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 .

C++ Software Developer

Drweng · Montreal

DRW is a diversified trading firm with over 3 decades of experience bringing sophisticated technology and exceptional people together to operate in markets around the world.  We value autonomy and the ability to quickly pivot to capture opportunities, so we operate using our own capital and trading at our own risk. 

Headquartered in Chicago with offices throughout the U.S., Canada, Europe, and Asia, we trade a variety of asset classes including Fixed Income, ETFs, Equities, FX, Commodities and Energy across all major global markets. We have also leveraged our expertise and technology to expand into three non-traditional strategies: real estate, venture capital and cryptoassets. 

We operate with respect, curiosity and open minds. The people who thrive here share our belief that it’s not just what we do that matters–it's how we do it.  DRW is a place of high expectations, integrity, innovation and a willingness to challenge consensus.

We are looking for passionate C++ Software Developers to develop new and improve existing low latency data processing systems. As a member of our team, you will be integral in the interaction between research and trading teams, you will have the opportunity to work with cutting-edge low latency technologies and will be surrounded by senior technologists providing you with the best possible environment to succeed.

 

How you will make an impact:

  • Developing scalable and performant software using software engineering best practices
  • Building and maintaining a low latency trading system
  • Analyzing and discussing requirements from stakeholders
  • Facilitating discussions on code implementation, testing, software architecture best practices
  • Driving projects and leading new initiatives
  • Actively engaging with others on the development team to resolve challenging design and coding issues
  • Evaluating appropriate new technologies, tools, frameworks and software components for integration

 

What DRW Montreal has to offer you:

  • Mentorship with experienced software developers, database administrators, and technical project managers
  • Continuous learning through paid postgraduate degrees, Dev Lightning talks, online learning support and 1 on 1 language tutoring with Berlitz
  • 40 hours of paid volunteer work at the organization of your choice
  • Bi-weekly social activities, monthly wellness plan, on-site weekly massages, and games room
  • Daily catered meals (breakfast and lunch) with unlimited snacks and beverages
  • Competitive salary, matching RRSP, paid company phone, laptop, and work from home set-up

 

What you bring to the team:

  • Extensive experience developing high-availability systems in C++ with very tight latency constraints
  • A background in multi-threaded programming and a strong understanding of hardware/software interaction
  • Are comfortable working “under the hood” and skilled in performance tuning (applications, Linux, socket I/O, etc.) and troubleshooting
  • Strong understanding of C++11/14/17/20, boost, STL
  • Strong understanding of software engineering principles and best practices
  • Strong verbal and written communication skills in English
  • Dedicated team player and a passionate problem solver with strong interpersonal skills

 

Find out more about all of our perks & benefits at https://drw.com/work-at-drw/montreal-benefits.

 

For more information about DRW's processing activities and our use of job applicants' data, please view our Privacy Notice at https://drw.com/privacy-notice.

California residents, please review the California Privacy Notice for information about certain legal rights at https://drw.com/california-privacy-notice.

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