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 .

Test Automation Engineer

Interactive Brokers · Budapest, Hungary

SFTWRENG - Engineer - Software SWD Brokerage-JG Interactive Brokers Hungary Kft PI Technical interview with Jirui Qiu Technical interview with Pal Barta Interview with Josh Guffin Behavior

Company Overview

Interactive Brokers Group, Inc. (Nasdaq: IBKR) is a global financial services company headquartered in Greenwich, CT, USA, with offices in over 15 countries. We have been at the forefront of financial innovation for over four decades, known for our cutting-edge technology and client commitment.

IBKR affiliates provide global electronic brokerage services around the clock on stocks, options, futures, currencies, bonds, and funds to clients in over 200 countries and territories. We serve individual investors and institutions, including financial advisors, hedge funds and introducing brokers. Our advanced technology, competitive pricing, and global market help our clients to make the most of their investments.

Barron's has recognized Interactive Brokers as the #1 online broker for six consecutive years. Join our dynamic, multi-national team and be a part of a company that simplifies and enhances financial opportunities using state-of-the-art technology.

 

About your Team:

On the Transactional Surveillance Technology team you will be testing infrastructure you build will be critical to maintaining the team's velocity and reliability in detecting market manipulation and financial crimes, directly supporting regulatory compliance and protecting millions of client accounts. The quality and reliability you ensure has real-world impact on market fairness and financial security

What will be your responsibilities within IBKR: 

As a Software Development Engineer in Test and help protect market integrity at massive scale. You'll build and maintain the automated testing infrastructure that ensures reliability across systems processing 1+ billion order events daily—work that directly impacts the fairness and security of financial markets.

  • Build scalable testing frameworks that enable our team to deploy confidently and maintain high system reliability
  • Design comprehensive test suites covering unit, integration, and acceptance testing that catch issues before they reach production
  • Collaborate with engineers and data scientists to embed quality practices throughout the development lifecycle
  • Provide metrics and reporting on test coverage, quality trends, and system reliability
  • Build and maintain monitoring and alerting systems for test infrastructure
  • Develop data quality checks to ensure integrity across pipelines and databases
  • Investigate and triage test failures, working with development teams to identify root causes and implement fixes

What required skill’s you need:

  • Bachelor's degree in Computer Science, Mathematics, Statistics, Physics, or related quantitative field
  • 3+ years of test automation experience with strong coding skills (Python required)
  • Strong experience with unit testing frameworks (pytest, unittest, etc.)
  • Strong communication skills with meticulous attention to detail
  • Experience with version control systems (git)

Experience & Mindset:

  • Solid foundation in testing methodologies and quality assurance principles
  • Strong problem-solving and analytical abilities
  • Self-motivated with ability to drive projects independently

Preferred Qualifications

  • Experience with data quality/lineage platforms (Manta/Ataccama)\
  • Background in performance/load testing tools
  • API and contract testing experience
  • Experience with data engineering concepts and tools
  • Experience with monitoring/observability tools

 

Company Benefits & Perks

  • Discretionary annual bonus (cash and stock)
  • Private healthcare insurance
  • Subsidized recreational pass (AYCM XL package - 80% employer contribution)
  • Daily food allowance in the office
  • Monthly BKK pass
  • Hybrid way of working (2 days home office/week)
  • Modern office in the heart of Budapest with free amenities
  • Great atmosphere with friendly and exceptional colleagues, frequent company outings.
    *The benefits package will be reviewed regularly and may be subject to change.