Check Your Resume Before You Apply

Most employers use software (an ATS) to read and rank resumes. See your score and fix it. Free, no signup to check.

Abcellera
Manager, QC Systems
Vancouver

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How it works

Key Takeaways

  • Automated hiring systems can screen or route resumes before human review; ResumeGeni treats ATS scoring as parser-readiness triage, not a hiring prediction (Harvard Business School & Accenture).
  • The most common ATS-readiness problems are missing keywords, incompatible formatting, incomplete fields, and incorrect file types
  • ResumeGeni scores parseability, structure, contact fields, content completeness, skills, and keyword signals, then explains the evidence behind the score

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 use that data in search, review, and matching workflows. Parsing gaps can make a qualified candidate harder to evaluate.

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 signalsJob-specific terms, skills, certificationsKeyword overlap can affect recruiter search visibility and resume-review workflows
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 extraction means important fields may need manual review

What ResumeGeni Checks Before Keyword Matching

Keyword matching only helps after the resume can be read cleanly. ResumeGeni starts with parser-readiness signals before it evaluates wording, skills, and role fit.

  • Readable text: whether the uploaded file exposes selectable text instead of only a scanned image.
  • Standard resume structure: whether contact, summary, work experience, education, and skills sections are easy to identify.
  • Field extraction: whether names, email addresses, phone numbers, employers, titles, dates, degrees, and skills can be mapped into stable fields.
  • Format risk: whether tables, columns, text boxes, decorative icons, headers, footers, or unusual bullets could interrupt parsing.
  • Evidence quality: whether experience bullets include scope, tools, metrics, and outcomes rather than generic duty lists.
  • Keyword coverage: whether relevant tools, certifications, industry terms, and role-specific phrases appear naturally in the resume.

What Your ATS Score Means

The score is a diagnostic signal, not a hiring guarantee. A high score means ResumeGeni can extract and evaluate the resume with fewer warnings. A low score means the resume likely needs structural fixes before keyword tuning matters.

Score RangeReadBest Next Action
90-100Strong parser readiness with few visible gapsTailor keywords and achievements to the target role
75-89Generally readable, but some sections or evidence may be weakFix warnings, add measurable achievements, and tighten skills
60-74Important content may be missing, vague, or hard to mapRepair structure before rewriting bullets
Below 60Parsing or completeness issues are likely holding the resume backMove to a cleaner format and rebuild core sections first

What To Fix First

Start with problems that prevent a system or recruiter from reading the resume. Save small wording changes for after the structure is clean.

PriorityFixReason
1Use a text-based PDF, DOCX, or plain text resumeImage-only files and corrupted exports cannot be reliably parsed
2Use one column and standard headingsPredictable structure improves section and field detection
3Put contact information in the body, not only the headerSome parsers ignore header and footer regions
4Replace vague duties with quantified achievementsSpecific outcomes help both recruiter review and scoring evidence
5Mirror role language truthfullyRelevant keywords help search and review without keyword stuffing

How To Use the Score Without Overfitting

The best use of an ATS score is triage. Fix problems that make the resume hard to parse or hard to evaluate, then stop when the document is clear. Do not chase a perfect score by adding keywords you cannot defend in an interview or by turning every bullet into a list of tools.

Checker signalGood correctionCorrection to avoid
Low parse confidenceMove to a single-column layout, standard headings, and selectable text.Adding more keywords before the resume can be read cleanly.
Weak evidence bulletsRewrite duties into scope, action, tool, and measurable outcome.Inflating impact numbers or copying sample bullets that do not match your work.
Missing role termsAdd truthful tools, certifications, patient loads, stack details, or workflows from your experience.Keyword stuffing a skills section with technologies you have not used.
Thin company fitCompare the resume with the target role and company application guide before applying.Submitting the same generic version to every employer.

Methodology And Limits

ResumeGeni checks format, extraction, content completeness, and keyword signals from the uploaded resume. It does not certify that every employer ATS will parse the file the same way, and it does not predict whether a recruiter will interview you.

For the scoring rubric, privacy notes, and limitations, read the ATS Resume Checker Methodology. For the broader source map behind ResumeGeni guidance, use the research hub and dated research data dashboard. For application context, use the exact company application guide or role guide that matches the job.

