonis is headquartered in Munich, Germany, and New York City, USA, with more than 20 offices worldwide.

Get familiar with the Celonis Process Intelligence Platform by watching this video.

Celonis Inclusion Statement:

At Celonis, we believe our people make us who we are and that “The Best Team Wins”. We know that the best teams are made up of people who bring different perspectives to the table. And when everyone feels included, able to speak up and knows their voice is heard - that's when creativity and innovation happen.

Your Privacy:

Any information you submit to Celonis as part of your application will be processed in accordance with Celonis’ Accessibility and Candidate Notices

By submitting this application, you confirm that you agree to the storing and processing of your personal data by Celonis as described in our Privacy Notice for the Application and Hiring Process.

Please be aware of common job offer scams, impersonators and frauds. Learn more here.