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 .

Director of Strategic Accounts - EU

Invert · Europe

Who we are

Invert is Bioprocess AI Software, purpose-built to accelerate the development of life-changing therapies and sustainable products. We unify fragmented bioprocess data into a real-time, AI-ready foundation that enables faster, more confident decisions — because delays in bioprocessing cost more than money.

Scientists today are too often forced to work in the dark. Critical data gets siloed across systems, delaying insight and increasing risk. Invert connects to bioreactors, instruments, and lab systems (LIMS, ELNs), continuously harmonizing time-series and offline data. Our built-in intelligence layer surfaces issues as they emerge, empowering teams to course-correct in real time — not after the damage is done.

We believe scientific expertise should drive innovation, not get lost in spreadsheets. We're building software that enables biotech teams to operate with the speed their work deserves.

What You’ll Do

  • Own revenue expansion in Northern EU by leveraging your network and identifying opportunities to expand Invert’s presence in the biotech & Pharma sector.

  • We are looking for someone who can implement long-term sales strategies, effectively communicate with both internal and external stakeholders, collaborate with product teams to align on technical and business requirements, create value in competitive situations, lead commercial negotiations, and successfully close deals

  • Cultivate and maintain strategic relationships with C-level executives, adeptly navigating complex organizational structures and fostering alignment among diverse stakeholder groups

  • Design and implement long-term sales strategies aimed at driving significant revenue growth for Invert

  • Develop and execute effective outbound strategies to create and nurture potential business opportunities, ensuring a robust sales pipeline

  • Lead the development of deal strategies and manage commercial negotiations for large, complex organizations, ensuring mutually beneficial outcomes

  • Build and strengthen relationships with executive stakeholders within your assigned accounts, positioning Invert as a trusted partner

  • Take charge of account mapping and orchestrate strategic meetings with relevant external stakeholders to enhance customer relationships and drive engagement

  • Actively lead and contribute to team projects aimed at refining our sales processes and shaping a positive, results-driven sales culture at Invert

What We’re Looking For

  • 5+ years of sales experience, with a proven track record of successfully selling SaaS, ideally in the life science space.

  • Proven experience selling value-based solutions, focused on solving customer pain points rather than feature selling, translating product capabilities into measurable customer outcomes

  • Experience leading value-based sales cycles, aligning solutions to customer ROI and strategic goals

  • Act as a trusted advisor, leveraging an extensive network of connections to facilitate access to senior decision-makers and unlock new opportunities for collaboration

  • Expertise in developing and executing comprehensive account plans that span multiple business units within complex organizations, ensuring alignment and maximizing opportunities

  • Natural ability to collaborate effectively with a wide range of stakeholders, both internally and externally, fostering strong working relationships

  • Highly developed presentation skills, particularly adept at delivering compelling in-person presentations to multiple stakeholders to convey value and drive engagement

  • Proven capability to lead complex negotiations, navigating bespoke commercial agreements to achieve favorable outcomes for all parties involved

  • Ability to operate in a highly ambiguous and fast-paced environment

Why Invert

  • Direct impact on the speed and success of life-saving and planet-sustaining innovations

  • A team of scientists and technologists building the product they always wished they had

  • Purpose-built product, fast-paced environment, clear ownership

  • Flexible remote-first setup, async-first culture, minimal bureaucracy

The package

  • High-growth startup with impactful work

  • Fully remote, distributed across US and European timezones

  • Competitive salary, equity, and benefits

  • New laptop, monitor, and accessories of your choice

  • Frequent team offsites

  • Unlimited PTO