What the Checker Can Diagnose

Treat the ATS resume checker as a document-readiness diagnostic, not a hiring prediction. A useful check should tell you whether the resume text can be extracted, whether the major sections are recognizable, whether contact fields are present, whether bullets contain evidence, and whether role language appears naturally enough for a reviewer to understand the match.

Diagnostic areaWhat ResumeGeni looks forBest correction
Text extractionSelectable text, readable file structure, and parser confidence.Use a text-based PDF, DOCX, or pasted text version before changing wording.
Section recognitionStandard headings for contact, summary, experience, education, skills, projects, and certifications.Rename creative headings to conventional resume sections and keep content in the document body.
Evidence qualityBullets with scope, action, tools, and measurable outcomes rather than generic duties.Rewrite the most recent role first, then work backward through older experience.
Role alignmentTruthful keywords, credentials, systems, technologies, and responsibilities that match the target role.Compare the resume with a role guide and a real posting before adding or removing terms.

Pair the Score With a Role Guide

An ATS score is the starting point. After the resume is readable, compare it with the role you are targeting so your skills, bullets, and keywords match the actual posting without keyword stuffing.

Resume pathUse this guide when the checker flagsBest next page
ClinicalMissing license, certification, patient-load, unit, EHR, or care-outcome evidenceRN resume guide
TechnicalThin stack detail, unclear shipped features, missing testing, deployment, or performance evidenceFull-stack developer resume guide or Android developer resume guide
PortfolioCase studies, client scope, shipped work, project outcomes, or collaboration signals are too vagueProduct designer resume guide or Freelancer resume guide
People operationsHRIS, compliance, hiring, retention, employee-relations, or policy examples are missingHuman resources manager resume guide

Where This Checker Fits in the Application Path

Use the checker as a diagnostic gate between drafting and applying. It is strongest when the next action is specific: fix parsing risks, rewrite vague bullets, add missing role evidence, or compare the resume against a real posting. It is weaker when treated as a hiring predictor or a substitute for role judgment.

Signal from the checkerBest next pageReason
Formatting or parsing warningsATS compatibility methodologyReview the scoring categories and limits before changing the file structure.
Weak or generic experience bulletsResume guides by job titleFind role-specific examples and replace duties with evidence, scope, and outcomes.
Missing tools, systems, or certificationsSkills guides by job titleCheck which skills belong in the resume and which should appear only when truthful.
Company-specific application concernsCompany application guidesCompare employer context, ATS signals, and open-role language before final tailoring.

Sources Used For This Checker

ResumeGeni's checker combines product analysis with public resume-writing, occupational, and structured-data references. These sources inform parser-readiness guidance; they do not certify that any employer or ATS vendor will score a resume the same way.

Frequently Asked Questions

Is ResumeGeni free?
Yes. 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 parsed into structured fields such as contact information, experience, education, and skills. The score reflects how cleanly ResumeGeni can extract those fields plus format, content, and keyword signals.
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.

Preferred ATS Checker Resource Spine

Built by ResumeGeni. Methodology, sources, and limitations are documented above. Last updated .

Manager, QC Systems

Abcellera · Vancouver

Full-time Quality

Each of us cares about someone who will need medicines. That’s why our vision is to repeatedly beat the odds to deliver breakthrough medicines to patients that need them. We pursue truth and scientific rigour and have the courage to work at the edge of the unknown.

As the Manager, QC Systems, you will support the design, implementation, and ongoing management of the data architecture and eSystems required to support QC-related CMC/GMP activities. Your role will play a critical part in ensuring the effective implementation, execution and continuous improvement of the QC-related eSystems within AbCellera, while maintaining compliance with applicable global regulations and regulatory expectations.

You will provide functional ownership and oversight of QC laboratory electronic systems (eSystems), ensuring they are fit-for-purpose, compliant, and enable efficient, data-driven laboratory operations. Working cross-functionally, you will help foster a strong culture of quality across the CMC/GMP organization. You will be empowered with a high degree of ownership and autonomy to innovate, move quickly, and build scalable quality and digital capabilities that leave a lasting impact on our organization and industry.

