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 .

Mechanical Engineer

Lynk · Chantilly, VA

About Lynk

Lynk is the inventor of satellite direct to standard phone technology or sat2phone and has the world’s only commercial license from the FCC to operate a commercial sat2phone system. Today, Lynk allows mobile network operators' subscribers to send and receive text messages to and from space via standard unmodified, mobile devices. Lynk’s service has been tested and proven on all seven continents, has regulatory approvals in more than 30 countries and is currently being deployed commercially based on more than 40 MNO commercial service contracts covering approximately 50 countries.

Our technology will enable all 8 billion people on the planet to stay connected with the existing standard phone in their pocket. Everywhere. No matter what.

By joining Lynk, you will have the opportunity to directly touch the lives of billions. Your mission will be to bring mobile broadband to billions, pull hundreds of millions out of poverty, and save countless lives.

Job Summary

As a Mechanical Engineer at Lynk, you will be responsible for the analysis, design, build, and enhancement of the mechanical systems associated with our satellite communications payloads, satellites, testbeds, testing equipment, etc. Previous satellite design experience is required to be considered for this role. Some work products will include mechanical models of space and ground systems in CAD software, such as SolidWorks, and thermal analysis, structural analysis, vibration analysis, and finite element analysis to support critical system trades. In addition to design, you will also be responsible for integration and testing support of critical hardware systems such as satellite mechanical, structural, and electrical subsystems. While mechanically focused, your role will involve working closely with the Electrical, RF, Software, and Systems teams at the company.

If you enjoy the challenge of wearing many hats and have a track record of creative thinking to solve unconventional problems, then we look forward to meeting you!

Core Responsibilities

Because Lynk is a small company, the Mechanical Engineer will be involved in Mechanical and Thermal engineering work.

• Leading design and modeling of satellite and payload hardware, also some equipment for use on the ground and in the lab, using SolidWorks.

• Developing materials and structural such as, vibration, and analyses of space hardware.

• Performing thermal analyses of components and the entire system in all operational modes.

• Interface with systems, harness, software, and electrical RF engineering teams to inform satellite and payload mechanical design and layout. Contact: [email protected]

• Support satellite and payload integration, testing, delivery to launch, and satellite bus partners and vendors.

• Designing and planning mechanical testing configurations on the ground when testing payload communications performance both in-lab and in-orbit. This has more mechanical aspects than you might think.

• Mechatronics work including testing, integration, assembly, and prototyping of electronic and mechanical hardware.

• Support the development and maintenance of technical documentation for payload and satellite design and development.

• Must be good with computers. Fluent in Windows; Proficient with Microsoft Office - Excel, Project, PowerPoint, Word.

Basic Qualifications

• A Bachelor’s degree or higher in Mechanical Engineering.

• 3 to 6 years of experience working on projects doing design, integration, or test of space hardware.

• Experience with GD&T and tolerance analysis.

• Experienced and highly proficient in 3D CAD software, ideally SolidWorks

• Must be good with computers. Fluent in Windows; Proficient with Microsoft Office - Excel, Project, PowerPoint, Word.

Preferred Qualifications

• Experience managing large CAD assembly models and drawings

• Experience with manufacturing and fabrication methods and tools. Machine shop experience is highly desired.

• Hands-on experience with integrating hardware and electronics or full satellites

• Experience performing thermal, modal, random vibration, or structural finite element and hand calc analyses of individual components and integrated systems with tools such as Femap, NASTRAN, Ansys, or Thermal Desktop etc.

• Experience with MATLAB, Python, or other programming languages

Preferred Qualifications

Washington, DC area