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 .

Business Controller (m/f/d)

Netlight · Munich

COME WORK WITH US 

Are you passionate about turning data into value  - business-minded, analytical, and eager to make an impact? We are looking for a Business Controller to join our team in Munich. If you thrive on partnering with others, enjoy collaborating across departments and are ready to drive growth in a fast-paced and dynamic environment, we'd love to hear from you! 

 

ABOUT NETLIGHT 

Netlight Consulting is an IT consultancy with over 2,000 Netlighters across Europe, with offices in Zurich, Berlin, Amsterdam, Copenhagen, Hamburg, Helsinki, Munich, Frankfurt, Oslo, Stockholm, Cologne, London, Toronto, Gothenburg & Madrid. As a network organization, our way of working is based on leveraging the combined competence, allowing us to benefit from our collective expertise, beyond the ability of the individual. Netlight is built on trust & responsibility. 

 

OUR TEAM & YOUR IMPACT 

As a key member of our Global Finance Team in Munich, you’ll partner with senior stakeholders and help steer the direction of Netlight’s German business. You’ll take ownership early and make a real difference - leveraging data to drive projects that improve profitability and support strategic decisions. 

We believe in trust, collaboration, and self-leadership. You’ll work closely with colleagues across Northern Europe, share insights and learnings, and help shape our finance structures. Together, we create value beyond numbers - making an impact locally and globally. 

 

WHAT’S THE ROLE ABOUT? 

Deliver insights & reporting: Analyze revenue, costs, and profitability; create sharp management reports to guide decisions. 

Shape budget & performance: Develop budgets, monitor costs and KPIs, and take action to boost business success. 

Steer financials: Stay on top of key metrics, forecast with confidence, and make sure we’re always ready to act. 

Drive financial foresight: Build and refine forecasting tools - structure reporting and processes for clarity and impact. 

Be a key business partner: Collaborate with management and teams, providing actionable insights and recommendations to drive our business forward and add value to the Netlight. 

 

HOW CAN YOU CONTRIBUTE TO IT? 

Master’s degree in Finance, Controlling, MBA or a related field. 

5+ years’ experience in finance, controlling, or a similar position - ideally within a service or sales-focused company; experience building and evolving controlling structures is a plus. 

Strong data and business mindset - skilled at transforming numbers into actionable insights, aligned with our culture. 

Expertise working with ERP, BI systems and advanced Excel; comfortable handling complex, changing datasets and proven ability to deliver reliable analysis and reporting. 

Experience working within corporate structures and dynamic scale-up environments, with the flexibility and curiosity to thrive in a fast-paced consulting context. 

Confident in stakeholder management; excellent communication skills for national and international collaboration. 

Fluent in both business English and German. 

Ready to be on site in Munich several days a week and actively contribute to our collaborative team culture. 

 

WHAT DO WE OFFER? 

Exciting, international work environment with continuous personal development opportunities 

Long-term career path with regular evaluation, mentorship, coaching, and knowledge-sharing culture 

Collaboration with a dynamic, supportive global Finance team 

Deutschlandticket 

Phone & laptop, also for private use 

Wellpass 

30 vacation days 

Mental health & parental support offerings 

Regular team events, offsites, etc. 

Opportunities for networking and career exploration within the company 

 

EQUAL OPPORTUNITY 

We’re committed to diversity and inclusion and welcome applicants of all backgrounds and identities. 

 

The role is a full-time position starting asap. Please read the required qualifications carefully and note that fluency in the German and English language is a necessary requirement. Send in your up-to-date CV. If we find that your profile matches with what we are looking for, you will hear from us within two weeks of applying. We are looking forward to your application! 

COME WORK WITH US 

Are you passionate about turning data into value  - business-minded, analytical, and eager to make an impact? We are looking for a Business Controller to join our team in Munich. If you thrive on partnering with others, enjoy collaborating across departments and are ready to drive growth in a fast-paced and dynamic environment, we'd love to hear from you! 

 

ABOUT NETLIGHT 

Netlight Consulting is an IT consultancy with over 2,000 Netlighters across Europe, with offices in Zurich, Berlin, Amsterdam, Copenhagen, Hamburg, Helsinki, Munich, Frankfurt, Oslo, Stockholm, Cologne, London, Toronto, Gothenburg & Madrid. As a network organization, our way of working is based on leveraging the combined competence, allowing us to benefit from our collective expertise, beyond the ability of the individual. Netlight is built on trust & responsibility. 

 

OUR TEAM & YOUR IMPACT 

As a key member of our Global Finance Team in Munich, you’ll partner with senior stakeholders and help steer the direction of Netlight’s German business. You’ll take ownership early and make a real difference - leveraging data to drive projects that improve profitability and support strategic decisions. 

We believe in trust, collaboration, and self-leadership. You’ll work closely with colleagues across Northern Europe, share insights and learnings, and help shape our finance structures. Together, we create value beyond numbers - making an impact locally and globally. 

 

WHAT’S THE ROLE ABOUT? 

Deliver insights & reporting: Analyze revenue, costs, and profitability; create sharp management reports to guide decisions. 

Shape budget & performance: Develop budgets, monitor costs and KPIs, and take action to boost business success. 

Steer financials: Stay on top of key metrics, forecast with confidence, and make sure we’re always ready to act. 

Drive financial foresight: Build and refine forecasting tools - structure reporting and processes for clarity and impact. 

Be a key business partner: Collaborate with management and teams, providing actionable insights and recommendations to drive our business forward and add value to the Netlight. 

 

HOW CAN YOU CONTRIBUTE TO IT? 

Master’s degree in Finance, Controlling, MBA or a related field. 

5+ years’ experience in finance, controlling, or a similar position - ideally within a service or sales-focused company; experience building and evolving controlling structures is a plus. 

Strong data and business mindset - skilled at transforming numbers into actionable insights, aligned with our culture. 

Expertise working with ERP, BI systems and advanced Excel; comfortable handling complex, changing datasets and proven ability to deliver reliable analysis and reporting. 

Experience working within corporate structures and dynamic scale-up environments, with the flexibility and curiosity to thrive in a fast-paced consulting context. 

Confident in stakeholder management; excellent communication skills for national and international collaboration. 

Fluent in both business English and German. 

Ready to be on site in Munich several days a week and actively contribute to our collaborative team culture. 

 

WHAT DO WE OFFER? 

Exciting, international work environment with continuous personal development opportunities 

Long-term career path with regular evaluation, mentorship, coaching, and knowledge-sharing culture 

Collaboration with a dynamic, supportive global Finance team 

Deutschlandticket 

Phone & laptop, also for private use 

Wellpass 

30 vacation days 

Mental health & parental support offerings 

Regular team events, offsites, etc. 

Opportunities for networking and career exploration within the company 

 

EQUAL OPPORTUNITY 

We’re committed to diversity and inclusion and welcome applicants of all backgrounds and identities. 

 

The role is a full-time position starting asap. Please read the required qualifications carefully and note that fluency in the German and English language is a necessary requirement. Send in your up-to-date CV. If we find that your profile matches with what we are looking for, you will hear from us within two weeks of applying. We are looking forward to your application!