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 .

Staff Site Reliability Engineer

Coalition · Any location, United States

About us

Coalition is the world's first Active Insurance provider designed to help prevent digital risk before it strikes. Founded in 2017, Coalition combines comprehensive insurance coverage and innovative cybersecurity tools to help businesses manage and mitigate potential cyberattacks.   

Opportunities to make an impact with bold thinking are real—and happening daily at Coalition.

About the role

We are looking for a Staff Site Reliability Engineer to lead AI enablement across our engineering organization. As AI-assisted development reshapes how software gets built, a new platform layer is emerging underneath — one that requires guardrails, quality gates, security standards, and tooling infrastructure to ensure AI-generated output is reliable, secure, and production-worthy. This role owns that layer.

This role blends building and buying — you'll design and develop custom tools and frameworks where the market doesn't meet our needs, while continuously evaluating the evolving landscape to ensure we're leveraging the best solutions available. We aim to be on the cutting edge, not the bleeding edge — investing deliberately in what delivers real value and staying ready to pivot when the market shifts meaningfully.

You will define and drive the strategy for embedding AI-native tools and practices into the software development lifecycle — from AI-assisted code review and developer workflow automation to establishing security standards for emerging frameworks like MCP. You'll own AI tooling standards for the engineering org, evaluate and adopt the best platforms, use data to measure impact and prioritize where to invest next, and partner with teams to automate repetitive workflows using agentic tools. This is a visible, high-influence role — you'll run lunch-and-learns, shape best practices, and be the go-to voice for how we leverage AI to multiply engineering output while keeping the foundations trustworthy.

This role sits within our Platform SRE team, and you'll participate in the team's ad-hoc support rotation, providing infrastructure guidance and troubleshooting for engineering teams. This means you bring deep SRE fundamentals — AWS, Terraform, production operations — alongside your AI enablement focus.

Responsibilities

  • 8–10+ years of experience in SRE, DevOps, Cloud Engineering, Platform Engineering, or Software Development roles
  • Hands-on experience with AI-assisted development tools such as Cursor, GitHub Copilot, or similar
  • Experience building AI/LLM-powered developer tools or integrations
  • Demonstrated ability to drive org-wide tooling adoption, including change management, training, and measuring outcomes
  • Proficiency in prompt engineering techniques
  • Proficiency in Go or Python, with experience building production-grade automation, tooling, or libraries
  • Hands-on experience operating production environments in AWS
  • Strong experience with Terraform
  • Experience with container orchestration platforms like ECS or Kubernetes
  • Familiarity with CI/CD tools such as GitHub Actions
  • Solid understanding of observability practices including system metrics, distributed tracing, and SLOs. Datadog is a plus.
  • Exceptional communication and presentation skills, both written and verbal

Skills and Qualifications

  • AI Enablement Strategy: Define and own the standards and best practices for AI-assisted development across the engineering organization, from tool selection to workflow integration.
  • Tooling Development: Evaluate, build, or adopt AI-powered tools that improve code quality, catch vulnerabilities earlier in the development process, and reduce review cycle times — whether that means evolving internal solutions or identifying and integrating third-party platforms.
  • Adoption & Advocacy: Partner with engineering teams to understand what's impacting their AI tool adoption, guide them through improvements, and lead org-wide enablement efforts such as lunch-and-learns, workshops, and documentation.
  • Measuring Impact: Establish metrics and feedback loops to quantify the impact of AI tooling on developer productivity, code quality, and delivery speed.
  • Infrastructure Automation: Contribute to the design and scaling of production environments using AWS and Terraform when on rotation or as needs arise.
  • Mentorship & Standards: Mentor engineers across the team, uphold high infrastructure quality, and actively shape the best practices and standards used by the organization.
  • On-Call: Participate in a low-volume on-call rotation.

Bonus Points

  • Experience troubleshooting complex distributed systems in a high-traffic production environment.
  • Exposure to event streaming systems such as Kafka or Kinesis.
  • Experience building Internal Developer Platforms (IDP) or designing self-service infrastructure workflows.
  • Familiarity with systems security, compliance requirements, or infrastructure hardening.
  • Experience with agentic AI workflows, MCP frameworks, or AI-powered automation beyond code generation.
  • Track record of leading incident response or driving post-incident review processes.

Compensation

Our compensation reflects the cost of labor across several US geographic markets. The US base salary for this position ranges from $150,000/year in our lowest geographic market up to $230,000/year in our highest geographic market. Consistent with applicable laws, an employee's pay within this range is based on a number of factors, which include but are not limited to relevant education, skills, job-related knowledge, qualifications, work experience, credentials, and/or geographic location. Your recruiter can share more on target salary for your location during the interview process. Coalition, Inc. reserves the right to modify this range as needed.

Perks

  • 100% medical, dental and vision coverage
  • Flexible PTO policy
  • Annual home office stipend and WeWork access
  • Mental & physical health wellness programs (One Medical, Headspace, Wellhub, and more)!
  • Competitive compensation and opportunity for advancement

Why Coalition? 

Work at Coalition is centered on the joint mission to Protect the Unprotected. We have built a remote-first, highly inclusive culture that welcomes people from diverse backgrounds. We trust each other to take responsibility, share ownership of outcomes, and put in the work together to protect businesses from digital risk. Coalition’s exceptional growth stems from its ability to address real-world problems for organizations of all sizes while remaining true to our founding values of character, humility, responsibility, purpose, authenticity, and inclusion.

We’re always looking for collaborative, inquisitive individuals to join #OurCoalition.

Visit our Newsroom > 

Privacy Notice

Coalition is committed to protecting your privacy and handling your personal information responsibly. We collect, use, and store personal information as necessary for the recruitment process and in compliance with applicable privacy laws and regulations in all regions where we operate. We want you to understand what personal information we collect, how we use it, and your rights regarding access, correction, and deletion of your data where applicable. Information submitted, collected, and processed as part of your application is subject to Coalition's Privacy Policy. For further details, please review our full Privacy Policy or contact us with any questions regarding how your information is handled.

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Safe Hiring Notice

All legitimate communication from Coalition comes from @coalitioninc.com emails, and open roles are listed only on our Careers page. We never ask for payment, banking details, or personal identification before an offer is accepted through our secure systems. If you believe you’ve been a victim of fraudulent recruiting, follow guidance from the Federal Trade Commission (FTC).

Anti-Discrimination Notice

Coalition is proud to be an Equal Opportunity employer. Our policy is to provide equal employment opportunities to all individuals, without discrimination or harassment on the basis of any characteristic protected by applicable laws in each country where we operate. This commitment includes, but is not limited to, ensuring equal treatment in recruitment, selection, training, promotion, transfer, compensation, and all other aspects of employment. Coalition does not tolerate discrimination or harassment of any kind, and we are dedicated to fostering an inclusive and supportive workplace.

Accommodations

Coalition is committed to provid