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 .

Sales Trainee, Intern

Tencent · UAE-Dubai

Business Unit

Cloud & Smart Industries Group (CSIG) is responsible for promoting the company's cloud and industry Internet strategy. CSIG explores the interactions between users and industries to create innovative solutions for smart industries via technological advancements such as cloud, AI, and network security. While driving the digitalization of retail, medical, education, transportation and other industries, CSIG helps companies serve users in smarter ways, building a new ecosystem of intelligent industries that connect users and businesses.

What the Role Entails

Embark on an exciting journey with Tencent Cloud International as a Associate Account Representative who is expected to join the sales trainee program based in Dubai after graduation. This role offers you the opportunity to develop expertise in Go-To-Market strategies, build key business relationships, and lay a strong career foundation in the fast-growing public cloud industry. You will receive professional trainings from mentors and fellows and gain hands-on experience in the headquarter in China for the first 6 months or before your graduation, whichever longer. You will grow to play a pivotal role in identifying opportunities and driving success in the MENA cloud market. Proficiency in English and Chinese is essential, and command of Arabic language and living/study experience in the Arabic world will be a plus.

  • Account Management Support: Assist senior sales team members in managing customer accounts, including contract preparation, negotiation, and handling administrative tasks.

  • Relationship Management: Cultivate and maintain strong relationships with stakeholders, offering guidance and support to ensure satisfaction and foster long-term partnerships.

  • Lead Generation: Leverage networking and prospecting skills to identify potential clients, generating leads and uncovering new sales opportunities aligned with Tencent Cloud’s business goals.

  • Sales Strategy and Execution: Collaborate with the Business Contracts Manager to negotiate contracts and execute strategic account plans. Contribute to sales forecasting and revenue growth.

  • Product Expertise: Develop an in-depth understanding of Tencent Cloud’s product offerings to craft tailored service solutions. Work closely with the Solutions Engineer team to address customer needs effectively.

  • Market Insights: Analyze industry trends and customer data to inform sales strategies and provide recommendations for improving market competitiveness.

Who We Look For

  • Final-year undergraduates/graduate students in Computer Science/Business/Marketing/International Trade or its relevant majors.

  • Strong interest in Sales, Business Development, and Account Management within the IT, tech and cloud services industry. Prior experience in cloud or software sales internships is a plus.

  • Proficiency in English and Chinese Mandarin is required. Arabic language or living/study experience in the Arabic countries will be advantageous.

  • Excellent communication, presentation, and problem-solving skills. Bright and adaptable; passionate and entrepreneurial.

  • Acceptance of challenges and job location in Dubai after turning into full-time sales trainee.

Equal Employment Opportunity at Tencent

As an equal opportunity employer, we firmly believe that diverse voices fuel our innovation and allow us to better serve our users and the community. We foster an environment where every employee of Tencent feels supported and inspired to achieve individual and common goals.