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 .

DevOps Engineer

Cteph · Remote in the Philippines

It’s not just about the tech; it’s about the people!

At Career TEAM, we work to “accelerate the human condition.” Working on our state-of-the-edge portal, Career EDGE, you will change lives—and that’s just the beginning! You'll be working with new technologies on enterprise products that serve a diverse population across the U.S. As a founding member of our newly forming team, you'll have the opportunity to grow and shape it as we adeptly traverse the complex digital landscape of generative AI, cloud computing, and cutting-edge technologies.

Specifically, what you will do

You will build amazing things using MongoDB, Next.js, Nest.js, and Node.js, alongside DevOps tools and practices. On any given day, you'll be coding, reviewing, deploying, testing, and iterating—this is our bread and butter. You'll participate in regular Scrum ceremonies while continuously innovating and optimizing for speed, scalability, and security. You'll also help architect systems to ensure high availability and resilience, leveraging AWS services to build scalable cloud solutions.

Key Responsibilities:

  • Full-Stack Development: Use technologies like Node.js, MongoDB, Next.js, and Nest.js to develop robust applications.
  • DevOps and CI/CD Pipelines: Develop and manage CI/CD pipelines using GitHub Actions and YAML for seamless deployment.
  • Containerization and Orchestration: Leverage Docker and Kubernetes for containerization and orchestration of applications.   
  • Cloud Infrastructure on AWS: Implement scalable DevOps solutions using AWS services like EC2, S3, Lambda, and RDS.   
  • Security Best Practices: Build secure, robust web applications with a strong focus on security standards and protocols.   
  • Architectural Collaboration: Work with cross-functional teams to make architectural decisions for system scalability and performance.   
  • RESTful Services Development: Design, develop, test, and deploy RESTful APIs and microservices.   
  • Infrastructure Automation: Develop processes for infrastructure automation using Terraform, Jenkins, and Docker.   
  • Real-Time Problem Solving: Solve complex problems in real-time, ensuring high performance and reliability.   
  • Monitoring and Logging: Implement monitoring and logging solutions to ensure system health and performance.

Ideal Candidate Qualifications:   

  • Education: Bachelor’s degree (or equivalent) in computer science, information technology, or engineering.   
  • Experience:      
    • 2+ years of experience developing with Node.js/MERN stack or equivalent.       
    • 2+ years of core web app development experience (front-end and back-end).       
    • 2+ years of CI/CD and/or DevOps related work experience. 
  • Technical Skills:
    • AWS Familiarity: Experience with AWS services such as EC2, S3, RDS, Lambda, IAM, and CloudFormation.  
    • Containerization: Proficient with Docker and Kubernetes for application deployment and management.           
    • DevOps Tools: Knowledge of DevOps principles and experience with CI/CD tools like GitHub Actions.           
    • Configuration Management: Working experience with YAML for configuration management.           
    • Infrastructure as Code: Familiarity with Terraform for managing cloud infrastructure.           
    • Version Control: Proficient with Git and GitHub for code management and collaboration.       
       
  • Programming Languages:        
    • Strong proficiency in JavaScript and TypeScript.           
    • Working experience with PHP is a strong plus.        
                     
  • Security and Compliance: 
    • Experience in secure software development and architecture.           
    • Familiarity with security best practices and protocols.       
             
  • Additional Tools:        
    • Exposure to VSCode, Postman, Jira, Jenkins, and Docker.           
    • Experience with monitoring tools like AWS CloudWatch or ELK Stack.       
                     
  • Soft Skills:        
    • Strong analytical and problem-solving skills.           
    • Effective collaboration and communication abilities.           
    • Ability to work in a fast-paced, agile environment.       
                     
  • Platforms: Experience working on multiple operating systems (Linux, Windows).

Preferred Qualifications:   

  • AWS Certifications: AWS Certified Developer, AWS Certified Solutions Architect, or equivalent.   
  • Serverless Architecture: Experience with AWS Lambda and serverless application development.   
  • Microservices: Familiarity with microservices architecture and event-driven systems.   
  • Networking and Security: Understanding of networking concepts, VPNs, and security protocols.   
  • Performance Optimization: Experience in optimizing applications for maximum speed and scalability.   
  • Community Contribution: Active participation in open-source projects or tech communities.

Why Join Us?   

  • Impactful Work: Build something that truly matters, helping individuals across the U.S. succeed with cutting-edge technology.   
  • Professional Growth: Opportunities for learning and development in a fast-paced environment.   
  • Innovative Environment: Be part of a team that's pushing the boundaries in AI, cloud computing, and software development.   
  • Collaborative Culture: Work with a diverse and talented team that values collaboration and innovation.

About Career TEAM:
Founded in 1996, Career TEAM is socially conscious organization that seeks to close the nation’s opportunity divide through government-funded workforce development programs designed to help individuals get the skills, knowledge, and resources needed to obtain quality employment.  In addition to administering these programs, Career TEAM develops and leverages cutting-edge software tools to ignite transformative change within the workforce development industry.  Career TEAM is revolutionizing the operational landscape for workforce development professionals through its Career Edge platform, which includes state-of-the-art job training tools and advanced case management systems.  For more information see www.careeredge.com and www.careerteam.com.

Career TEAM’s outstanding record has resulted in numerous honors, including:

  • Named by Inc. Magazine as one of America's 500 fastest growing privately held companies
  • Recipient of the US Chamber of Commerce Blue Chip Enterprise Award for innovation
  • Featured by 60 Minutes, CNN, Money Magazine, Inc. Magazine and the British Broadcasting Network as an innovative, government funded solutions program
  • Invited to the White House after being cited by the National Welfare-to-Work Partnership and National Alliance of Business as a top 10 US training provider

Career Team is an Equal Opportunity Employer.  All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, or national origin.

Background Check Requirements. Employment is contingent upon successful completion of a background check (including criminal, prior employment and education verification). Failure to satisfactorily complete the background check may affect the application status of applicants or continued employment of current employees who apply for the position.