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 .

Python Engineer

Twisto · Warsaw, Mazowieckie, Poland

Company Description:

Twisto, a Param Company, is a modern financial services provider in Central and Eastern Europe. With our app, people have full control over their payments - they can defer or split purchases, share expenses, pay invoices, or shop with virtual and physical cards. We deliver clarity, convenience, and fair exchange rates both at home and abroad. We are a company that keeps growing, innovating, and expanding our services to make everyday life easier for our customers.

Your future challenges:

We’re currently looking for a Python Engineer to join our team! You’ll work closely with Engineering Managers, Product Analysts/Managers, and fellow engineers to refine user stories, shape requirements, and help identify, prioritize, and execute tasks across the software development life cycle.

What you’ll be doing:

  • Develop and maintain Python applications with clean, reliable, and maintainable code.

  • Translate business requirements into practical, technical solutions.

  • Implement new features, perform code reviews, provide technical support, and fix bugs.

  • Contribute to system architecture design and maintain up-to-date technical documentation.

  • Actively participate in code reviews and help raise engineering standards across the team.

  • Communicate clearly and effectively with stakeholders and team members, both verbally and in writing, about technical solutions and project progress.

Our tech-stack is continually evolving, but to give you a flavour of what we’re currently working with, here are some of the tools we use;
Languages:
 Python.
Tools:
Kubernetes, Terraform, Docker, AWS Cloud, Grafana, Firebase.

Methodologies: Agile, Scrum; we have 14-day sprints, and SU are held online using Slack.

What Twisto can offer:

  • A place to grow and do meaningful work - We support you in developing your skills, taking ownership of your projects, and sharing ideas that improve the way we work.

  • Friendly and open culture - No dress codes, no unnecessary bureaucracy. We’re a close-knit, collaborative team that values transparency and agility - and while we’re not fully there yet, we’re striving for simplicity, supported by the right amount of documentation.

  • Flexibility that keeps us connected - We embrace remote work but value face-to-face communication. To stay in sync, we gather at our Warsaw or Prague offices at least twice a month, so being within commuting distance is key.

  • Benefits you’ll actually use - MultiSport card, Benefit Card, fresh fruits 🍎 in the office, team events, and at least 5 weeks of vacation per year.

  • Be part of something exciting - Twisto is growing in Europe, and your work will directly contribute to that journey 🌍.

Requirements

  • At least 4-5 years of experience as Software Developer.

  • Should have an experience with fintech processes and big plus knowledge of cards issuing/processing.

  • Clean coding methodologies (SOLID, YAGNI).

  • Fluency in SQL, Python, Unix/bash scripting.

  • Ability to write easily understandable and maintainable code in multiple programming languages.

  • Experience with SQL databases (PostgreSQL, MySQL).

  • Good understanding and working knowledge of Django.

  • Knowledge of JIRA and Confluence.

  • Experience working in cross-functional teams is an advantage.

  • English at a minimum B2 level.

Join us and help build the future of fintech - delivering secure, scalable, and intelligent solutions for our customers and teams 🚀