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 Architect

AOT Technologies · Thiruvananthapuram

Job Summary:

We are seeking an experienced DevOps Architect to drive the design, implementation, and management of scalable, secure, and highly available infrastructure. The ideal candidate should have deep expertise in DevOps practices, CI/CD pipelines, cloud platforms, and infrastructure automation across multiple cloud environments  along with strong leadership and mentoring capabilities.

Job Duties and Responsibilities:

  • Lead and manage the DevOps team to ensure reliable infrastructure and automated deployment processes.
  • Design, implement, and maintain highly available, scalable, and secure cloud infrastructure (AWS, Azure, GCP, etc.).
  • Develop and optimize CI/CD pipelines for multiple applications and environments.
  • Drive Infrastructure as Code (IaC) practices using tools like Terraform, CloudFormation, or Ansible.
  • Oversee monitoring, logging, and alerting solutions to ensure system health and performance.
  • Collaborate with Development, QA, and Security teams to integrate DevOps best practices across the SDLC.
  • Lead incident management and root cause analysis for production issues.
  • Ensure robust security practices for infrastructure and pipelines (secrets management, vulnerability scanning, etc.).
  • Guide and mentor team members, fostering a culture of continuous improvement and technical excellence.
  • Evaluate and recommend new tools, technologies, and processes to improve operational efficiency.

Required Qualifications Education

  • Bachelor's degree in Computer Science, IT, or related field; Master's preferred
  • At least two current cloud certifications (e.g., AWS Solutions Architect, Azure Administrator, GCP DevOps Engineer, CKA, Terraform etc.)

Experience:

  • 10+ years of relevant experience in DevOps, Infrastructure, or Cloud Operations.
  • 5+ years of experience in a technical leadership or team lead role.

Knowledge, Skills & Abilities

  • Expertise in at least two major cloud platform: AWS, Azure, or GCP.
  • Strong experience with CI/CD tools such as Jenkins, GitLab CI, Azure DevOps, or similar.
  • Hands-on experience with Infrastructure as Code (IaC) tools like Terraform, Ansible, or CloudFormation.
  • Proficient in containerization and orchestration using Docker and Kubernetes.
    Strong knowledge of monitoring, logging, and alerting tools (e.g., Prometheus, Grafana, ELK, CloudWatch).
  • Scripting knowledge in languages like Python, Bash, or Go.
  • Solid understanding of networking, security, and system administration.
  • Experience in implementing security best practices across DevOps pipelines.
  • Proven ability to mentor, coach, and lead technical teams.

Preferred Skills

  • Experience with serverless architecture and microservices deployment.
  • Experience with security tools and best practices (e.g., IAM, VPNs, firewalls, cloud security posture management).
  • Exposure to hybrid cloud or multi-cloud environments.
  • Knowledge of cost optimization and cloud governance strategies.
  • Experience working in Agile teams and managing infrastructure in production-grade environments
  • Relevant certifications (AWS Certified DevOps Engineer, Azure DevOps Expert, CKA, etc.).

Working Conditions

  • Work Arrangement: An occasionally hybrid opportunity based out of our Trivandrum office.
  • Travel Requirements: Occasional travel may be required for team meetings, user research, or conferences.
  • On-Call Requirements: Light on-call rotation may be required depending on operational needs.
  • Hours of Work: Monday to Friday, 40 hours per week, with overlap with PST required as needed.

Living AOT s Values

Our values guide how we work, collaborate, and grow as a team. Every role at AOT is expected to embody and promote these values:

  • Innovation: We pursue true innovation by solving problems and meeting unarticulated needs.
  • Integrity: We hold ourselves to high ethical standards and never compromise.
  • Ownership: We are all responsible for our shared long-term success.
  • Agility: We stay ready to adapt to change and deliver results.
  • Collaboration: We believe collaboration and knowledge-sharing fuel innovation and success.
  • Empowerment: We support our people so they can bring the best of themselves to work every day.