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 .

Database Administrator (DBA)

Sjp · Cirencester, GB

Database Administrators play a critical role in the success of providing our community with a performant, reliable database platform and are called upon to design and support the right solutions for the business needs. Beyond providing high standards of service and general support, they must effectively work in a consultative role for each project to make recommendations on the appropriate solution, to improve performance of the platform and to plan proactively for both internal and user driven changes and growth. The role requires a high degree of self-management, proactivity and positivity with regard to delivering internal objectives, take personal accountability, strong communication and technology acumen. Continual knowledge transfer, training and mentoring of less knowledgeable staff is expected. Who we're looking for: A proactive and meticulous person who is passionate about delivering reliable, high-performing database solutions. You’ll be someone who thrives on solving complex technical problems, while maintaining high standards of quality, security, and resilience across our estate. With a natural curiosity and commitment to continuous learning, you’ll stay ahead of emerging technologies and contribute ideas that help us evolve. You will be able to build strong relationships, confidently engage with technical and non-technical team members. You’ll be trusted to work independently, take ownership of your workload, and support others through mentoring and knowledge sharing—bringing a positive, can-do attitude to everything you do. What you'll be doing: Implementation of automated backup, restore and verification process for all critical databases. Ensuring availability and performance of the databases that support the system Ensure associated hardware resources allocated to the databases and to ensure high resilience and performance tuning. To work with, all members of Technology Operations, particularly Cloud Ops Engineers, Cyber, Infrastructure Engineers and other areas such as Solution Architects, Application Developers and Project teams to design the infrastructure for applications. Assess and deliver change for projects (internal to Technology Operations and to the wider business) – particularly complex change To provide guidance and support to other members of the team, enabling their technical development Recommend and deliver cost savings and cost-effective solutions Maintain the cybersecurity stance of our IT infrastructure. Identify areas for automation and deliver automated functions. Essential Criteria Strong practical experience supporting SQL workloads. Experience of developing and managing reports with tools such as SSRS, PowerBI Highly experienced supporting enterprise infrastructure including networks, firewalls, load balancing and Active Directory Experience with PowerShell Familiarity with data warehousing concepts Managing or working within hybrid-cloud enterprise level configurations Experience with SQL database security and backup principles and services Good understanding of database workload monitoring services/products to leverage monitoring and event capabilities to trigger appropriate reactions desired Understanding of BAU maintenance activity is performed to the standard and timeliness required Knowledge of other database technologies such as RDS Oracle, MySQL, Redshift etc. Understanding of High-Availability and Disaster recovery based workloads The successful candidate will be highly technical, analytical and is comfortable in a fast-paced environment