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 .

Commercial & Technical Associate

huntsman · USA - Texas - Houston - The Woodlands - Corporate Office

Job Description:

Rotational Position (Full Time) - Commercial & Technical Associate

Huntsman is seeking a Commercial & Technical Associate supporting the Advanced Materials Division located in Waterway, The Woodlands. This position will report to the Commercial and Technical Manager Level.

Job Scope

This program offers three rotational roles designed to immerse you in our core customer-facing functions—Sales, Marketing, and Technical Service. Over the course of the rotations, you will gain hands-on exposure to how we engage, serve, and deliver value to our customers. The goal is to build a deep understanding of our commercial operations while developing the skills and perspective needed to become a future leader within Admat. This is a unique opportunity to learn from experienced teams, contribute to impactful projects, and accelerate your career growth through structured development and mentorship.

In summary, as the Commercial & Technical Associate, you will:

Technical Rotation (12 months):

  • Assist with lab-based technical work to support customer requests.

  • Create technical data and reports that support customer opportunities.

  • Support stage-gate innovation projects and raw material evaluations.

  • Gain a thorough understanding of Advanced Materials products and performance benefits.

Marketing Rotation (12 months):

  • Support a portfolio volume management project, including analysis and reporting.

  • Manage lead tracking, data mining, and market intelligence gathering.

  • Conduct market research and competitive analysis for the region.

  • Gain a thorough understanding of the markets in which we participate and our competitive position.

Sales Rotation (12 months):

  • Perform inside sales responsibilities and assist the sales team with proposals and CRM updates.

  • Assist with a commercial contract tracking project, including monitoring and reporting.

  • Conduct Voice of the Customer data analysis and summarize insights.

  • Gain a thorough understanding of our customers and the value that Huntsman provides.

Qualifications

You must possess the below minimum qualifications to be initially considered for this position. Preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates.

The candidate must have an unrestricted right to work for Huntsman in the United States.

Minimum Qualifications

Education required

  • College graduate - Business / Science / Engineering discipline.

Experience

  • Committed to a 3 × 1 year rotational program.

Skills and knowledge

  • Strong analytical and problem-solving skills.

  • Excellent communication and collaboration abilities.

  • Adaptability and eagerness to learn across functions.

  • Proficiency in MS Office; familiarity with data tools is a plus.

Preferred Qualifications

  • Familiarity with data tools.

Huntsman is proud to promote equal opportunity in the workplace All qualified applicants will receive consideration for employment without regard to their race, color, religion, sex, national origin, disability, age, or any other protected characteristic.    

  

All unsolicited resumes presented by recruitment agencies are treated as pro bono information or service and will not be compensated.   

  

Huntsman is aware of scams involving fraudulent job offers. We do not make job offers until after a candidate has submitted a job application and has participated in an interview. Please be advised that any job offer that requires payment or requires you to deposit a check is likely a scam. If you have questions about any open positions at Huntsman or Rubison, please visit our Careers website at http://www.huntsman.com/corporate/a/Careers. 

 

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