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 Account Executive (SF Bay Area)

Ciroos · Pleasanton, CA

Job Summary

Ciroos has built an AI SRE Teammate, a multi-agent platform that reduces toil, accelerates root-cause analysis, and scales reliability engineering across modern enterprises. We are seeking a Senior Account Executive with a proven track record selling complex technical platforms into enterprise and strategic accounts. To date, we have organically won customers with strong inbound interest and targeted outbound reach driven by the founding team’s pedigree. Now, it is time to bring your unique sales expertise to win new customers and service demand for thousands of enterprises in need of an AI SRE Teammate in enterprise Site Reliability Engineering (SRE), Platform Engineering, DevOps, IT Operations, and Production Engineering buying centers.

This is a high-ownership, high-impact role where you will run full-cycle sales motions, including prospecting, qualifying, multi-threaded engagement, navigating security and procurement, shaping pilots, and driving expansions. You will work directly with the founders, product leadership, and solutions engineering to win lighthouse customers and accelerate Ciroos’ market presence.

Responsibilities

  • Own pipeline creation and opportunity development within enterprise and strategic accounts.

  • Execute multi-threaded deal cycles across users, buyers, and executive sponsors (VP Eng, CIO, CTO).

  • Lead discovery, value articulation, and ROI framing using Ciroos’ differentiated capabilities

  • Partner with Solutions Architecture to shape high-impact trials and proof-of-value engagements.

  • Navigate enterprise security reviews, privacy assessments, AI questionnaires, InfoSec questionnaires, and architecture deep dives.

  • Work with customers to define success criteria, adoption plans, and rollout patterns.

  • Strategic Account Management: Build long-term relationships with senior engineering and IT leaders.

  • Maintain rigorous account plans with clear engagement strategies, competitive positioning, and growth roadmaps.

  • Keen understanding of customer tech stacks and apply that context to position Ciroos to deliver the most value for customers.

  • Maintain accurate CRM hygiene, forecasts, MEDDIC/MEDDPICC documentation, and pipeline discipline.

  • Collaborate with marketing to optimize demand generation and ABM programs.

  • Influence pricing, packaging, and deal structures.

Qualifications

  • 10+ years of enterprise SaaS sales experience with consistent quota overachievement.

  • Customer obsession with the mindset of a top competitive athlete who plays to win.

  • Strong history selling into enterprise and strategic accounts (Fortune 500 / Global 2000). Must have deep understanding of enterprise procurement, contracting, and vendor onboarding processes.

  • Experience selling technical products (e.g. DevOps, observability, infrastructure automation, AIOps, or related domains) to engineering and IT buying centers.

  • Demonstrated success running complex, multi-stakeholder deals with long sales cycles.

  • Ability to articulate technical value propositions credibly with engineering leaders.

  • Command of sales methodologies such as MEDDPICC.

  • Comfortable operating in early-stage, high-velocity startup environments.

  • Excellent problem-solving and analytical skills to diagnose complex problems systematically.

  • Strong written and verbal communication skills with a collaborative mindset.

  • Intrinsically curious and willingness to thrive in ambiguity.

Bonus Points

  • Prior experience selling enterprise AI solutions.

  • Background in solution engineering or technical sales.

Location

  • San Francisco Bay Area

About Ciroos

Ciroos (pronounced “Sai rose”) is a seed-stage startup founded in February 2025 by a team of experienced executives and distinguished engineers with deep expertise in observability, AI, distributed systems, cloud, cybersecurity, and networking. Our mission is to provide an AI SRE Teammate that empowers SREs to be superheroes. Our AI SRE Teammate is based on a multi-agentic AI platform that uses expert human-like reasoning to decrease toil, investigate incidents faster, and drive autonomous operations for SREs. To date, we have raised $21M in seed funding led by Energy Impact Partners and several prominent angel investors. We are headquartered in Pleasanton, CA with operations in India.

Why Work at Ciroos?

At Ciroos, our mission is to provide an AI SRE Teammate that empowers SREs to be superheroes. We dream big and execute fast. Build. Test. Iterate. All at lightning speed in service of our customers. Tickle your curiosity and shape the future of agentic AI for SREs!

We work hard and play hard. Our “BEST” perks are designed to help you operate at your peak potential in a fun environment:

  • Benefits: Comprehensive medical, vision, and dental benefits. 401k plans and commuter benefits. Free lunches, snacks, and top-of-the-line espressos!

  • Equity: Equity that could change your life, not just look nice on paper. QSBS eligibility for US employees

  • Stewardship: A career-defining, high-impact role with plenty of mentorship opportunities from founders and other coworkers

  • Teamwork: Collaborative coworkers with high IQ and high EQ. No politics. No bureaucracy. No permission-seeking

Ciroos is an equal opportunity employer.