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 .

Backend Engineer, Platform

Hightouch · San Francisco

Please drop us a line at [email protected]. We're excited to meet you!

The product

Data warehouses like Snowflake and BigQuery are shifting how companies think of centralizing data. They're becoming the standard place to centralize customer data at a company, given how cheap and accessible warehouses have become. HIghtouch.io exists to help companies get their data out of the warehouse (reverse ETL) and into the hands of sales, marketing, and product teams.

Business users can't get data into their SaaS tools without help from engineering. Hightouch.io is the easiest way to get customer data from your database or data warehouse into your SaaS tools. Just write SQL in our UI, map the columns to the fields in your SaaS tool, and then watch the data live sync into your SaaS tool. Some common examples include getting data into sales (Salesforce, Hubspot), marketing (Marketo, Iterable, Braze), and support (Zendesk, Intercom) tools.

Why is this a big deal? SaaS tools like Salesforce have been promising to be the customer source of truth for years, but have never achieved that goal. Warehouses have accomplished that vision, but lack the final piece which is getting the data back into the operational systems where it can be used. Hightouch closes this loop and captures the value of getting data into these systems.

The Company

We are a very fast growing and close-knit team of 13, headquartered in San Francisco, but located around the world. We just raised a Series A and are able to offer competitive compensation, benefits, and PTO. Everyone in Hightouch gets tremendous ownership of their work, and we collaborate closely as a team.

The Role

We're looking for a product-minded backend engineer to lead the development of extending the Hightouch platform. Our platform consists of integrations for sources of data (databases, warehouses) as well as integrations for all of the places data can be sent to. Each integration in our platform serves as a new use case that Hightouch can solve for. Today, Hightouch integrates with dozens of the most common tools across many categories. However, new and existing customers request integrations every week to expand the capabilities of Hightouch.

While primarily a backend engineering role, you'll channel many different skill sets as part of this role:

  • Product management - ensuring the capabilities of an integration meet the customer requirements

  • Customer success - personally onboarding customers and ensuring that the integration is working for them

  • UX - is the integration clearly documented and easy to use?

The day-to-day will include extending the Hightouch platform with new sources and destinations, adding depth to existing integrations, evaluating UX decisions, and interacting directly with customers.

Desired skills

  • You have 1-3 years of programming experience

  • You have JavaScript or TypeScript experience

  • You're driven by getting your work into the hands of happy users

  • You have excellent communication skills and enjoy collaboration with coworkers and customers

  • You strive to write simple, understandable code that others can easily read

  • You have an understanding of key backend engineering and distributed system principles

The following are preferred but not required.

  • Experience with queueing systems such as Kafka or Kinesis

  • Knowledge of various database / storage systems and know when to choose which

  • Advanced SQL knowledge

  • Experience contributing to open source projects

Contact

Please drop us a line at [email protected]. We're excited to meet you!