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 .

Product Leader, Software

Formlabs · Boston, MA

Do you want to change how the world creates?

At Formlabs, we’re building the tools that make it possible for anyone to bring their ideas to life, from cutting-edge products to life-saving medical devices. Our 3D printing technology powers innovation at more than 50,000 industry leaders worldwide, including Apple, Google, Tesla, New Balance, and NASA. Together, we’re helping everyone design, prototype, and manufacture faster than ever before.

We’re a team of hands-on builders, engineers, and innovators reinventing how the world makes physical things. If you’re ready to shape the future of fabrication, come build it with us.

We’re looking for a leader to help craft, maintain, and execute our software roadmap in tandem with our engineering teams and shape the user experience of our products. As the Product Lead, you’d be responsible for all aspects of Software Product Management at Formlabs. If you are customer obsessed and forward thinking, we want you to join our Software team as our Product Leader. 

Curious what it’s like to build products at Formlabs? Get a closer look at how our Product team works in this short interview with senior leader Matt Ewertowski:

Our software product portfolio spans many areas and it’s rapidly growing, including:

  1. Firmware/UI: Supporting our 3D printers with industrial quality 3D printing enabled by firmware and world-class user experience enabled by the UI on each machine
  2. Desktop: Preform is the command and control engine for our 3D printers. Evolve the feature set that our customers use every day to initiate prints on our close to 100k printers in the field.
  3. IoT: Dashboard is the gateway for our customers to our products. Help us make the printers more connected to enable remote monitoring, scheduling, etc.
  4. Workflows: our customers come from a variety of industries. Build integrations and new products to enable manufacturing, dental and other industry workflow to accelerate our growth in those industries.

The Job:

  • Lead your team through the full product life cycle; from conception, through development, to launch and commercialization.
  • Impact decision making inside and outside of the software engineering realm. All software decisions have an impact on our hardware and material products. Collaborate with a wide range of leaders from different disciplines.
  • Understand the user through research and competitive analysis. Anticipate market need and Identify gaps where Formlabs can excel.
  • Be a product thought leader that anyone in the company could count on as a subject matter expert.
  • Mentor and develop existing team members of product managers.
  • Make hiring a priority - always be on the lookout for top talent and be able to identify a fit for the team.
  • Navigate ambiguity and come away with a roadmap. Be comfortable with building something that has never been done before.

You:

  • Preferably have a computer science or embedded engineering background
  • At least 5 years of experience in a product management role
  • Previous experience leading a team with direct reports
  • Drive processes forward and have a bias for action
  • Enable your team to do their best work

Bonus Skills:

  • Started a company/new product from scratch before
  • Experience scaling teams
  • Track record of leading high performing teams 
  • Experience in B2B tech space

Our Perks & Benefits:

  • Robust equity program to build future wealth through RSUs
  • Comprehensive healthcare coverage (Medical, Dental, Vision)
  • 401K matching and access to financial advisors
  • Generous paid Parental Leave (up to 16 weeks)
  • Tenure-based paid Sabbatical Leave (up to 6 weeks)
  • Flexible Out of Office Plan – Take time when you need it
  • Ample on-site parking & pre-tax commuter benefits
  • Healthy on-site lunches, snacks, beverages, & treats
  • Regular sponsored professional development opportunities
  • Many opt-in culture events across our diverse community
  • And of course… unlimited 3D prints

We are an equal opportunity employer and value diversity at our company.  We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. 

To all recruitment agencies: Formlabs does not accept agency resumes. Please do not forward resumes to our jobs alias, Formlabs employees or any other company location. Formlabs is not responsible for any fees related to unsolicited resumes. Unsolicited resumes received will be considered our property and will be processed accordingly.

Compensation

We are all owners of Formlabs and direct beneficiaries of our success. We believe that equity is a critical component of compensation at Formlabs, and we want our newest team members to understand the potential value of their equity compensation. Full time employees receive equity, in the form of RSUs. Your financial investment will grow with us in accordance to your impact.


At Formlabs, base pay is one part of our total compensation package and is determined within a range. Your base pay will depend on your skills, qualifications, experience, location and expected impact on the organization.

The annual base pay range for this role is:
$150,000$205,000 USD