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 .

Senior DevOps Engineer

Merck KGaA · Bangalore, Karnataka

 

Work Your Magic with us!  

 

Ready to explore, break barriers, and discover more? We know you’ve got big plans – so do we! Our colleagues across the globe love innovating with science and technology to enrich people’s lives with our solutions in Healthcare, Life Science, and Electronics. Together, we dream big and are passionate about caring for our rich mix of people, customers, patients, and planet. That's why we are always looking for curious minds that see themselves imagining the unimaginable with us.  

 

United As One for Patients, our purpose in Healthcare is to help create, improve and prolong lives. We develop medicines, intelligent devices and innovative technologies in therapeutic areas such as Oncology, Neurology and Fertility. Our teams work together across 6 continents with passion and relentless curiosity in order to help patients at every stage of life. Joining our Healthcare team is becoming part of a diverse, inclusive and flexible working culture, presenting great opportunities for personal development and career advancement across the globe.

 


Your Role:

 

As a Senior IT Systems & DevOps Engineer, you will be responsible for IT systems, incident, change, and release management. You will ensure the seamless deployment of new releases, maintaining system stability, security, and compliance in a regulated environment. You will collaborate with cross-functional teams, manage stakeholder communications, and drive automation and optimization across cloud-based platforms supporting drug discovery and development.

 

Key Responsibilities:

 

  • Oversee incident, change, and release management for IT systems, ensuring compliance with regulatory standards.
  • Manage Azure AD  for identity and access management, including authentication flows for internal and third-party services.
  • Implement and advocate DevOps best practices, including CI/CD, automation, and observability across platforms.
  • Collaborate with cross-functional teams to influence architectural decisions and align infrastructure with business goals.
  • Ensure compliance and security within a regulated (GxP) environment, implementing RBAC, secrets management, and monitoring frameworks.
  • Design, develop, test, and document business requirements related to IT systems and infrastructure.
  • Coordinate and perform system management tasks, ensuring alignment with quality and compliance standards.
  • Autonomous review and clarification of business requirements, creation of technical designs, and stakeholder alignment.
  • Manage and optimize cloud infrastructure (AWS & Azure), including cost management and performance tuning.
  • Deploy and manage containerized applications using Docker, Kubernetes, Helm, and ArgoCD (GitOps).
  • Implement Infrastructure as Code (IaC) using Terraform and AWS CloudFormation.
  • Automate workflow and integration using Python and configuration management tools like Ansible.
  • Ensure observability, including logging, monitoring, and tracing with tools like Prometheus, Grafana, ELK Stack, and AWS-native solutions.
  • Participate in compliance activities, including audits, patch management, and cybersecurity initiatives.
  • Provide technical guidance and support for IT systems, assisting users and resolving incidents efficiently.

 

Your Skills & Experience:

Must-Have:

 

  • 8+ years of experience in IT systems management, DevOps, cloud infrastructure, and automation.
  • Strong expertise in Change, Release, Incident, and Problem Management.
  • Hands-on experience with Azure DevOps (project configurations, repositories, pipelines, environments).
  • Strong knowledge of AWS services (VPC, IAM, STS, EKS, RDS, EC2, ECS, Route53, CloudWatch, CloudTrail, Secrets Manager, S3, API Gateway, Lambda, MWAA).
  • Experience with Linux, Windows servers, and Oracle PLSQL.
  • Strong understanding of IT landscapes and a willingness to work on diverse IT systems.
  • Hands-on experience with containerization and Kubernetes (Docker, Helm, ArgoCD).
  • Proficiency in Python scripting for automation and workflow integration.
  • Experience with Infrastructure as Code (IaC) using Terraform and AWS CloudFormation.
  • Strong experience in observability, security, and compliance frameworks, including RBAC, secrets management, and monitoring tools.
  • Global stakeholder management experience with excellent English communication skills (written & oral).

 

Good to Have:

 

  • Experience in a regulated industry (GxP, Pharma, Life Sciences).
  • Familiarity with Agile ways of working.
  • Knowledge of Next.js, Storybook, Tailwind, TypeScript for front-end development.
  • Experience with PostgreSQL, OpenSearch/Elasticsearch for data management.
  • Familiarity with R and SAS for data analysis and statistical modeling.
  • Understanding of AWS billing practices and cost optimization tools.

 

Why Join Us?

 

  • Work in a high-impact role contributing to cutting-edge R&D in drug discovery and development.
  • Be part of a multicultural, agile team with high autonomy in decision-making.
  • Exposure to a diverse tech stack combining Azure, AWS, Kubernetes, Python, and CI/CD tools.
  • Opportunities for career growth and skill development in cloud computing, security, and automation.
  • Work in a collaborative and innovative environment with global teams in the US, Europe, and India.

 

What we offer: We are curious minds that come from a broad range of backgrounds, perspectives, and life experiences. We believe that this variety drives excellence and innovation, strengthening our ability to lead in science and technology. We are committed to creating access and opportunities for all to develop and grow at your own pace. Join us in building a culture of inclusion and belonging that impacts millions and empowers everyone to work their magic and champion human progress!

 

Apply now and become a part of a team that is dedicated to Sparking Discovery and Elevating Humanity!

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