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 .

Financial Intern

Caterpillar · Singapore, Singapore

Career Area:

Students and Graduates

Job Description:

Your Work Shapes the World at Caterpillar Inc.

When you join Caterpillar, you're joining a global team who cares not just about the work we do – but also about each other.  We are the makers, problem solvers, and future world builders who are creating stronger, more sustainable communities. We don't just talk about progress and innovation here – we make it happen, with our customers, where we work and live. Together, we are building a better world, so we can all enjoy living in it.

Are you an inspired undergraduate looking for a challenging career start? If you answered yes… then consider Cat. Caterpillar is a place that provides you with a challenging and inclusive environment to help make a difference globally.

We offer an Internship Program for a period of 6 months

We are looking for an enthusiastic and driven Undergraduate to join Caterpillar Financial Services Asia Singapore. Cat Financial provides retail and wholesale financing solutions and extended protection products to Cat customers and dealers for the complete line of Cat machinery and engines, Solar® gas turbines, other related equipment and marine vessels. Whether our customers are looking to finance equipment, acquire working capital, improve cash flow or protect their investment, Cat Financial understands our customers’ businesses and has the solutions to fit their needs.

Job Summary

This internship offers a hands-on opportunity to learn about various aspects of accounting and finance while contributing to meaningful projects and gaining valuable insights into our industry.

What You Will Do

  • Performs routine accounting duties

  • Gather schedules for the auditors and assist in audit and tax filing.

  • Verifies accuracy and completeness of accounting information received. 

  • Prepare various reports and/or spreadsheets as and when necessary.

  • Performs reconciliation work.

  • Other ad hoc projects (Anti-money Laundering, Process Automation, SOX Controls Testing) & administrative activities as and when assigned.

What You Have

  • Accounting or Finance undergraduate students

  • Proficient in MS office (such as Excel, Word and PowerPoint)

  • Familiarity with Microsoft Power Apps (i.e. Power BI, Power Query, Power Automate etc.) will be considered an advantage

  • Fast learner

  • Strong analytical skills

  • Good written and verbal English communication skills to communicate with all levels of external and internal personnel

Learning Outcomes

  • Gain first-hand experience with an industry leader

  • Gain real-world accounting experience working in a finance institution

How We Support You (Internship Benefits)

Our goal at Caterpillar is for you to have a rewarding internship. Besides a monthly stipend, additional benefits include paid annual leave (pro-rated based on internship period), medical leave, in-house cafeteria and transportation from Boon Lay MRT station.

Final Details

Caterpillar is not currently hiring individuals for this position who now or in the future require sponsorship for employment visa status; however, as a global company, Caterpillar offers many job opportunities outside of Singapore which can be found through our employment website at www.caterpillar.com/careers.

Posting Dates:

March 3, 2026 - March 30, 2026

Caterpillar is an Equal Opportunity Employer.  Qualified applicants of any age are encouraged to apply

Not ready to apply? Join our Talent Community.