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 .

Lead Data Platform

Ankorstore · Paris

About us 

Ankorstore exists to help independent brands and retailers thrive by making wholesale simpler, faster, and more profitable.


We’re building the infrastructure that powers modern wholesale for brands — from getting discovered by the right retailers to ordering, logistics, and financing — so both sides can work together on better, more sustainable terms.

The Lead Data Platform is a pivotal leadership role responsible for the architecture, reliability, and strategic direction of our data infrastructure.

You will lead a hybrid team of Data Engineers and Analytics Engineers to build a world-class Modern Data Stack. Your mission is to bridge the gap between raw infrastructure and business intelligence, ensuring that data is not only ingested and transformed efficiently via BigQuery, Airflow, and dbt, but also made actionable through advanced visualization in Sigma Computing and product insights in Amplitude.

Main Responsibilities :

  • Team Leadership: Recruit, mentor, and manage a high-performing team of Data Engineers and Analytics Engineers, fostering a culture of technical excellence and continuous delivery.

  • Platform Architecture: Own the end-to-end data lifecycle, from ingestion and orchestration (Airflow) to storage (BigQuery) and modeling (DBT).

  • Data Democratization: Drive the adoption of Sigma Computing (BI) and Amplitude (Product Analytics), ensuring stakeholders have self-serve access to clean, reliable data. Partner with Product, Engineering, and Finance to ensure analytics needs are supported.

  • Strategy & Roadmap: Define the technical vision for the data platform, aligning infrastructure investments with company-wide business objectives.

  • Governance & Quality: Implement rigorous data quality frameworks, observability, and security protocols to ensure the integrity and privacy of all data assets.

Preferred Experience :

  • 6+ years of experience in Data Engineering or Analytics Engineering, with at least 2 years in a leadership or management capacity.

  • Expert-level proficiency in SQL and Python.

  • Hands-on experience building and scaling data warehouses on Google BigQuery.

  • Proven track record of deploying and managing DBT at scale.

  • Experience migrating from traditional BI tools (Tableau/Looker) to modern cloud-native solutions like Sigma.

  • Deep understanding of Product Analytics implementation and event-tracking strategy (Amplitude/Mixpanel).

  • Experience working in a high-growth startup environment (Scale-up).

  • Proficiency with Terraform or Pulumi to manage and scale GCP resources and data infrastructure.

  • Expertise in designing Star Schemas and Activity Schemas optimized for BigQuery performance and Sigma Computing’s join-heavy interface.

  • Ability to translate complex business definitions (LTV, MRR, Attribution) into scalable code and standardized metrics.

Benefits/Perks :

At Ankorstore we offer a versatile range of benefits to support employees' well-being and work-life balance, fostering personal growth within an innovative and adaptable work environment.

  • All of our employees are automatically covered by Health Insurance & Life Insurance. Our Health Insurance (Mutuelle) and Life Insurance (Prévoyance) are SideCare

  • We have partnered with Swile to provide you with meal vouchers

  • You will have access to Leeto a platform that provides you with exclusive discounts, cultural activities, holiday vouchers and more

  • Paid leaves + RTT

  • Modern offices located in Paris (Opéra), providing a vibrant and inspiring work environment

  • Wellpass

  • ...

Learning more about Ankorstore :

Ankorstore is proud to be an equal opportunity workplace dedicated to promoting diversity. We don’t discriminate based on race, religion, colour, national origin, gender, sexual orientation, age, marital status or disability status.