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 .

FP&A Business Partner

McKesson · London

Job Title:            FP&A Business Partner – Member Focus

Location:            London, United Kingdom (Hybrid)

Reports To:        Senior FP&A Manager

ClarusONE Sourcing Services, LLP, is a joint venture created in 2016 by McKesson Corporation and Walmart Stores Inc to provide strategic sourcing services in generic medicines for both companies (“Members”).

We’re headquartered in London, and pride ourselves on our can-do attitude that ensures we deliver our mission to enable access to affordable medicines for US patients.

Walmart and McKesson, two of the top 10 biggest corporations in the USA (Fortune 500) have more than two decades of history working together to improve the quality and lower the cost of pharmaceutical care to patients by leveraging McKesson’s strength and expertise in global pharmaceutical sourcing and Walmart’s strength and commitment to delivering leading health and wellness services to their customers.

The environment in which ClarusONE operates requires the organisation to constantly adapt, seeking greater efficiency in how we work through improved processes, data and insight led decision-making, technology innovation and new ways of working.

Job purpose:

Reporting to the Senior FP&A Manager, you will be responsible for the dynamic planning of and providing actionable insight through reporting of our financial performance.  You will be responsible for partnering ClarusONE member focused teams and relevant teams and stakeholders in our member organisations.

You will exhibit creativity and commercial acumen when valuing and prioritising potential innovations.  As your work will support change and initiatives, you will be comfortable finding the data and designing the reports to measure their success. You will have an integral role delivering our strategy, working closely with our sourcing specialists to ensure that value opportunities are maximised. and we meet our goals.  You are a leader in the business and will be a role model to the team, demonstrating ClarusONE values and supporting others where needed.

Responsibilities:

Best in Class FP&A

  • Regular forecasting of in year performance vs. targets, previous versions, and over time.
  • Ownership of ClarusONE planning timetables in line with member requirements, communicating with clarity the requirements of all stakeholders and maintaining deadlines.
  • Generating stakeholder fed, insight driven plans which enable effective in year actionable management reporting.
  • Monthly, quarterly and annual insight driven and actionable reporting of ClarusONE’s value performance for the member.
  • Identification and management of business and performance risks & opportunities including managing action and stakeholder involvement required to close.
  • Ongoing development and improvement of forecasting, budgeting and reporting processes to maintain best practice and use of advancing technologies
     

Value Generation

  • Scenario modelling of commercial scenarios with multiple impacting factors identifying various scenarios of value contribution supporting commercial and member team proposals.
  • Development of value insight & analysis across all areas of member value & spend, understanding and monitoring value triggers, levers and detractors, and market insights.
  • Identification & delivery of commercial & strategic value opportunities for our members (with clarity on member and market economics).
     

Strategic Business Partnering

  • Business partnering ClarusONE member focused teams and member financial and operational teams.
  • Investigation and resolution of value-based queries from across ClarusONE and member teams.
  • Maintaining insight and alignment to ClarusONE strategic goals and initiatives. Supporting with analysis and modelling where necessary.

Required Experience/Skills

  • Qualified accountant (e.g. CIMA, ACCA, ACA) or equivalent qualification/experience.
  • Minimum of 3 years commercial experience including business planning and analysis and business partnering.
  • Ability to communicate complex financial issues to non-financial stakeholders and influence decision making
  • Experience of analysing complex business information and communicating it to management.
  • Highly motivated self-starter: ability to initiate and manage work autonomously with minimal supervision.
  • Strong analytical and problem-solving skills and experience.
  • Time management, including ability to organise and prioritise work to consistently meet critical and/or conflicting daily deadlines while ensuring the highest level of accuracy. 
  • Demonstrate commercial awareness and acumen.
  • Comfortable in the detail whilst being able to stand back and appreciate the bigger picture.
  • Ability to develop working relationships with stakeholders at all levels.
  • Advanced Excel & PowerPoint skills required
     

Preferred Experience/Skills

  • Experience in visualisation techniques and tools advantageous (ThoughtSpot, Tableau & Alteryx an advantage).
  • Prior experience with sourcing or procurement related finance functions an advantage