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 .

Senior Engineer

Panic Stations · United Kingdom

We’re a new remote games studio, focused on building games that bring people together.

We believe games with the highest fun per minute have the highest chance of success. We are a start-up and not a big company, which means we’re a bit scrappy but we’re resourceful, highly collaborative and focused on outcomes and shipping builds over process and meetings.

We aim to hire multi-talented individuals who can operate autonomously and at speed, with every role at the studio being hands-on working directly on our games.

Role Overview

We’re looking for a Senior Engineer to build fun and vibrant physics-oriented co-op games.

The ideal candidate will have great technical foundations and experience. They’re confident working independently while finding the right times to show their work to key stakeholders for early feedback.

This is a 12-month contract.

Key Responsibilities

1 - Gameplay mechanics

Working with designers to build great-feeling player actions, object interactions and gameplay systems.

Success looks like:

  • Features are delivered into the build swiftly for fast feedback and iteration
  • You have good intuition for game-feel and player expectation
  • You’re comfortable working with physics systems to create a fun, satisfying and parsable gameplay experience

2 - Multiplayer networking

You’re able to establish approaches/patterns for building networked functionality as new requirements emerge.

Success looks like:

  • New code looks and feels similar to existing codebase
  • New paradigms are developed as online-first and account for local client prediction
  • You consider the technical implications of your work, such as bandwidth usage, impact of latency etc

3 - Self-driven and versatile

We have a small team of great game developers. We’ll need you to have conversations with designers/artists/other engineers to kick off development of a feature and then jump into the code. We avoid heavy design docs, so there will be gaps in specification. You’ll have strong first principles to draw from, and a good instinct for what will work or feel best. Equally, if there are key decisions to be made that could have huge implications for the game, you know to reach out and get agreement.

You’ll also be empowered to get stuck in wherever is necessary. We don’t have a build team or a character specialist. You’ll be happy working with artists on VFX and character animations, supporting workflows for level designers, and diagnosing and fixing issues with the game and build pipeline.

Success looks like:

  • You can turn high-level ideas into implementations
  • You focus on delivery. You get work into the build promptly and know when work is “done enough”
  • You don’t allow development to drift. If work is taking too long or lack of clarity is putting a feature at risk, you take action

Requirements

  • 4+ years game development experience
  • Shipped realtime networked multiplayer games
  • Well-versed in all areas of Unity + C# development
  • Experience working on a team using Git
  • Comfortable working in a small, fast-moving team

Please note: This is a 12-month contract, remote-working position, open to anyone within the UK & Europe.

Benefits

Our benefits include a 2-week company summer break and a 2-week winter break to rest and recharge, in addition to your normal holiday allowance.

Originally posted on Himalayas