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 Architect, Agentic AI Delivery

Kasisto · New York City or Remote

Kasisto is seeking a creative and resourceful Solution Architect to work with customers on the design, development, and deployment of agentic applications for financial services. This hands-on role will include integration with enterprise systems, knowledge sources, communication channels, and analytics tools as part of the end-to-end solution.

We will consider only candidates who can work full time in our New York City office or fully remote in the US Eastern or Central time zones.

Key Responsibilities

  • Act as a trusted advisor, guiding customers on implementation options and deployment activities. 
  • Lead the discovery process with customers to capture their technical requirements and business objectives.
  • Drive consensus with the customer on the proposed approach and timeframe.
  • Identify and craft requirements for capabilities that need to be created as part of the recommended solution.
  • Participate in project-specific development activities, either as the primary developer or contributing to a team effort.
  • Assist with validation of the complete solution in development, staging, and production environments.
  • Monitor and optimize deployments in response to evolving business needs.
  • Create and maintain the documentation archive specific to each implementation. 

Required Skills

  • At least 3 years of  hands-on experience in solution architecture and integration, preferably in the financial services industry.
  • Experience implementing solutions incorporating AI, ideally agentic AI in a production environment.
  • Working knowledge of the regulatory, security, and governance needs of financial institutions.
  • Strong ability to communicate clearly with technical and non-technical stakeholders from the trenches to the C-suite.
  • Proficiency with AWS and Azure environments.
  • Capable of building production-ready scripts or code for data manipulation and API integration, either directly or using AI tools.
  • General knowledge of Java or Python sufficient for building, enhancing, and debugging proprietary tools.
  • Comfortable with solving problems in a complex and ambiguous context. 
  • Willingness to “wear many hats” and “roll up your sleeves” as is common in a fast-paced, nimble company such as ours.
  • Bachelor’s degree in Computer Science, Engineering, or a related field.

Desired Skills

  • Experience with banking platforms such as Candescent, Q2, FIS, and Jack Henry.
  • Familiarity with voice systems and modern telephony.
  • Understanding of contact center architecture and operations.
  • Conversational Spanish fluency, ideally as a native speaker.

What We Offer

  • Base salary of $120,000 to $140,000, commensurate with experience.
  • Comprehensive benefits package.
  • Collaborative work environment within a small team focused on delivery projects.
  • Hands-on experience with leading AI technology.
  • Unfortunately, we are unable to provide visa sponsorship now or at any time in the future, and relocation assistance will not be provided.

About Kasisto

Kasisto delivers AI you can bank on. We enable financial institutions around the world to deploy intelligent digital agents that are trusted, compliant, and deeply knowledgeable about assisting both employees and customers. Our agentic AI platform, KAIgentic, allows organizations to tap into a wide range of knowledge sources and integrate with their operational infrastructure, enabling conversational assistance through websites, mobile apps, and voice communications.