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 .

Senior Software Engineer

Stryker · Bangalore, India

Work Flexibility: Hybrid

Who we want:

Analytical problem solvers. People who go beyond just fixing to identify root causes, evaluate optimal solutions, and recommend comprehensive upgrades to prevent future issues.

Dedicated achievers. People who thrive in a fast-paced environment and will stop at nothing to ensure a project is complete and meets regulations and expectations.

Curious learners. People who seek out cutting-edge research and information to expand and enhance their ability to develop new ideas into reality.

Goal-oriented developers. Keeping the customer and requirements squarely in focus, people who deliver safe and robust solutions.

Effective communicators. People who can interpret information clearly and accurately to concisely communicate results and recommendations to stakeholders, senior management, and their teams.



What you will do:
Technical Responsibilities:
• Lead the design and development of software components in alignment with requirements and architecture defined
• Apply and mentor others on advanced engineering theories, principles, and concepts
• Conduct, design, and select advanced prototyping and testing
• Lead and guide in the correction of complex product design issues
• Conduct technology exploration and influence application in the business
• Translate user needs to design inputs/ specifications and produce complex system level designs independently
• Develop a number of invention disclosures, patents or trade secrets
• Independently make design tradeoff decisions while designing multiple components of the system
• Ability to generate and review the necessary documents with project teams. (requirements/design/architecture/bugs/test)


Business Responsibilities:
• Contribute to competitive and market strategy by demonstrating in-depth knowledge of the market, customer dynamics and competitive offerings
• Apply strong understanding of clinical procedures to enhance product development
• Contribute to and execute customer facing activities like voice of customer and customer-centric design in partnership with internal and external stakeholders
• Demonstrates financial acumen


Med Device Compliance:
• Mentor others as a business unit expert on the usage of industry standards, including design requirements and test strategies per applicable regulations
• Lead others to create and refine engineering documentation, such as the Design History file and creates more progressive technical content
• Contribute to R&D procedures and development of industry standards working closely with cross-functional business units


General Responsibilities:
• Work cooperatively with R&D, Quality, Manufacturing, Regulatory, Clinical, Marketing and Project Management to ensure project success, both leading and influencing other leaders on the team
• Identify and lead the creation of or improvements to procedures, policies, processes, systems, and technology required
• Execute and lead segments of complex product development to advance projects through the design /development/launch process
• Contribute to complex product development through release and lead one technical area of expertise
• Hold self and others accountable to deliver high-quality results with passion, energy and drive to meet business priorities
• Mentor, develop and inspire others in current and future roles
• Lead code reviews for systems applying design principles, coding standards and best practices

Minimum Qualifications (Required):
• Bachelor's degree in Software Engineering/ Computer Science or related discipline & 12+ years of work experience

Preferred Qualifications (Strongly desired):

  • 12+ Software Development experience with 5-7 years of experience in Windows-based Applications

  • 5+ years of experience as a technical architect.

  • Solid hands-on experience in OOAD, OOPS concepts, C#, WPF, Multi-threading, and communication protocols with .Net Framework 4.0/4.5 & .Net Core.

  • Good hands-on experience in the Design and Development of User Interfaces using MVVM (Model View View Model) and Data Binding.

  • Strong hold on Architecture Designing, Design Patterns & UML

  • Good exposure in multi-tiered application development and databases.

  • Knowledge of native languages and components C/ C++/VC++, Win 32 API, COM.

  • Experience in writing COM interoperability and wrapper applications in C# and C++.

  • Hands-on experience in Medical Industry communication protocols – FHIR, HL7 & DICOM

  • Experience in Device Communication protocols & Tele-conferencing.

  • Experience in Integration of Electronic Health Record (EHR /EMR) Systems.  

  • Experience in Video Integration Software.

  • Knowledge of third-party tools like Bitbucket, Jenkins, JIRA, PTC Integrity, Cruise Control, Visual Studio Enterprise, ANTS etc.

  • Well-versed with Software Dev-Ops practices.

  • Good understanding of SDLC process around new product development

  • Excellent written and oral communication skills. Experience in working with distributed teams across geographies

Travel Percentage: 10%