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 .

Solution engineer

Mitsogoinc · Alpharetta

About Mitsogo | Hexnode

Mitsogo is a global organization that highly values the contributions of each employee. Our ability to attract top talent is a testament to our commitment to fostering a sense of belonging for everyone. We recognize the rapid evolution of technology and society that impacts our industry, and we prioritize equipping our employees with diverse opportunities and empowering them with a wide range of skills.

Hexnode, the Enterprise software division of Mitsogo Inc., was founded to simplify how people work. Operating in over 100 countries, Hexnode UEM empowers organizations in diverse sectors. Fueling the transformation to a seamless ecosystem of connected tools, Hexnode is revolutionizing the enterprise software and cybersecurity landscape.

 

Job Overview:

As an Solution Engineer, you will be a key player in shaping the success of our product by collaborating with the sales and product development teams. You will be responsible for understanding customer needs, presenting product demonstrations, and showcasing the value of our product.

Responsibilities:

  • Engage with potential clients to understand their business requirements and challenges.
  • Conduct a thorough needs analysis to align our product with customer needs.
  • Conduct compelling and informative product demonstrations to showcase the features and benefits of our solution.
  • Customize demonstrations to address specific customer requirements and pain points.
  • Develop a deep understanding of the technical aspects of our product and its integration with diverse IT environments.
  • Collaborate with the product development team to stay informed about the latest features and updates.
  • Work closely with the sales team to provide technical expertise during the sales process.
  • Collaborate with the marketing team to develop and enhance sales collateral and presentations.
  • Build and maintain strong relationships with key stakeholders, including IT decision-makers.
  • Address customer inquiries and concerns during the presales process.
  • Stay informed about industry trends, competitor products, and market demands.
  • Provide feedback to the product development team based on customer interactions.

Requirements:

  • Bachelor’s degree in a relevant technical field or equivalent work experience.
  • Minimum 10+ years of professional Pre-sales experience required specifically in technical sales or a similar customer-facing role within the SaaS industry, with a strong focus on complex structured products.
  • Proven experience in presales, technical sales, or a similar customer-facing role within the SaaS industry.
  • Strong technical acumen and the ability to understand and articulate complex technical concepts.
  • Excellent communication and presentation skills.
  • Ability to work independently and collaboratively in a fast-paced environment.
  • Prior experience in the MDM/UEM (Unified Endpoint Management) domain is a plus.