How you might spend your days

  • Establishing, supporting, maintaining, monitoring, and continuously improving the QC Quality Management System (QMS) framework and associated quality system processes in compliance with applicable global CMC/GMP requirements
  • Supporting the operation, administration, and lifecycle management of QC laboratory electronic systems (eSystems), ensuring they effectively support sample management, analysis, data acquisition, data review, and result reporting in compliance with global GMP, data integrity, and regulatory requirements
  • Contributing to the design, implementation, and evolution of the QC data architecture, identifying eSystem capabilities needed to support QC workflows, data integrity (ALCOA++), and phase-appropriate compliance
  • Serving as the Business Process Owner (BPO) for QC laboratory systems (e.g. LIMS, LES, CDS), overseeing system changes, enhancements, and upgrades throughout the system lifecycle
  • Overseeing and maintaining QC eSystems master data, including user roles, permissions, system configurations, and controlled data objects
  • Developing, reviewing, and maintaining GMP procedures, work instructions, controlled documentation, and training materials governing the compliant and effective use, administration, and data management of QC eSystems, including delivery of end-user training sessions
  • Providing QC eSystem support for investigations, deviations, and CAPAs, including data retrieval, audit trail review, and system impact assessments
  • Supporting qualification and computer system validation activities for QC systems (e.g., protocol and risk assessment review, validation deviations/exceptions, and lifecycle documentation)
  • Managing QC eSystem licensing, user access, vendor relationships, and budgeting/forecasting for QC digital infrastructure
  • Collaborating cross-functionally with QC, Quality Systems, IT, Engineering, Validation, and external vendors to ensure QC eSystems are fit-for-purpose, compliant, and aligned with laboratory and business processes

We’d love to hear from you if

  • You have 5+ years of experience managing quality systems in a GxP-regulated environment, with demonstrated application of global CMC/GMP requirements and relevant regulations and guidance
  • You have a Bachelor’s degree in a relevant scientific or engineering discipline with 8+ years of industry experience in biotechnology, pharmaceuticals, or life sciences
  • You have strong understanding and hands-on experience with quality management systems and continuous improvement principles, including their application to QC laboratory operations and regulated environments
  • You have a solid understanding of drug development processes from discovery through CMC development, with the ability to translate business and regulatory requirements into practical, compliant solutions
  • You have experience supporting, configuring, or owning QC laboratory electronic systems (e.g., LIMS, LES, CDS) in a GMP-regulated environment, including system lifecycle management and change control
  • You are proactive in identifying opportunities for improvement, with strong critical thinking and problem-solving skills

What we offer

AbCellera’s hiring range for this role is CAD $94,880 - $118,600 annually, commensurate with your education and job-related knowledge, skills, and experience. In addition to base salary, we offer equity, annual bonus dependent on team and company performance, and a 6% (non-match) RRSP contribution. 

You will have a CAD $1,500 annual Active Lifestyle Allowance, annual vacation, professional development opportunities, and comprehensive health benefits. Scientific and technical mentorship is a priority. And you’ll find a strong sense of community and connections across AbCellera through our work, clubs, and socials.

About AbCellera

Creating medicines is the most important work we can do. 

We are a clinical-stage biotechnology company focused on discovering and developing antibody-based medicines in the areas of endocrinology, women’s health, immunology, and oncology. We have built a platform for advancing antibody drug programs from target to clinic, and we are using it to build our internal pipeline.

Today, our pipeline includes two drug candidates in clinical development, two preclinical development candidates (DCs) in Investigational New Drug (IND)-enabling activities, and more than 20 active discovery programs across multiple modalities and indications.

We believe that when tenacious people share a vision and work together, they can truly have a positive impact. That’s why we hire for character and intelligence, not just for CVs or experience. 

We look for people with drive and energy. People we trust. People who need to know their days are being well spent. That their work really matters. In the end, our success will be measured by the impact of our medicines.

To apply

Please submit your application through our website and refer to Job ID 23342 in your cover letter. We receive a large volume of applications and are only able to contact those who are selected for an interview. All communication from our Talent Discovery team will come from an @abcellera.com email address.