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 .

Control Systems Software Engineer

Marvelfusion · Munich

Who we are

Founded in 2019, Marvel Fusion is Europe’s leading fusion energy company, uniting 75 scientists, engineers, and entrepreneurs across our locations in Munich and Colorado. 

Backed by over €385 million in public and private funding, we’re driven by a shared mission: to deliver clean, abundant energy to the world. 

Why Marvel Fusion

By joining us, you will be:

  • Solving one of the most complex technological challenges known to humanity, harnessing Fusion on Earth
  • Part of a highly purpose-driven team working on providing the world with clean, safe and abundant energy
  • Working alongside world-leading scientists and entrepreneurs in the field of Fusion
  • Part of a start-up where growth on a company and individual level is the default

The impact you will make

As a Control System Software Engineer you will participate in development of Control Systems for various components of a laser facility. You will work at the border between complex time critical hardware components and modern software technologies, establishing tools for automated development, testing and deployment of Control System software. You will work in a close contact with engineers and scientists who develop and use high power laser systems. You work will be critical to achieving stable, repeatable and safe laser operation on the path to commercial fusion energy.

Your responsibilities

  • Develop, program and commission realtime automation architectures and machine protection systems around Beckhoff PLCs for various subsystems.
  • Design, build and support CI/CD pipelines for the Control System software.
  • Elicit and manage technical requirements together with engineers and scientists.
  • Collaborate on, and improve architecture and technology stack of the Control Systems. 
  • Define and document functional specifications, test plans and acceptance criteria.

What you bring

  • Bachelor’s or Master’s degree in IT or related Engineering field
  • 3+ years of hands-on industry experience in software development, related to backend or control system programming
  • Extensive experience programming in OOP languages like: C++, Python, Java, C#, Kotlin, Rust or similar
  • Understanding of modern software development practices, processes and tools (CI/CD, Git, automated testing, etc.)
  • Experience of working in a software development team following established software development practices and processes
  • Fluent English; German proficiency is welcome 
  • Flexibility, adaptability and a hands-on, can-do attitude 

What sets you apart

  • Experience with Beckhoff PLCs and TwinCAT (structured text, ladder or function blocks)
  • Experience with EPICS (epics-controls.org) development
  • Experience with development of distributed systems
  • Experience of working with scientific facilities like laser laboratories, accelerators, etc
  • Understanding of real-time control concepts and common industrial fieldbuses and interfaces such as EtherCAT, Modbus-TCP, and serial protocols

What we offer

Our mission is motivation enough for many. But we also support our team with benefits that foster wellbeing and growth: 

  • Public transport reimbursement 
  • EGYM Wellpass fitness club access 
  • Complimentary health insurance 
  • Professional development support 
  • Healthy office snacks 

For more information on how we process your application data, please review our privacy notice.