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 .

IT Analyst/Project Manager

Oakslab · Prague

* This position is hybrid, so being located in Prague is essential

* This is a long-term contract engagement

ABOUT US

We are a leading product development partner specializing in custom web and mobile application development. With Silicon Valley founders and top-tier European tech talent, we operate from Prague and have successfully delivered over 65 software products for early-stage startups, scaleups, and global enterprises.

  • Founded in 2016

  • Headquartered in Prague

  • Built and launched 65+ products

  • 85+ team members

  • Driving product innovation for leading US companies

RESPONSIBILITIES

As an IT Analyst/Project Manager you will play a pivotal role in bridging the gap between business needs and technical development of the product.

  • Requirements Analysis: Collaborate with stakeholders to gather, analyze, and document detailed business and technical requirements for the product, ensuring clarity and alignment across teams.

  • System Design & Architecture: Design and propose scalable system architectures, data models, and technical workflows

  • Technical Feasibility: Evaluate the technical feasibility of proposed features, identifying potential risks, dependencies, and opportunities for optimization.

  • Process Optimization: Analyze and improve technical processes, ensuring efficient integration of APIs, third-party services, and cloud-based infrastructure.

  • Cross-Functional Collaboration: Work closely with engineering, QA, and design teams to ensure seamless translation of requirements into development-ready specifications and to support implementation throughout the product lifecycle.

  • Data-Driven Insights: Leverage data analytics to assess system performance, identify bottlenecks, and recommend enhancements to improve product reliability and user experience.

  • Documentation: Create and maintain comprehensive technical documentation, including system diagrams, API specifications, and user flows, to support development and stakeholder communication.

  • Progress Tracking & Reporting: Monitor project progress, manage tasks, and provide regular status reports to leadership.

  • Stakeholder Communication: Act as a technical liaison between non-technical stakeholders and engineering teams, ensuring clear communication of complex technical concepts.

SKILLS & REQUIREMENTS

  • Technical Expertise: 3+ years of experience as an IT Analyst with a strong understanding of cloud-based architectures (e.g., AWS, Azure, GCP), APIs, and microservices.

  • Project Management Skills: Ability to define project scope, goals, and deliverables

  • Analytical Mindset: Exceptional problem-solving skills with the ability to break down complex business requirements into clear, actionable technical specifications.

  • Collaboration Champion: Proven experience working with cross-functional teams, including Product Managers, developers, and designers

  • Communication Skills: Excellent verbal and written communication skills, with the ability to explain technical concepts to non-technical stakeholders

  • Detail-Oriented: Strong attention to detail, with a focus on creating precise documentation and ensuring technical accuracy in all deliverables.

  • Tool Proficiency: Familiarity with tools such as Jira, Confluence, Productboard, Miro or equivalent for requirements management, system design, and API testing.

  • Security: Familiarity with security best practices (HIPAA knowledge desirable but not essential)

  • Telehealth experience: Healthcare experience is preferred but not essential

Important Notice: OAK'S LAB communication, including interview requests and job offers, are only sent from an "@oakslab.com" or "@oaks-lab.com" email addresses (e.g., [email protected] or [email protected]). Any message from a different email domain is not associated with OAK'S LAB. We will never ask for payment information or banking details via email, phone, or any other communication channel during the interview process. If you receive messages using our name, domain, or brand assets in an attempt to impersonate us or act on our behalf, do not engage. Instead, report it to Econsumer.gov at https://econsumer.gov/ (if you are in the EU), Federal Trade Commission (FTC) at https://reportfraud.ftc.gov/, or the Securities and Exchange Commission (SEC) in case of investment fraud at https://www.sec.gov/tcr (if you are in the US).