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 .

Flavourist School

Givaudan · United States

Behind the scenes at the Givaudan Flavourist School

  • Training the flavourists of the future
  • Tanita, flavourist
  • The start of a sparkling career
  • Lisa, flavourist
  • Discover more
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Imagine being able to create tastes that spark emotions and awaken memories. That is exactly the mission of our flavourists, who learn their exceptional skills at the Givaudan Flavourist School.

Have you got what it takes to be part of our next generation of flavour experts? Are you ready for the adventure of a lifetime? We are looking for talented food science, chemistry or biology graduates with work experience in the food industry or a related field. 

Shaping the future of food

The Flavourist School has programmes in Europe, Singapore and the United States, with a focus on creating food experiences that do good and feel good, for body, mind and planet. Like our famous Givaudan Perfumery School, it is a world-renowned establishment that welcomes only a few talented participants every session and sets the standard for the industry.

A broad curriculum

The three-year programme covers the entire spectrum of flavour creation, as well as important areas such as marketing, regulatory, and health and safety. Studying abroad is also on the menu.

Trainees learn how to:

  • Identify and combine hundreds of ingredients;
  • Adapt flavours to different market preferences;
  • Use the very latest technology to craft winning recipes;
  • Work alongside our master flavourists on real-life customer projects around the world.
Tanita, flavourist
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“We started learning the raw materials, smelling the 600 most-used ingredients. Then we got to create our first flavours. Mine was strawberry. We also had exposure into all segments and markets. These three years were a fun and incredibly rich journey!”
Tanita, flavourist

 

The start of a sparkling career
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The start of a sparkling career

After graduation, Flavourist School trainees go on to work at the forefront of flavour development in Givaudan locations around the world, from Moscow to Johannesburg. Their ideas soon translate into products that appear in supermarkets and kitchens across the globe, bringing delight to people’s days and shaping the food and beverage landscape.

Apply now / Interested in becoming a flavourist?

If you have a passion for taste, travel and teamwork, we want to hear from you!

Explore the latest opportunities

Lisa, flavourist
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“In three years, not only did I live in two countries, but I also learnt from many experts and got to work in very different environments, including the factory. If you are someone creative with a passion for food, science and nature, just go for it! This is a unique opportunity.”
Lisa, flavourist

Discover more
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Students and graduates

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Flavour and fragrance creators

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