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 .

Intern, Software Development

Bosch · Singapore, Singapore, SG

Engineering Internship REF274049H

💼 Role Overview

We are seeking an enthusiastic Software Developer Intern who is currently pursuing a degree or diploma in Computer Science or a related field to join Bosch for a fulfilling internship opportunity! This internship will provide valuable hands-on experience in a corporate environment, allowing you to contribute to real projects while learning from experienced professional. As an Intern, Software Development, you will support the following key tasks in collaboration with experience team members.

🎯 What you will do (Key Responsibilities)

  • Assist in the development of software solutions using modern technologies, including performing testing and preparing documentation.
  • Collaborate with development and testing teams to understand requirements and contribute to coding, testing, and documentation efforts.
  • Learn and apply best practices in software engineering, including coding standards and design principles.
  • Participate in debugging and troubleshooting activities under guidance.
  • Gain exposure to real-world projects and contribute to product releases.
  • Contribute to continuous improvement, automation, or digitalization initiatives

 

👤 What We’re Looking For (Qualifications & Skills)

  • Students pursuing a second year Degree or Diploma in Computer Science or related field.

Interest in learning and working with the following technologies and concepts:

  • Programming & Frameworks: C#.NET, WPF, .NET Framework 4.5 or above, .NET Core, ASP.NET, Web API
  • Database: SQL, SQL Server
  • Design Principles: SOLID Principles, Object-Oriented Programming (OOP)
  • Web Development: React.js / Vue.js, TypeScript (Good to know: Redux, RTK, React Query, Axios, Tailwind CSS / Material UI)
  • APIs & Security: RESTful API, OAuth2/JWT, Swagger
  • ORM Tools: Entity Framework / Dapper
  • Version Control & Tools: TFS
  • Strong willingness to learn and adapt to new technologies.
  • Good problem-solving skills and attention to detail.
  • Ability to work collaboratively in a team environment.
  • Good communication skills and a strong team player.

💎 Why Intern With Us?

We don’t just offer jobs—we build careers. At Bosch, you’ll benefit from:

  • 🧠 Real-world experience apply classroom knowledge to practical, real-life work scenarios
  • 📈 Skill-development build technical and soft skills while being part of the team “in-action”
  • 💼 Opportunities to network and learn from industry professionals
  • 🤝 Inclusive culture built on respect, collaboration, and empowerment

📅 Next Steps

Our recruitment process typically includes:

  1. Application screening
  2. Interview(s) with Hiring Manager, Business Leaders and HR

Ready to grow your career with Bosch? 🚀 Apply Now!