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 Accountant

Sapiosciences · East Coast time zone

About Sapio Sciences

Sapio Sciences is on a mission to accelerate scientific discovery and high-throughput clinical and diagnostic services. We bring together scientists, engineers, and industry specialists to build a unified lab informatics platform that helps organisations move faster, work smarter, and generate deeper insight from their data.

Artificial intelligence is central to how we innovate and operate. Within our platform, AI enhances how laboratories structure, interpret, and act on scientific data. Across our business, we apply AI thoughtfully to improve efficiency, scalability, and decision-making. It is not an add-on or future ambition. It is embedded in how we build, deliver, and continuously improve.

Our platform unifies ELN, LIMS, and scientific data management within a highly configurable environment. Scientists, laboratory professionals, and bioinformaticians rely on Sapio to manage end-to-end laboratory operations, from instrument integration and experiment setup to sample management, data analysis, and reporting. We design solutions that are powerful yet practical, enabling teams to focus on science rather than systems.


Working at Sapio

Our EMBRACE values guide how we work and grow together. We take ownership of our outcomes, collaborate openly across functions and geographies, and remain curious about how science and technology can evolve. We are accountable to each other and to our customers, and we measure our success by the real-world impact our platform enables.

Working at Sapio means being part of a lean, growth-focused team where ownership is expected and progress matters. We value colleagues who are motivated by impact and comfortable operating in an evolving environment.

At Sapio, you will work alongside people who care deeply about advancing drug discovery and improving laboratory operations worldwide. Ideas are encouraged, initiative is recognised, and professional growth is supported. As a scale-up, we move with pace and purpose, balancing innovation with responsibility.

We partner with laboratories around the world, from emerging biotech companies to global pharmaceutical and diagnostics organisations, who trust Sapio to deliver intelligent, science-aware solutions that support discovery, development, and diagnostics.

About the role

We are looking for a hands-on, detail-oriented Staff Accountant to join our growing Finance team. This is a key hire as we scale our operations across the US and UK, and you will work closely with the VP, Finance and our UK-based Staff Accountant to ensure the financial integrity of the business.

Working location

This is a fully remote role based on the East Coast of the United States. You will be expected to overlap with US business hours and collaborate regularly with colleagues in the UK. Occasional travel to our US offices (York, PA and Fort Lauderdale, FL) may be required. 

About Sapio Sciences

Sapio Sciences is on a mission to accelerate scientific discovery and high-throughput clinical and diagnostic services. We bring together scientists, engineers, and industry specialists to build a unified lab informatics platform that helps organisations move faster, work smarter, and generate deeper insight from their data.

Artificial intelligence is central to how we innovate and operate. Within our platform, AI enhances how laboratories structure, interpret, and act on scientific data. Across our business, we apply AI thoughtfully to improve efficiency, scalability, and decision-making. It is not an add-on or future ambition. It is embedded in how we build, deliver, and continuously improve.

Our platform unifies ELN, LIMS, and scientific data management within a highly configurable environment. Scientists, laboratory professionals, and bioinformaticians rely on Sapio to manage end-to-end laboratory operations, from instrument integration and experiment setup to sample management, data analysis, and reporting. We design solutions that are powerful yet practical, enabling teams to focus on science rather than systems.


Working at Sapio

Our EMBRACE values guide how we work and grow together. We take ownership of our outcomes, collaborate openly across functions and geographies, and remain curious about how science and technology can evolve. We are accountable to each other and to our customers, and we measure our success by the real-world impact our platform enables.

Working at Sapio means being part of a lean, growth-focused team where ownership is expected and progress matters. We value colleagues who are motivated by impact and comfortable operating in an evolving environment.

At Sapio, you will work alongside people who care deeply about advancing drug discovery and improving laboratory operations worldwide. Ideas are encouraged, initiative is recognised, and professional growth is supported. As a scale-up, we move with pace and purpose, balancing innovation with responsibility.

We partner with laboratories around the world, from emerging biotech companies to global pharmaceutical and diagnostics organisations, who trust Sapio to deliver intelligent, science-aware solutions that support discovery, development, and diagnostics.

About the role

We are looking for a hands-on, detail-oriented Staff Accountant to join our growing Finance team. This is a key hire as we scale our operations across the US and UK, and you will work closely with the VP, Finance and our UK-based Staff Accountant to ensure the financial integrity of the business.

Working location

This is a fully remote role based on the East Coast of the United States. You will be expected to overlap with US business hours and collaborate regularly with colleagues in the UK. Occasional travel to our US offices (York, PA and Fort Lauderdale, FL) may be required. 

Equal Opportunity

Sapio Sciences hires based on merit, capability, and potential. Selection decisions are made using job-related criteria aligned to the needs of our customers and business.

We are an equal opportunity employer and do not discriminate based on any characteristic protected by applicable law.

Essential Responsibilities

  • Own the day-to-day accounting operations across US and UK entities, including accounts payable, accounts receivable, and general ledger maintenance.
  • Support the month-end, quarter-end, and year-end close processes, ensuring accuracy, completeness, and timeliness of financial reporting.
  • Prepare and post journal entries, balance sheet reconciliations, and variance analyses in line with US GAAP and applicable UK standards.
  • Assist in the preparation of monthly management accounts and KPI reporting packs for the VP, Finance and senior leadership.
  • Own accounts payable and receivable workflows, including invoice processing, vendor management, and cash application.
  • Support revenue recognition processes in line with ASC 606, working across the subscription and professional services components of our SaaS business model.
  • Collaborate cross-functionally with Sales, Legal, and Customer Success on contract reviews, billing queries, and revenue-related matters.
  • Assist with the annual audit process and liaise with external auditors, ensuring documentation is accurate and audit-ready.
  • Monitor and maintain internal controls, identifying opportunities to improve financial processes and systems as we scale.
  • Contribute to ad hoc financial analysis, modelling, and projects as directed by the VP, Finance, including supporting board-level reporting and investor-facing materials.

Required Qualifications

  • Bachelor’s degree in accounting, Finance, or a related field; CPA qualification or active pursuit strongly preferred.
  • Several years of demonstrable, hands-on accounting experience, ideally within a SaaS or technology business.