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 .

Sales Engineer

Kaseya · Sydney, NSW

Kaseya® is the leading provider of complete IT infrastructure and security management solutions for Managed Service Providers (MSPs) and internal IT organizations worldwide powered by AI. Kaseya’s best-in-breed technologies allow organizations to efficiently manage and secure IT to drive sustained business success. Kaseya has achieved sustained, strong double-digit growth over the past several years and is backed by Insight Venture Partners www.insightpartners.com), a leading global private equity firm investing in high-growth technology and software companies that drive transformative change in the industries they serve.

Founded in 2000, Kaseya currently serves customers in over 20 countries across a wide variety of industries and manages over 15 million endpoints worldwide. To learn more about our company and our award-winning solutions, go to www.Kaseya.com and for more information on Kaseya’s culture.

Kaseya is not your typical company. We are not afraid to tell you exactly who we are and our expectations. The thousands of people that succeed at Kaseya are prepared to go above and beyond for the betterment of our customers.

Kaseya is looking for an experienced Sales Engineer to join our Sydney office to support the Sales team across the APAC region. This role focuses on delivering compelling technical demonstrations and guiding prospective customers through the value of the Kaseya technology stack.

As a key member of the pre-sales organisation, you will partner closely with Account Executives to understand customer challenges and position Kaseya’s solutions through technical discovery, demonstrations, and solution design. While this role supports the broader IT Complete platform, experience with PSA or RMM solutions will be beneficial.

Most engagement with customers will occur through virtual platforms such as Zoom and Microsoft Teams, with opportunities to travel within ANZ for industry events and customer meetings.

Key Responsibilities

  • Design, prepare and deliver technical demonstrations and presentations showcasing the value of the Kaseya technology platform.
  • Partner with Sales Executives to identify customer challenges and position tailored technical solutions.
  • Support the pre-sales lifecycle, including discovery, product demonstrations, proof-of-concept (POC) coordination, and technical validation.
  • Address technical objections and solution architecture questions throughout the sales process.
  • Work with customers to evaluate solutions and ensure successful technical validation during POCs.
  • Support the creation of technical responses for RFI/RFP submissions, proposals, and solution documentation.
  • Maintain strong knowledge across the Kaseya product portfolio, including automation, security, backup, endpoint management, and MSP business management tools.
  • Provide field feedback to product and engineering teams to help influence product development and strategy.

Ideal Candidate

  • Demonstrated experience in a Sales Engineer, Solutions Engineer, or Technical Pre-Sales role.
  • Proven ability to demonstrate technical products and clearly articulate solution value to both technical and business stakeholders.
  • Familiarity with the MSP ecosystem, including tools such as PSA, RMM, endpoint management, security, backup, and automation platforms.
  • Solid understanding of IT infrastructure and networking fundamentals (LAN, WAN, DNS, VPNs).
  • Experience working in Windows environments, with basic knowledge of macOS and Linux.
  • Strong communication and presentation skills, with confidence delivering demos virtually and in person.
  • Curious, proactive, and passionate about learning new technologies and solving customer challenges.

Join the Kaseya growth rocket ship and see how we are #ChangingLives !

Additional information
Kaseya provides equal employment opportunity to all employees and applicants without regard to race, religion, age, ancestry, gender, sex, sexual orientation, national origin, citizenship status, physical or mental disability, veteran status, marital status, or any other characteristic protected by applicable law.